Essay on nutrition and health - 2087 Words

Part 1: Understand how diet is linked to health 1. Define what is meant by the term ‘healthy diet’. A healthy diet is something that covers all of your body’s needs, and ensures that your body gets all the nutrients that it requires to stay healthy in day to day life. The things that you require will vary depending on a number of different factors including age, gender and activity levels. 2. Describe why the healthy diets of adults and children may be different. Provide at least three examples of these differences. A healthy adult diet provides everything that the body needs to stay fit and healthy A healthy children’s diet is a diet that provides everything that they need to stay fit and healthy as well as grow†¦show more content†¦8. Why is it important to control your salt intake? It is important to control your salt intake in order to reduce the risk of health problems, ie. Blood pressure, heart disease or stroke Once you have completed this Part of your Assessment, save the work you have done so far – you will need to send your work to your tutor for marking when you have completed all four Parts of this Assessment. Part 2: Understand the components of a healthy diet 1. Complete the table below with information on the five food groups. †¢ In the left-hand column, list the five food groups. †¢ In the right-hand column, provide at least two examples of foods belonging to each of the five food groups. Food groups Examples 1. Fruit and vegetables Apple, spinach 2. Protein and meat Fish, poultry 3. milk and dairy foods Cheese, yogurt 4. carbohydrate Pasta, cereals 5. fats and sugars Biscuit, chocolate 2. Describe at least two examples of current healthy eating advice. One of the Healthy eating habits is that we should eat lots of fruit and vegetables As science has proven that people who do this are at lower risk of heart disease, strokes and even cancers. We should cut down on sugar as this can lead to weight gain. Excess weight gain can lead to obesity and increased risks of diseases including Type 2 diabetes, heart disease and some cancers. As sugar is found naturally in lots of foods, but it is alsoShow MoreRelatedHealth Of Health And Nutrition1646 Words   |  7 Pagesbecause they haven’t learned the basic steps of maintaining their health. Lack of health management it a big part in deaths today. Health and nutrition is a serious matter among peoples health. Being able to understand and maintain is a big problem now for teens and kids, choosing on the right foods or activities to keep everything in track. Health and nutrition can also have a great effect on their social life. Health and nutrition is a important thing to keep up with. People who don’t controlRead MoreHealth Of Health And Nutrition1654 Words   |  7 Pagesbasic steps of maintaining their health. Lack of health management it a big part in deaths today. Health and nutrition is a serious matter among peoples health. Being able to understand and maintain is a big problem now for teens and kids, choosing on the right foods or activities to keep everything in track. health and nutrition can also have a great effect on their social life. Health and nutrition is a very important thing to keep upRead MoreNutrition and Health893 Words   |  4 PagesNutrition and Health Programs tanisha sanders Strayer University ENG 115 Dr. Kirk The Chairman of the state school board has asked you (a consultant on health and wellness), to write an informative piece about the recent changes to the breakfast and lunch program. The information will be used improve nutrition and health. The content will turn into a brochure describing the four major issues: economic situation, special needs, health of the population being served, process and benefitsRead MoreNutrition : Natural Health And Nutrition Essay2224 Words   |  9 PagesStudent ID 171651 Teacher ID 6789 Senior Project 16 March 2015 Mastering Nutrition Natural health and nutrition is something that is commonly overlooked in today’s American society. Health cannot only change the way a person feels about their body, it can change a person’s outlook on life. Being healthy does not necessarily mean going to the gym, or exercising at all. Something as simple as changing a diet can have a bigger and longer lasting effect on a host of diseases and other conditionsRead MoreNutrition and Health2280 Words   |  10 Pagesthose of earlier years. According to the Background on Adult Nutrition from the FamilyHaven site: #8220;prior to World War II, Americans#8217; main nutritional problems stemmed from lack of sufficient food or variety of foods. Nutrition scientists of that era focused on defining essential nutrients, primarily vitamins, in order to outline the minimum food intake for good health.#8221; Diet has always played a vital role in supporting health. Today, over consumption of foods -- especially those highRead MoreThe Effects Of Nutrition On Health And Health955 Words   |  4 PagesHealth is a widely used term and every person’s definition of health and being healthy can be vastly different. There are many different ways to achieve good health and to be healthy, but one thing in common that is important no matter what, is nutrition. Nutrition greatly influences our health and can be detrimental in preventing or treating a disease. Prevention is crucial to stay healthy and free of illness and disease and nutrition plays a huge part in this process. Nutrition is important inRead MoreNutrition : Health And Wellness797 Words   |  4 PagesLark Group topic: Health and Wellness In today’s session, PO learned about how drugs and alcohol can disrupt the normal functioning of the body and how better nutrition can help diminish some of these biochemical and digestive problems. PO had moderately participated in the group activities and discussion by actively asking and answering questions that address â€Å"Balanced Nutrition†. PO seemed to gain an understanding about how poor diet choices and nutritional deficiencies plays role in his recoveryRead MoreHealth, Nutrition, And Safety867 Words   |  4 Pagesthem with the thirst for knowledge. The process of helping children to have positive indoor and outdoor learning environments and experiences will address their safety, their nutrition, and their dependency of one another. I will also provide and identify appropriate activities and toys that will reinforce their health, nutrition and safety. This can only be accomplished through a location of space and security and healthy facility maintenance. Teachers or counselors will often learn in teaching fiveRead MoreNutrition And Its Effects On Health933 Words   |  4 PagesJust as nutrition can have drastic effects on one’s physical health, nutrition can affect one’s mental health as well. The most common mental disorders that are prevalent in numerous countries are depression, bipolar disorder, schizophrenia, and obsessive-compulsive disorder (OCD). The dietary pattern of the general population in many countries reflect that they are often deficient in many nutrients, especially essential vitamins, minerals, and omega-3 fatty acids. Deficiency in these vitamins canRead MoreHealth, Food, And Nutrition1291 Words   |  6 Pagesknow what to expect nor I had any. What drew my attention was the course focus around different aspects that mediate food and health. This is important because it is applicable to the work that I will be doing for my field study. I’ve learned a lot and I wished we had more time to proc ess the information because most of the materials were new. When it comes to food and health, there aren’t a lot of discussions and/or classes on the politics behind it. Community 156 has established this foundation for

Situation Analysis in Marketing Plan Essay - 1585 Words

Introduction Under the competitive and dramatically changing environment, some companies are successful but some are failed. Considering the reasons are various, however, offering the right products for the right growth markets at the right time is the key factor for some of the successful companies. Chinese idiom says ‘know the enemy and know yourself, and you can fight a hundred battles with no danger of defeat’. Hence, the company must make marketing plan systematically, in terms of its objectives and missions, if it pursues maintaining a high level of operating efficiency, and achieving above-average returns. The role of situation analysis Situation analysis is an essential first step in the process of marketing plan. Jain†¦show more content†¦Political/legal segment Political/legal trends have a significant influence on marketing strategy. For example, in order to protect environment and advocate using fabric bag, Chinese government states plastic bag is not free for the public recently. In addition, new trade relationship or barriers affect firm’s volume of trade. With a free trade agreements (FTAs) between Australia and the United States comes into play, most of Australian exports to the United States will be duty free. Hence, the marketing manager needs to reactive the changes in both domestic and foreign policy/trade law, and the industry regulations/agreements favored by elected officials. Furthermore, marketing manager needs to select recent information to keep in touch with political/legal trends. Technological advancements With the rapid development of technology, it is found that early adopters of new technology often achieve higher market shares and earn higher returns. (Hanson Dowling, 2005, p. 58) There is no doubt that if a firm’s technology is superior to anything else on the market, it will be the leader in identifying and introducing new applications for the technology. For instance, Microsoft Company, which is the No.1 Company in IT industry, introduces new system (Windows Vista) to the public last year. The company claims Windows Vista makes it easier to see, hear, and use computer than previous system did, which attracts moreShow MoreRelatedMarketing Plan -- Situation Analysis1632 Words   |  7 PagesThe role of situation analysis in marketing plan Facing to more complex business environment, systematically marketing plans are important to organizations in terms of maintaining a high level of operating efficiency and achieving goals fully. According to Sally and John (1996:3), marketing plans are â€Å"the written document or blueprint for implementing and controlling an organization’s marketing activities related to a particular marketing strategy† (Sally, D., Lyndon S., John, B., 1996: 3). ARead MoreThe Role of Situation Analysis for a Marketing Plan1485 Words   |  6 PagesSituation analysis becomes increasing important for a marketing plan development. This essay aims to explain why it is so important and what factors it focus on and finally, a guild list is present and justify for the construction of an effective situation analysis for a Marketing Plan of J Boag Son Brewery. Analyzing situation prior a strategic decision is critical for generating or sustaining competitive advantages, especially when facing the dynamic environmental trend which can affect corporations’Read MoreThe Marketing Handbook Critique762 Words   |  4 PagesThe Marketing Plan Handbook Written by Alexander Chernev In The Marketing Plan Handbook, Chernev gives a simplified approach to writing marketing plans. It outlines the basic principles of writing a marketing plan and it puts emphasis on marketing as a value-management process. It incorporates the relevant aspects of the business, such as the financial, operational, technological and organizational aspects. Chernev states that marketing plans do not have to be lengthy but should contain need-to-knowRead MoreStrategic Marketing Pl Pestle Framework And Swot765 Words   |  4 Pages Strategic marketing plan is very important to improve a business performance, achieve sustainable profitability and occupy a competitive position in an industry. Making a strategic decision which is the first and the critical phase in a developing strategic marketing plan is influenced by many factors that need further analysis in order to make the right decision. Moreover, These factors are divided into two categories: macro environmental factors and internal environmental factors .Porter’s fiveRead MoreNotes on Importance of Planning for Business Success1060 Words   |  5 PagesQUESTION: You have been invited to an interview for a marketing manager position in a fast moving consumer goods firm. As part of the interview process you have been asked to develop a brief presentation on five importance of planning for business success. Specially, you are also to briefly explain the factors to be considered in the preparation for developing a marketing plan. Prepare your notes for the interview. A marketing plan is a written document that summarizes what the marketer hasRead More5c Marketing1295 Words   |  6 PagesSituation analysis From Wikipedia, the free encyclopedia Jump to: navigation, search Situation analysis refers to a collection of methods that managers use to analyze an organizations internal and external environment to understand the organizations capabilities, customers, and business environment.[1] The situation analysis consists of several methods of analysis: The 5Cs Analysis, SWOT analysis and Porter five forces analysis.[2] A Marketing Plan is created to guide businesses on how toRead MoreMarketing Plan827 Words   |  4 Pagesï » ¿Marketing Business Environment Marketing Planning: An Overview of Marketing 6 main questions to ask in order to create your marketing plan: 1. Where are we now? (Business Mission, Marketing audit, SWOT analysis) 2. How did we get here? (Business Mission, Marketing audit, SWOT analysis) 3. Where are we heading? (Marketing audit, SWOT Analysis) 4. Where would we like to be? (Marketing objectives) 5. How do we get there? (Core Strategy, Marketing mix decisions, Organization, ImplementationRead MoreMarketing Audit933 Words   |  4 PagesA marketing audit is not unlike a financial audit in that it helps the organisations to examine progress or lack of process towards the goals. A marketing audit is an evaluation of the marketing within an organisation to see if their strategies in place are effective within the marketing environment. There is an â€Å"internal and external† form of audits. The internal audit assists with considering the effectiveness of the marketing strategies in place at the time of the audit. The â€Å"external† auditRead MoreMarketing Plan Soft Drink Company 1st Half1495 Words   |  6 PagesExecutive Summary The following plan is intended to provide a basic marketing communications plan for a fictitious company. The company in question operates in China and produces soft drinks, particularly adult soft drinks. The information in the plan has been sourced from various textbooks and online research including the National Bureau of Statistics China. It has been found that the company should target the market aged 18 to 44, married, living in urban China, and purchasing for personalRead MoreMarketing Plan Essay795 Words   |  4 PagesHow to Develop a Marketing Plan that Will Add Value to Your Business Studies show that companies with a marketing plan in place are more likely to be successful in their marketing efforts. One study showed that businesses that plan grow 30% faster. According to another study, 71% of fast-growing companies have plans. Those companies create budgets, set sales goals, and document marketing sales strategies. A solid marketing plan will help you generate leads, build awareness with your target audience

Ib Microeconomics Ia free essay sample

There are also significant obstacles in the conditions of entry; a firm must create a phone and launch satellites into orbit in order to start a firm in the smartphone industry. As an oligopoly the introduction of the S4 affects all other competitors, including Apple and Android. The smartphone market is a differentiated oligopoly because all producers offer different products, and this indicates that the introduction of the S4 will affect sales of Iphone 5s, Google Nexus 4, and Blackberry Z10. We can find that the Herfindahl Index is 1832, from the graph, which indicates that there is not that much market power in the smartphone industry. Since there is limited market power, Samsung cannot differentiate the supply of Galaxy S4 in order to maximize profit and sales. In this diagram we find the marginal utility by finding the derivative of this line. The derivative is very small so the marginal utility is very small. We will write a custom essay sample on Ib Microeconomics Ia or any similar topic specifically for you Do Not WasteYour Time HIRE WRITER Only 13.90 / page The Samsung Galaxy S4 is a luxury smartphone which costs upwards of $800. A smartphone is not essential and can be easily forgone, which conveys that the price elasticity of the Samsung Galaxy S4 is theoretically above 1. Since the price elasticity of smartphones is above zero the competition between firms is very high. Besides the fact that it costs $800 to purchase a Samsung Galaxy S4, there is very little marginal utility for a S4. Although the utility of a S4 is very high because of the versatility and the many functions an S4 can conduct, the marginal utility is very low as there is almost no utility for further S4’s to be purchased. Because the marginal utility is low, and the price elasticity is above 1, there is no â€Å"need† for a S4, but rather a desire. The Samsung Galaxy S4 has some technological advances include gesture control which allows for control without touching the screen. These advances are what differentiates the S4 from the Iphone 5s or other similar smartphones. Other comparisons between Iphone 5 and S4 is the size of the S4, and other technological improvements such as speed, weight, and versatility. It is through product innovation that these improvements to the S3 have arrived in the S4. In the future, the Samsung Galaxy S4 will be rivaled by the Iphone 5s, and other smartphones. This revelation of a new model allows for Samsung to increase its market share in handheld products. If the Samsung Galaxy S4 does, in fact, become very popular and in high demand, it could allow for Samsung to become the new â€Å"Apple† of smartphones. When the Iphone was released, other firms could not emulate its design and popularity, however in the past few years, the Galaxy series has been compared to the Iphone. Samsung is gaining market shares of the smartphone market, and can be seen as a rival to Apple. Apple sued once it realized Samsung is becoming a rival. This lawsuit prevents further occurrences of the imitation problem as our legal system is able to stop such fraud. In some ways, the S4 will have creative destruction occur if it becomes popular and outsells the Iphone 5. There are costs in making the $800 smartphone which Samsung has coined Galaxy S4. Explicit costs are found in the production of the phone. (glass, steel, microprocessors, plastic, camera, etc) There is explicit cost in transporting the phones to stores, maintaining and using satellites, labor, and costs for office space. All these explicit costs factor into the final per unit price of the S4. Some implicit costs found in making the S4 include the opportunity cost of making another model, or other device for Samsung. The economies of scale found in the production of the S4 is that as output increases, labor can handle more products per individual, decreasing the cost per unit. When Samsung buys materials needed for production in bulk, there are certain volume discounts they receive for buying in bulk. There are also certain diseconomies of scale, including the fact that ordering too many of a certain low supply part, such as the microprocessor, can lead to higher prices which increases the price per unit. Both economies and diseconomies of scale impact the price of the Samsung Galaxy S4. Word: 750

Summarys on Don Quixote, Othello, Paradise Lost and Popol Vuh Essay Example

Summarys on Don Quixote, Othello, Paradise Lost and Popol Vuh Essay Summarys on Don Quixote, Othello, Paradise Lost and Popol Vuh Fools and tricksters are very closely related and are used simultaneously in poetry and other literary works. A fool can be described as one who is deficient in judgment, sense, or understanding and also can be someone who acts unwisely on a given occasion. A trickster is defined as someone that swindles or plays tricks. Often a trickster is a mischievous or roguish figure in myth or folklore. (Websters Online Dictionary) Fools and trickster are used frequently in poetry and other literary works to portray distinct meanings for characters. In most instances, fools and tricksters derive from evil protagonists. In the following literary works, every attempt will be made to identify the fool, the trickster and the evil characters in each selection and describe why the characters in each are befitting of their respective designation. Miguel De Cervantes Don Quixote is a fool in many respects. His speech is ridiculous, his ideas are hopelessly out of date, and he has lost touch with reality. Yet readers admire him and know immediately he is the hero of the story. All the things which make him a fool, however unbelievable as it may be, add to his heroic appearance and lets the reader know where Quixote is coming from. Along with this, his foolish nature adds a sense of artlessness and purity, very heroic aspects. Is Don Quixote really a fool or is he so innately wise to know that pretending to be a fool is advantageous? The story of Don Quixote is filled with legendary actions. Alonso Quijano, as he is first known, is a man who lives in the village of La Mancha, in Spain. We will write a custom essay sample on Summarys on Don Quixote, Othello, Paradise Lost and Popol Vuh specifically for you for only $16.38 $13.9/page Order now We will write a custom essay sample on Summarys on Don Quixote, Othello, Paradise Lost and Popol Vuh specifically for you FOR ONLY $16.38 $13.9/page Hire Writer We will write a custom essay sample on Summarys on Don Quixote, Othello, Paradise Lost and Popol Vuh specifically for you FOR ONLY $16.38 $13.9/page Hire Writer This gentleman was â€Å"close on to fifty, of a robust constitution but with little flesh on his bones and a face that was lean and gaunt. †(Lowall and Mack) He was a man of modest means who resided with his housekeeper who was a middle aged woman, a niece who was twenty, and a man who saddled his horse and performed odd jobs around his place. Quijano loved to hunt but he was â€Å"in the habit of reading books of chivalry with such pleasure and devotion as to lead him to almost wholly to forget the life of a hunter and even the administration of his estate. (Lowall and Mack) He became so infatuated with the books that he read that he â€Å"spent whole nights from sundown to sunup and his days from dawn to dusk in poring over his books, until, finally, from so little sleeping and so much reading, his brain dried up and he went completely out of his mind. †(Lowall and Mack) He was so immersed in his books that he came to believe that the fictitious things in the novels were real. He set out on a series of ventures, the first being to become a â€Å"knight-errant and roam the world on horseback, in a suite of armor. (Lowall and Mack) He put together an ill-fitted coat of armor and hit the road with an old nag who he named Rosinante. He was dubbed a knight named Don Quixote de La Mancha by an innkeeper who realized he was out of his mind and performed the fictitious ceremony just to get rid of him. The newly knighted Don Quixote sets out on a series of outrageous adventures too numerous to list. He is captured and slips away various times to return to his adventures and finally ends up half dead, stripped and â€Å"stretched out on his old-time bed†. His niece and housekeeper â€Å"scarcely knew what to do, for they were very much afraid that their master and uncle would give them the slip once more, the moment he was a little better, and it turned out just the way they feared it might. †(Lowall and Mack) Such is the life of a wise fool. In Shakespeares, Othello, the reader is presented with the classic battle between the deceitful forces of evil and the innocence of good. It is these forces of evil that ultimately lead to the breakdown of Othello, a Venetian General, well known by the people of Venice as an honorable soldier and a worthy leader. In spite of his elevated status, he is nevertheless easy prey to insecurities because of his age, his life as a soldier, and his race. Othellos breakdown results in the murder of his wife Desdemona. The evil contained within Othello is by no means magical or mythical yet is represented by the character Iago. Iago is cunning, untrustworthy, selfish, and plotting. In speaking to Cassio regarding Desdemona, â€Å"I’ll send her to you presently, and I’ll devise a mean to draw the Moor out of the way, that your converse and business may be more free. He uses these traits to his advantage by slowly planning his own triumph while watching the demise of others. It is this that is Iagos motivation. The ultimate defeat of good by the wrath of evil. Not only is it in his nature of evil that he succeeds, but also in the weaknesses of the others. Iago uses the weaknesses of Othello, specifically in his jealousy and devotion. He explains to Roderigo that he has no respect for Othell o other that what he has to display in order to carry out his revenge. â€Å"I follow him to serve my turn upon him. We cannot all be masters, nor all masters cannot be truly followed. †(Lowall and Mack) Shakespeare’s Othello gives the audience a full measure of evil, mostly in the person of the sinister Iago, whose evil influence penetrates the lives of the victims around him. Milton’s Paradise Lost has been praised as being the greatest English epic of all time. Throughout the poem, Milton hopes to â€Å"justify the ways of God to man†(Lowall and Mack) He gives a realistic depiction of the parents of humanity, Adam and Eve and also tells the story of the most epic battle; the battle between satan and God, or good vs. vil. After a brief description of Adam and Eve’s disobedience to God in the Garden of Eden â€Å"Of man’s first disobedience, and the fruit of that forbidden tree whose mortal taste brought death into the world†(Lowall and Mack) the poem joins satan and his followers in hell, where they have just been defeated by God and kicked out of h eaven. Satan briefly considers asking God for forgiveness but just as quickly, he realizes that his confession would not be sincere. Artificer of fraud; and was the first that practiced falsehood under saintly show, deep malice to conceal, couched with revenge. † Unrepentant, satan does not change his ways â€Å"Farewell remorse! All good to me is lost; evil, be thou my good† (Lowall and Mack) This levy of good vs. evil carried on throughout the poem with the interaction of Satan and his fallen angels with God and his son in Heaven. The common representation of sin and evil came from the lead character in the battle against God, which was Satan. His name means enemy of God. He was a former high angel from Heaven named Lucifer, meaning, light bearer. Satan became jealous in Heaven of Gods son and formed an allegiance of angels to battle against God, only for God to cast them out of Heaven into Hell. Milton divided the characters in the epic poem Paradise Lost into two si des, one side under God representing good, and the other side under Satan representing evil and sin. Milton first introduced the reader to the character Satan, the representative of all evil, and his allegiance of fallen angels that aided in his revolt against God. This introduction of Satan first led the reader to believe acts of sin were good, just like Eve felt in the Garden of Eden when she was enticed by Satan to eat the fruit off of the Tree of Knowledge. The later introduction of The Almighty had the reader’s change their feelings toward sin, as the ways of God were introduced to them and these ways were shown to be the way to feel and believe. Popol Vuh is a work of epic poetry that tells the original story of the Maya and Quiche people of Guatemala and their account of the creation story. Originally written in the 16th century, the unknown author gives hints about the sources he uses by referring to the â€Å"council book,† presumably a pre-Columbian screen-fold that served him as a source. † (Lowall and Mack) Popol Vuh’s main characters are often seen as duplicates of one another. â€Å"Yet against this stately patterning, the hero gods appear as light-hearted boys, even as tricksters. † The Plumed Serpent, or creator, also known as â€Å"Heart of Sky, Hurricane, and Newborn Thunderbolt, and Sudden Thunderbolt† (Lowall and Mack) is a good example of how the characters throughout the story are sometimes duplicated, and even tripled. The characters include Hunahpu and Xbalanque, â€Å"being gods, the two of them saw evil in his attempt at self-magnification before the Heart of Sky† (Lowall and Mack) These duplicated characters are the tricksters who represent satan, the serpent, who tempted Adam and Eve in the Garden of Eden. The nance, which is the tree of good and evil, and the food for Seven Macaw, which is Adam, and his wife Chimalmat, which is similar in character to Eve. The creation story as depicted by the author, include many similarities that closely relate to the creation story referred to in the book of Genesis. Fools, tricksters, and evil characters have played a large part in history since the beginning of time. There will always be people who act foolishly and there will always be people who are mischievous and play tricks on others. Fools and tricksters have been a significant part of poetry and literary works since their existence. Writers portray a character to be a fool or a trickster to show in greater detail the meaning of the writing and to keep the reader involved in the plot. The two are often used in conjunction with evil characters. The evil character can be a fool or a trickster or can even vacillate back and fourth between the two. Writers use them together to allow the reader to see the dept of the character and how evil the character can be towards others. Such is the case in the literary writings of Don Quixote, Othello, Paradise Lost and Popol Vuh. Works Cited Lawall, Sarah, and Maynard Mack. The Norton Anthology of World Literature. 2nd ed. Vol. C. New York: W W Norton Co Inc, 2002. 2675-2731, 2919-2996, 3001-3060, 3076-3092. Print Websters Online Dictionary. Websters Dictionary, 2006. Web. 11 Jul 2010. .

Why You Should Avoid Racist Halloween Costumes

Why You Should Avoid Racist Halloween Costumes Once upon a time, Halloween costumes were simple. Witches, princesses, and ghosts surfaced as the most popular get-ups. Not so anymore. In recent decades, the public has taken a fancy to costumes that make a statement. Unfortunately, these costumes sometimes make statements viewed as racist or anti-Semitic, such as when Englands Prince Harry donned a Nazi outfit to a party. Want to make a splash with your Halloween costume but not one that’s racially offensive? Then avoid the following get-ups. Ghetto Person/Black Person Rappers introduced the term â€Å"ghetto fabulous† into the American lexicon in the 1990s. The term refers to the flamboyant fashions that arise from the streets of inner cities. Who knew in the ’90s that college kids nationwide would throw parties in the new millennium with â€Å"ghetto fab† themes? Guests at such parties sport lots of â€Å"bling,† or ostentatious jewelry. Some might cover their teeth with fake gold or platinum caps and their heads with do-rags. Women might wear huge hoop earrings, fake fingernails and the scanty clothing that rap video vixens wear. Men might style their hair in cornrows or don Afro wigs. The problem with these ghetto fab costumes is that they invoke stereotypical images of African Americans as low-class, gauche, thuggish and sexually provocative, among others. These costumes tend to be classist and racist, impelling black college students who become aware of â€Å"ghetto fab† parties to have disciplinary action taken against party organizers for creating a racially hostile environment on campus. Redneck The flipside of the ghetto fab costume is the redneck or hillbilly Halloween costume, which is also both racist and classist. Those opting for such a costume might wear a mullet wig, cowboy boots, and a cowboy hat, along with jeans and a plaid shirt. Such costumes promote the stereotype that poor whites are ignorant and worthy of ridicule. They suggest that poor and working-class whites are inherently inferior to their more affluent counterparts. Geisha Girl Oddly enough, the geisha girl costume is popular among girls and women, alike. Considering that geishas are perceived to be high-end prostitutes in many circles, that’s cause for concern. Also troubling is that, along with the dragon lady, china doll, and lotus blossom, geisha girl is a racial and sexual stereotype thrust upon Asian women. The geisha stereotype is one that paints Asian women as submissive, doll-like and existing only to sexually gratify others. A contributor to Racialicous.com who goes by the name Atlasien poignantly spelled out why she objects to the appropriation of the geisha image. â€Å"Geisha are not very relevant in modern-day Japan. They’re a fossilized archetype, almost like a ninja,† she remarked. â€Å"But a lot of people, especially white people, are invested in defending geisha, in putting them on a pedestal. And when they do that, it does harm to Japanese-American women and to all Asian-American women.† Muslim The 2001 terrorist attacks on the World Trade Center and the Pentagon not only put Arab and Muslim Americans under additional scrutiny in the U.S., but they also resulted in a rise in costumes related to Islamic fundamentalism. Want to wear a burqa for Halloween? There’s a costume for it. How about a Muslim suicide bomber? That costume’s available as well. The question is why would you want to wear one of these costumes? They’re far more likely to offend people you encounter than to make them laugh. To boot, they raise the worst stereotypes about Muslim Americans, the overwhelming majority of whom are peaceful and law-abiding citizens. American Indians (With or Without Cowboys) Considering the backlash against Native American mascots in sports, it should be no surprise that donning an American Indian costume is likely to rub some the wrong way. Whether you’re a kid dressing up as an Indian during a Thanksgiving play or an adult rooting for your favorite sports team while wearing faux war paint and a headdress, you’re likely to get a reaction because these costumes typically paint Native Americans as cartoonish and savage. Throwing cowboys into the mix only adds insult to injury. When European â€Å"cowboys† settled the Americas, they not only set out to appropriate Native lands but to decimate or neutralize the indigenous population. â€Å"Cowboys and Indians† parties make light of the atrocities committed in the name of manifest destiny. A January 2009 editorial written by college student Tefari Abel Casas Fuchs reveals how emotionally damaging â€Å"Cowboys and Indians† parties can be to Native American students. In addition to these issues, the sexy Pocahontas costumes on the market for women are racially offensive as well. Not only do they sexualize Pocahontas, a young adolescent girl, but Native American women generally. All too often, the sexual relationships Native American women had with European settlers were exploitative or abusive, with Native women regarded as the derogatory term â€Å"squaw.† Gypsy Gypsy getups frequently make the rounds at Halloween functions. Like Native American costumes, however, these costumes typically paint Gypsies, more appropriately called Roma, in cartoonish terms. â€Å"The romanticized image of the ‘Gypsy’ is alive and well in song lyrics, novels, costume parties, musical groups, and other forms of cultural imagery: ‘They are exotic women in colorful skirts, dancing in sensual swirls....’ They dance by campfires, travel in caravans, tell fortunes with crystal balls or Tarot cards,† notes advocacy group Voice of Roma. In addition to this, the Roma are stereotyped as being beggars, pickpockets, and con-artists. A case in point is that one can use the expressions â€Å"I got conned† and â€Å"I got gypped† interchangeably. Rather than counteract such stereotypes, Gypsy costumes promote them, ignoring the fact that the Roma have long been persecuted and continue to face virulent discrimination throughout Europe. During the Holocaust, approximately 1.5 million Roma were exterminated. In the present, Roma are denied their rights to housing, employment, healthcare, and education, according to Amnesty International. The agency also reports that Roma are often victims of forced evictions, racist attacks, and police brutality. How stiff is bias against the Roma? When Madonna asked for Roma discrimination to stop during a concert in Bucharest in August 2009, the crowd reportedly jeered. Wrapping Up When choosing Halloween costumes with a racial bent, err on the side of caution. You’ll be less likely to offend if you dress up as a specific person rather than an anonymous member of a racial group. In other words, consider going as Barack Obama for Halloween rather than a black guy, any black guy. And be sure to avoid changing your features in a way that’s offensive. This means not wearing blackface to be President Obama or taping your eyes so that they slant if you’re dressing up as Bruce Lee. Plenty of Obama masks are available in Halloween stores, and a black wig, fake scratches on the face and a martial arts outfit might be all you need to be Bruce Lee.

What Is a Reach School Which Reach Schools Should I Choose

What Is a Reach School Which Reach Schools Should I Choose SAT / ACT Prep Online Guides and Tips For those of you who have started researching college admissions, you may have heard the term â€Å"reach school.† What is a reach school? Simply, a reach school is one that you shouldn't expect to be admitted to. It would be a reach to get in. In this article, I will define and explain the concept of a reach school. Furthermore, I will discuss how to identify your reach schools and determine the number of reach schools you should apply to. What Is a Reach School? A reach school is a college that is unlikely to offer you admission. A particular college qualifies as a reach school for you if your high school GPA and standardized test scores are significantly below those of the college's average student. Also, you should consider a college a reach school if it is one of the most selective colleges. For example, MIT, Stanford, and Ivy League colleges are reach schools for everyone due to their extremely low acceptance rates. In general, you should consider a college a reach school if you have less than a 30% chance of gaining admission. Here are some hypothetical examples to give you a better understanding of a reach school. Example #1 Joe has a 3.6 weighted GPA, a 1700 SAT score, and wants to go to UCLA. Joe's GPA is well below UCLA's average GPA of 4.29 and average SAT score of 1941. Furthermore, UCLA only admits 20% of its applicants. Therefore, Joe shouldn't expect to get into UCLA; he should consider UCLA a reach school. Typically, the only students who are offered admission with well below average numbers are highly recruited athletes in major sports, legacy students with donor parents, students from extraordinary backgrounds or circumstances, and students with amazing accomplishments. Even though colleges review your recommendations, personal essays, and extracurricular activities, gaining admission to a college is difficult with subpar grades and standardized test scores. Example #2 Regardless of your GPA and standardized test scores, for any student who wants to apply to Harvard, Harvard is a reach school. Harvard's admissions rate is only 6%. Obviously, that's an amazingly low percentage. Among Harvard students, the average high school GPA is 4.04 and the average SAT score is 2260. The 75th percentile SAT score is a perfect 2400. Even if you have a perfect GPA and perfect SAT score, Harvard is so selective that it's still a reach school. Harvard is a reach school for everyone. How to Identify Your Reach Schools Let's go through how to curate your list of schools to apply to, step-by-step. Step #1: Create Your List of Dream Schools Initially, don't consider your odds of getting in when creating your list of dream schools.Learn how to choose a collegeand use as many sources as possible to identify the colleges you want to go to. The most prestigious schools are likely to be reach schools. Use the best college search websites to help create your list. If necessary, you can also use guide books like Fiske Guide to Colleges and The Best 379 Colleges for in-depth college profiles and comparisons. Seek advice from others. Talk to your teachers, counselors, friends, and parents about colleges. Don't just blindly accept their college recommendations, but research the schools they recommend, and then determine whether or not those schools would be a good fit for you. After doing your research and consulting these various sources, you should be able to compile your list of dream schools. I recommend having about 8-15 schools on this list. If you have fewer schools, you may not be giving yourself enough options. If you have more, you probably haven't done enough to narrow down your college search and the application and selection process may end up being too costly and tedious. Step #2: Determine Which of the Schools From Your List Are Reach Schools The next step in identifying your reach schools is to determine which schools on your list of dream schools qualify as reach schools for you. How do you do this? I recommend using the PrepScholar school database. You can google â€Å"(name of school) prepscholar admissions requirements† to find a school profile for each college on your list. On the school profile, use the admissions calculator to get a rough idea of your chances of admission. The admissions calculator combines your GPA and standardized test scores with the admissions rate to approximate your chances of getting into the school. If, according to the admissions calculator, you have less than a 30% of gaining admission or the school has an admissions rate of less than 15%, then you should categorize the college as a reach school for you. Keep in mind that your GPA and SAT scores are only two components that determine whether you’re accepted to a school. Your extracurricular activities, recommendations, essays, and background play a role, too. However, GPA and SAT scores are the most important factors and they’re the most objective available statistics. How Many Reach Schools Should You Apply to? You may be wondering how many reach schools you should apply to. The number you should apply to depends on a few of different factors. Keep in mind that the college application process can be costly, if you don't qualify for application fee waivers. Also, it can be very time-consuming, especially if you apply to schools that don't use the Common Application. A general rule is to apply to 1/3 reach schools out of all the schools you apply to. If you follow this formula, then if you apply to 10 schools, no more than 3 should be considered reaches. Also, 1/3 of the schools you apply to should be safety schools, schools that typically admit students with your qualifications. The remaining 1/3 should be schools that are in the middle, colleges that give you about a 30%-80% chance of admission based on your qualifications. If the cost and time you spend on your applications doesn't matter as much to you, you can apply to more reach schools. However, you do want to make sure that you apply to enough other schools to ensure that you give yourself choices. If you're likely to get rejected by most of the schools you apply to, your options may be limited when you're selecting a college to attend. If you're not even close to the average GPA or 25th percentile SAT score at a selective college, you may be wasting your time applying. Your chances of getting in are probably close to zero unless there's something else truly extraordinary in your application or there's a building on campus named after one of your immediate family members. Quick Review A reach school is a college that is not likely to admit you, generally offering you less than a 30% chance of admission. Use the admissions rate of a college and its average GPA and standardized test scores to determine if its a reach school for you. The most selective colleges are reach schools for everyone. Apply to roughly 1/3 reach schools to ensure that you have options during the college selection process. Give yourself college options. What's Next? If you want to make yourself competitive for college admission, learn how to build the most versatile college application. For those of you who need to improve your standardized test scores, find out how to get a 2400 on the SAT or a 36 on the ACT. Want to improve your SAT score by 160 points or your ACT score by 4 points?We've written a guide for each test about the top 5 strategies you must be using to have a shot at improving your score. Download it for free now:

SUMMARY Article Example | Topics and Well Written Essays - 250 words - 2

SUMMARY - Article Example Opinions may also be contradictory such as those on needs for high-quality social services and lower tax is an example. Public opinions may call for better quality of care but oppose tax increment that is necessary for the improvements. Misinformation is another limitation to governance by public opinion. People either lack facts on issues of moderate facts to suit their values and beliefs and these misinform opinions. Another factor to misinformation is lack of attention to available information. A significant percentage of American students, for example, do not know popular facts as British prime minister. Public opinion may however be valid without knowledge but knowledge of consequences is important. The author concludes by arguing that being informed is a necessity for better ability to solve problems and influence developments in the society. He notes availability of sources of information and advocates for dedication of time to these sources for informed public

Business Strategy Essay Example | Topics and Well Written Essays - 2000 words - 5

Business Strategy - Essay Example It is high time for the business houses to develop efficient strategy, aligning with the changing scenario, so that they are able to sustain the changing times effectively. Primark has been a global name of repute in the clothing industry functional in Europe. It was in the year of 1969 that the first store of this leading clothing brand was inaugurated at Mary Street of Dublin in Ireland. The success of the first store led to establishment of four more stores with in a year with in the periphery of Greater Dublin. By 1971, the company had more than 15 stores in Ireland. In 1974, the group expanded to Great Britain with two high street stores in Derby and Bristol. By the end of the year 1984, the group had 44 stores, half of which were in Ireland and the other half in the United Kingdom. 1984 had been a remarkable year for the budgeted clothing group as it witnesses first multiple acquisitions by the group in lieu of five Woolworth stores (Primark, n.d.). A subsidiary of the Associated British Foods, Plc, Primark also have many other acquisitions, takeovers and mergers in its credit. In the year 1995, it acquired BHS One-Up Discount Chain and Co-Op which also included Reading Property. Among other notable acquisitions by Primark includes that of Littlewoods and six stores from Allders. Apart from the number of stores being opened in the Ireland and United Kingdom, the company ventured in to other European nations too. In 2006, Primark opened its first store in Madrid (Plenilunio) of Spain. It moved to Netherlands (at Rotterdam) in the year of 2008 and this year it has also entered in to Portugal (Lisbon) and Germany (at Bremen). Mission statement of a company defines the real motto of the organisation. In fact, it emphasises the very reason of existence of the company along with its future course of action. The mission, the vision and the objectives of the company also enables the share holders and other

Love Is Sacrifice Essay Example for Free

Love Is Sacrifice Essay I left work today realizing just how fortunate I am to be on the track towards a successful career. And on top of that, the fact that I actually enjoy my job makes it even better! Its definitely been a long road. I think about how I had to deal with rude and ignorant customers as a convenient store cashier during junior high, the strenuous labor working alongside my mother at the dry cleaners in high school, and then finally those dreaded double shifts waiting tables for three years during college. And yet I look at what I have today and realize that I havent obtained these things for myself. All of it has been provided by the hands of the good Lord, and the sacrifice of my parents. Its truly amazing what a parents love for his/her child can accomplish. How much they are willing to sacrifice for the sake of their children. I must say without a doubt that is one of the most important lessons my parents have taught me. Love is sacrifice. My parents immigrated to the U.S. in 1979. My mother came to this country first in January of that year, along with her parents and her siblings. She left behind her husband and her two daughters in search of a better life for all of us. Being away from your child even for a minute is the hardest thing to do as a mother. Not a day went by during our separation that she didnt think of us, did not long to hold us in her arms and to sing us to sleep with sweet lullabies. She fought back tears and endured heartache every day, but she knew that in the long run, this would all be worth it. My dad tells me that during this time while I was in Korea under his sole care, I would look up at all the airplanes that flew by and cry out, Um-ma, Um-ma (mother in Korean). My father would shake his head and tell me that it wasnt my mother and I would burst into tears. My father and my aunts (his sisters) told me they had never seen an infant cry as much as I did during the time my mother was gone. Finally, almost a year later in December of 1979, we were reunited with my mother at the Chicago OHare International Airport. My father likes to tell me how our reunion was delayed, because I had to use the bathroom and couldnt hold it in. So the flight was delayed twenty minutes for its departure to the good old USA because of little moi and her weak bladder (oops!). When I finally saw my mother, I immediately ran into her arms. I must have been the happiest little girl in the world at that very moment. But my sister (who was not even one at the time my mother left) didnt recognize her and clung to my father refusing to go into my mothers arms. I cant imagine the heartache my mother must have felt when her own child didnt recognize her. Even as my mother retold the story to us, she choked with emotion recalling the alienation she sensed at that moment. What a sacrifice she made. But a child never forgets the womb from which she was conceived and in no time at all, my sister was Moms little baby girl again. My mother is my role model of strength and courage. My parents had heard such wonderful stories about life in America. But life wasnt wonderful in the beginning. My grandparents, two uncles, my aunt, and my parents all lived together in a small apartment in Maryland. They could hardly speak the native language. They had no money to their name. They were starting off from scratch. They began as cashiers at local convenient stores, worked in dry cleaners, and basically took whatever job they could get. Here they were, educated and skilled, yet working these blue-collar jobs in the hopes that one day their children wouldnt have to. My parents both worked long hours. We hardly saw them and soon found ourselves becoming latch-key kids. My sister, brother, and I basically grew up taking care of ourselves. My father was also attending seminary at the same time studying to be a pastor, which I think ended up being one of the greatest sacrifices he made. Theres no money in ministry. No glory. Very little benefits. But I learned quickly that the treasures on Earth fade away just as quickly as the sun rises and the sun sets. My father saw the eternal reward and was willing to sacrifice everything he had for it including a comfortable life for himself and his family. I find myself awestruck at how my father even raised a family of five on his salary. I make more than double what he ever made as a pastor. And Im having a hard enough time managing my finances as a single person, much less raising a family. Yet my father knew this was his calling in life and he knew it would not be an easy road for any of us. My father is my role model of sacrifice and incredible faith. My sister and I had to work our way through college, studying diligently when we werent working odd jobs to pay off our tuition and rent. Though those years were hard and we found ourselves ready to give up at certain points of our college career, we made it through. But I remember the moments where I felt I just couldnt go on living like this. I remember vividly one night during my sophomore year in college when I came home after a horrible night at the restaurant and found myself weeping quietly in the corner of my room (hoping my roommates wouldnt hear). I stayed there the rest of the night, wishing with all my heart that my life were different. Yet it was the hope and dreams of something better down the road that got me through those hard days. Although my parents couldnt give us much in terms of material things, they gave us so much more. My sister, brother, and I have a deep appreciation and understanding of hard work and sacrifice. Having experienced the hardships ourselves, we are only that much more grateful for what our parents did for us. The chance they took to go to a different country where everything was foreign to them so that they could give their children a better life than they had known for themselves. To sacrifice their own dreams and ambitions so that we could see ours come true. Now as college graduates with promising careers, my parents proudly see that their sacrifice was well worth it. Mere words cannot say thank you enough.

A Critique of The Taming of the Shrew :: Taming Shrew Essays

A Critique of The Taming of the Shrew      Ã‚  Ã‚   The Taming of the Shrew is one of the earliest comedies written by William Shakespeare.   Some scholars believe it may have been his first work written for the stage as well as his first comedy (Shakespearean 310).  Ã‚  Ã‚   The earliest record of it being performed on stage is in 1593 or 1594.   It is thought by many to be one of Shakespeare's most immature plays (Cyclopedia 1106).      Ã‚  Ã‚  Ã‚  Ã‚   In The Taming of the Shrew, Petruchio was the only suitor willing to court Kate, the more undesirable of Baptista's   two daughters.   Kate was never described as unattractive (Elizabeth Taylor played her role in one film of the production), but was known for her shrewish behavior around all of Padua. Bianca, on the other hand was very sweet and charming and beautiful; for these reasons many suitors wooed her.   Kate was presented to be much more intelligent and witty than Bianca, but, ironically, she could not compete with Bianca because of these witty comebacks and caustic remarks she made (Dash 830).   All of the men who desired Bianca needed somebody to marry Kate, as it was customary for the older daughter to be married before the young one.   Finally, Petruchio came along to court Kate, saying he wanted to marry wealthily in Padua. It appeared, though, as if   Petruchio was the kind of man who needed an opposition in life.   The shrewish Kate, who was known to have a sharp tongue, very adequately filled his need for another powerful character in a relationship (Kahn 419).   When Petruchio began to woo Kate, everybody was rather surprised, but Signior Baptista agreed when Petruchio wanted marry her on Saturday of the week he met her.   Clearly, he was not opposed because he wanted to hurry and get Kate married so she would not be in Bianca's way anymore.   Petruchio showed up to the wedding late and in strange attire, but nevertheless they were married that Saturday.   Petruchio began his famous process of taming his bride.      Ã‚  Ã‚  Ã‚   From the beginning, Petruchio wanted to dominate a relationship of two dominating personalities.   He sought to tame her in a nonviolent but still somewhat cruel fashion.   Petruchio's method of "taming" Kate featured depriving

The Benefits of Attending a Community College

The Benefits of Attending a Community College Some prospective college students tend to overlook the many benefits that come along with attending a community college. This may be because they aren't aware of the advantages or they don't have a true understanding of how this type of educational training can benefit them. Whatever the case may be, year after year large numbers of people opt to go straight from high school into four-year universities.Although that is of course a fantastic route to take, people should also give some thought to the notion of attending a community college. One of the best things about attending this type of educational institution is the smaller class sizes that are offered. At traditional universities, sometimes classes can have anywhere from 50 to 400 students at one time. This may not seem like a big deal, but the larger the class, the less opportunity students have to get one-on-one interaction with their professors.This may not be important to some pe ople. However, being able to contact their professor with questions or even for tutoring sessions is vital to many people. In fact, being able to have an accessible professor can make the difference in whether or not some students pass or fail. So, one of the great things about choosing these types of establishments are the fact that they promote more student and teacher interaction. Therefore, whenever someone has issues, there's a better chance that those problems will actually be addressed.Another great thing about attending a community college is that it costs much less than the traditional four-year institution. This is extremely important to note, especially now that the cost of education is rising and more people are struggling to stay financially stable. Being able to get a good education at an affordable rate is something that is sometimes hard to come by when people choose to attend traditional colleges. The good news is that the average community college allows people to get a good education without having to pay an arm and a leg.Lastly, another benefit these institutions provide is the ability for students to transfer their course credits to traditional universities. In other words, if someone decided to take this particular route and then one day they decided that they wanted to attend a four-year university, they wouldn't have to feel like they wasted their time. There are many benefits that come along with attending a community college, but many people might not realize it. As the landscape of education continues to change, more and more people are beginning to take this route instead of the traditional path.

Personal log

If you are a biologist interested in working in the tropical rainforest's, briefly describe a research study you could complete at each level in the biological hierarchy, starting from the organisms level to the biosphere. 2. What are the two biotic variables that dictate type of terrestrial bimbo? Do aquatic and marine systems rely on the same two variables? Why or why not? 3. Which of the terrestrial boomers Is the most vulnerable to anthropogenic (human) Influence and why?What Is being affected? 4. Create a table that lists the bimbo, biotic variables that are elevate, and examples of organisms that would reside there. 5. Why arena species all over the planet? What influences dispersal? 6. What is the value of describing populations using density, dispersion, and demographic information? Be specific and be sure to demonstrate your understanding of the terms. 7. What are the two mall population growth models? What organisms may follow those growth models? 8.What factors influence t he populations described in #6? How do density-dependent and density-independent factors play a role? Chapter 41 1 . What are the five mall types of Interspecies Interactions discussed In the chapter? Describe each. . When Interactions result In a negative outcome for one species (e. G. Parasitism, predation, herbivore), the species that is affected will typically have a response to prevent that negative outcome. Describe examples of how species respond to these effects. 3.How do invasive species affect the natural populations? 4. What is the difference between a food chain and a food web? 5. What type of ecosystems would likely demonstrate bottom-up control? Top-down control? Why? 6. Is ecological disturbance a bad thing? Why or why not? Give an example to support your answer. 7. How did MacArthur and Wilson demonstrate the connection between area and species richness & diversity? Chapter 42 1 . Why do ecologists need to understand the laws of thermodynamics? How do they apply to a n ecosystem? 2.How much energy Is being transferred for each atrophic level? 3. What is primary production? What limits primary production in aquatic ecosystems? Why is primary production so low in the open ocean? 4. Why can we say that biochemical cycles are nature's way of recycling? 5. List the inputs and outputs (to the atmosphere) of each of the following biochemical cycles: a. Water cycle b. Carbon cycle d. Phosphorus cycle Chapter 43 1. What are the three levels of biodiversity? Is one level more important to study than the others?Why or why not? 2. What are the threats to biodiversity? Describe specific examples of each. 3. Why are small populations at risk? Describe specific issues associated with small populations. 4. Should we preserve land in multiple small patches or one large patch (SOLOS theory – single large or several small)? Using your knowledge of landscape structure and biodiversity, how would you establish a protected area and why? 5. How does climate cha nge affect species diversity and distribution? 6. What do we mean by the term â€Å"sustainability'?

Famous Quotes from Arthur Millers Death of a Salesman

Famous Quotes from Arthur Millers Death of a Salesman Willy Loman, the titular character in Death of a Salesman, spent his whole life pursuing what he thought was the American Dream. The play deals with themes of reality and illusion as a family struggles to define their dreams. It is one of Arthur Millers most famous plays and brought  him international acclaim. In 1949, Miller won the Pulitzer  Prize for Drama for this controversial play.    Quotes From Death of a Salesman Im the New England man. Im vital in New England. (Act 1)Hes liked, but hes not well liked. (Act 1)The man who makes an appearance in the business world, the man who creates personal interest, is the man who gets ahead. Be liked and you will never want. (Act 1)The man knew what he wanted and went out and got it! Walked into a jungle and comes out, the age of 21, and hes rich! (Act 1)I dont say hes a great man. Willie Loman never made a lot of money. His name was never in the paper. Hes not the finest character that ever lived. But hes a human being, and a terrible thing is happening to him. So attention must be paid. Hes not to be allowed to fall in his grave like an old dog. Attention, attention must finally be paid to such a person. (Act 1)A small man can be just as exhausted as a great man. (Act 1)Before its all over were gonna get a little place out in the country, and Ill raise some vegetables, a couple of chickens... (Act 2)You cant eat the orange and throw the peel away - a man is not a piece of fruit. Act 2 After all the highways, and the trains, and the appointments, and the years, you end up worth more dead than alive. (Act 2)I realized what a ridiculous lie my whole life has been. Act 2Ive got to get some seeds. Ive got to get some seeds, right away. Nothings planted. I dont have a thing in the ground. (Act 2)Biff: Pop! Im a dime a dozen, and so are you!Willy: I am not a dime a dozen! I am Willy Loman, and you are Biff Loman! Act 2Im gonna show you and everybody else that Willy Loman did not die in vain. He had a good dream. Its the only dream you can have - to come out No. 1 man. He fought it out here, and this is where Im gonna win it for him. (Act 2)

Mayflies, Order Ephemeroptera

Mayflies, Order Ephemeroptera The order Ephemeroptera includes only the mayflies. Ephemeroptera comes from the Greek ephemeros, meaning short-lived, and pteron, meaning wing. Adult mayflies live just one or two days. Description As adults, mayflies have delicate, slender bodies. They hold their membranous wings vertically when at rest. You can easily identify an adult mayfly by its triangular forewings and two or three long, threadlike tails extending from the abdomen. Most species also produce a subimago stage, which looks similar to the adult but is sexually immature. Mayflies live on land as adults, but are entirely aquatic as nymphs. Adult mayflies live just long enough to mate, which they often do in dramatic swarming flights. Receptive females fly into the cloud of swarming males, and mate in flight. The female deposits her eggs on the surface of a shallow pond or stream, or on objects in the water. Mayfly nymphs inhabit streams and ponds, where they feed on algae and detritus. Depending on the species, a mayfly nymph may live two weeks to two years before emerging from the water to complete its life cycle. Mayflies are known for emerging en masse, usually in May. In some places, large numbers of emerged mayflies can coat roads, making travel slippery and dangerous. Habitat and Distribution Mayfly nymphs inhabit fast-flowing streams and shallow ponds with high levels of dissolved oxygen and low levels of pollutants. They serve as bioindicators of good water quality. Mayfly adults live on land, near ponds and streams. Scientists describe over 4,000 species worldwide. Major Families in the Order Family Baetidae - small minnow mayfliesFamily Heptageniidae - stream mayfliesFamily Ephemeridae - common burrower mayfliesFamily Leptophlebiidae – prong-gilled mayfliesFamily Siphlonuridae - primitive minnow mayflies Families and Genera of Interest The American sand burrowing mayfly, Dolania Americana, is one of a few species of predatory mayflies.The Gila mayfly, Lachlania dencyanna, is known to exist only in one small area of New Mexico, and is threatened with extinction.An unusual parthenogenetic mayfly, Eurylophella oviruptis, employs a surprising method of oviposition. The subimagos abdomen literally ruptures, spilling its eggs onto the waters surface. Sources: Borror and DeLongs Introduction to the Study of Insects, 7th Edition, Charles A. Triplehorn and Norman F. JohnsonOrder Ephemeroptera - Mayflies, Bugguide.netGuide to Aquatic Insects and Crustaceans, Izaak Walton League of America

Art Essay Example | Topics and Well Written Essays - 500 words - 32

Art - Essay Example It also appears that the art is full of ideas and depictions, which are symbolic to the events that took place at the time. However, one can deduce that the art evokes spiritual emotions from the beauty and colors used in the art. The designer of the image adopted the use of the ‘arch’ and integration of the Doric and Ionic columns. Peebles and mosaics have been for decoration purposes. There is also the use of formal elements in order to evoke the above kind of impression. The main medium used is oil. This improves the beauty and quality of the work. Space has also been adequately used and appropriately organized in order to pass the intended message to the viewer. The other important thing is about the use of light and color. These two have been dynamically used to achieve contrast and drama. They have also been used to offer ‘transitions’ instead of using lines during painting. This is what makes the image very outstanding. The paintings is produced from oil color and light. It is through the use of the two that contrast is easily achieved. Another important thing is that the designer of the image appears to have created it in three dimensions in order to make it more outstanding. This is something achieved by painting using oil and light accordingly. Reflecting on the image, it should be observable that architecture is a form of art, and therefore, it is capable of borrowing a lot from the ancient, pre-modern and even from the post-modern periods in order to pioneer new but stylish images. In this case, the use of historical references on this image helps understand how most of the ancient architectural elements were used since they cannot be viewed today anyway (Fairbanks 103). This is because most of these ancient buildings have collapsed a long time ago. However, studying them offers insights to the architectural elements and how they can be applied in modern designs. Another

Walden - A Treatise on Transcendentalism Example | Topics and Well Written Essays - 500 words

Walden - A Treatise on Transcendentalism - Term Paper Example Living with a meagre amount of income, he built a home and enjoyed the most rustic freedom available to mankind. Moreover, Thoreau alleged in the tome that over-dependence on literature was never an effective conduit towards transcendence or the ideal conception of one’s spiritual condition against the lure of worldly facets or sensual perceptions; spiritual success can be attained through individual intuition or experience. The magnificent natural surroundings endowed to us by Mother Nature is goading us to live simply and to concentrate on the elemental sounds of nature such as the rustling hum of the leaves, the chirping of migratory birds, the ringing of the chapel’s bells, the jangling and muffling of wagons, the farm animals moaning, and the tiny creatures flirting. The last chapter of the book condemned the American preoccupation with success and excessive affluence that were vestigial to their pursuit of happiness. Thoreau compassionately encouraged humanity to alter their lives for the wellness of the spirit and not for the mounting of wealth and material possessions. He epitomized these pieces of advice by means of passages interspersed in the book such as â€Å"sell your clothes and keep your thoughts,† and â€Å"say what you have to say, not what you ought.† Furthermore, Thoreau denounced conformity because this administrative demand hinders the genuine journey of humanity towards happiness and contentment; individuals, as he accepted, should follow what their hearts and minds utter because only though self-discretion will a person obtain a blissful subsistence. The masterpiece of Thoreau generally criticizes the debilitating fixation of the Western culture towards consumerism and materialism which in the long run will spawn the obliteration of nature. The venture of Thoreau towards simplicity has three objectives; primarily, the endeavour was performed to elude the global weakening effect of the Industrial Revolution.

Effectiveness of Public Private Partnerships Cooperation Between Essay

Effectiveness of Public Private Partnerships Cooperation Between Business and The Government - Essay Example In such sort of relationship, there is a co-dependency of both the parties involved. The responsibility of government is of primal importance as it is solely the duty of government to provide the private sector with public services. Hence, governments are making use of such partnerships thereby getting massive financial benefits from public private partnerships. Apart from providing value for money, public private partnerships are also useful for providing newly formulated designs, advanced public services, and an excessively rapid process of construction. Some governments are facing alleged accusations of using public private partnership for political motives. It is a substantial fact that public private partnership function properly under the mutual affinity between the private and public sector thereby making pp services as non-privatized and non-nationalized services. In addition to it, such partnerships offer mutual dependency upon each other, which allows them to attain remarka ble results. The core issue related to public private partnership is budgeting for it entirely depends upon the financing of the private group. For instance, if finances and cost of the project are the responsibilities of the private sector, the government does not feel the necessity to take control of matters related to finance. However, when funds are un-available, government feels the need to meet the financial requirement by imposing public taxes. Trans-European Network for transport is proposed to alleviate problems related to financing in public private partnership. This network is constructed to meet the requirements of recession and inflation. As with the descending economical condition of many countries,...This paper outlines the growing importance of successful cooperation between public and private sector in form of public private partnerships in the world today. The well designed project not only helps the parties to stay committed to their work but it also offers them a scope of improvement than the previous project, the risk factors are reduced, reliability is higher and the efficiency of the project is also higher. One of the biggest advantage of public private partnership is that in case of any mishap or loss in the project; the expenses are shared by both the parties involved. The risks of bigger losses are minimized. Another significant advantage of these partnerships is achieved by the fact that it is essentially duty of the government to decide the user charges on which a normal person can use the infrastructure. Due to the current economic recession, the significance of public-private partnership has been increased as now governments are facing grave economical pressure and private-public partnership has become a strong medium to facilitate the building of infrastructure because the investors have been encouraged to invest in the building of infrastructure that may include hospitals, re-creational parks, educational institutions, etc. Apart from providing value for money, public private partnerships are also useful for providing newly formulated designs, advanced public services, and an excessively rapid process of construction. There are many forms of public private partnerships depending upon the business and finance controller of the project as sometimes it is solely in control of the public sector or in control of the private sector the other times.

Constructing Social Knowledge Graph from Twitter Data

Constructing Social Knowledge Graph from Twitter Data   Yue Han Loke 1.1 Introduction The current era of technology allows its users to post and share their thoughts, images, and content via networks through different forms of applications and websites such as Twitter, Facebook and Instagram. With the emerging of social media in our daily lives and it is becoming a norm for the current generation to share data, researchers are starting to perform studies on the data that could be collected from social media [1] [2].The context of this research will be solely dedicated to Twitter data due to its publicly available wealth of data and its public Stream API. Twitters tweets can be used to discover new knowledge, such as recommendations, and relationships for data analysis. Tweets in general are short microblogs consisting of maximum 140 characters that can consists of normal sentences to hashtags and tags with @, other short abbreviation of words (gtg, 2night), and different form of a word (yup, nope). Observing how tweets are posted shows the noisy and short lexical natu re of these texts. This presents a challenge to the flexibility of Twitter data analysis. On the other hand, the availability of existing research conducted on entity extraction and entity linking has decreased the gap between entities extracted and the relationships that could be discovered. Since 2014, the introduction of the Named Entity rEcognition and Linking (NEEL) Challenge [3] has proved the significance of automated entity extraction, entity linking and classification appearing in different event streams of English tweets in the research and commercial communities to design and develop systems that could solve the challenging nature in tweets and to mine semantics from them. 1.2 Project Aim The focus of this research aims to construct a social knowledge graph (Knowledge Base) from Twitter data. A knowledge graph is a technique to analyse social media networks using the method of mapping and measurement for both relationships and information flows among group, organizations, and other connected entities in social networks [4]. A few tasks are required to successfully create a knowledge graph based on Twitter data A method to aid in the construction of knowledge graph is by extracting named entitiessuch as persons, organizations, locations, or brands from the tweets [5]. In the domain of this research, the named entity to be referenced in the tweet is defined as a proper noun or acronym if it is found in the NEEL Taxonomy in the Appendix A of [3], and is linked to an English DBpedia [6] referent and a NIL referent. The second component in creating a social knowledge graph is to utilize those extracted entities and link them to their respective entities in a knowledge base. For example, Tweet: The ITEE department is organizing a pizza gettogether at UQ. #awesome ITEE refers to an organization and UQ refers to an organization as well. The annotation for this is [ITEE, organization, NIL1], where NIL1 refers to the unique NIL referent describing the real-world entity ITEE that does not have the equivalent entry in DBpedia and [UQ, Organization, dbp:University_of_Queensland] which represents the RDF triple (subject, predicate, object). 1.3 Project Goals Firstly, getting the Twitter tweets. This can be achieved by crawling Twitter data using Public Stream API[1] available in the Twitter developer website. The Public Stream API allows extraction of Twitter data in real time. Next, entity extraction and typing with the aid of a specifically chosen information extraction pipeline called TwitIE[2] open-source and specific to social media and has been tested most extensively on microblog sentences. This pipeline receives the tweets as input and recognises the entities in the same tweet. The third task is to link those entities mined from tweets to the entities in the available knowledge base. The knowledge base that has been selected for the context of this project is DBpedia. If there is a referent in DBpedia, the entity extracted will be linked to that referent. Thus, the entity type is retrieved based on the category received from the knowledge base. In the event of the unavailability of a referent, a NIL identifier is given as shown in section 1.2. The selection of an entity linking system with the appropriate entity disambiguation and candidate entity generation that receives the extracted entities from the same Tweet and produce a list with all the candidate entities in the knowledge base. The task is to accurately link the correct entity extracted to one of the candidates. The social knowledge graph is an entity-entity graph combining two extracted sources of entities. The first is the analysis of the co-occurrence of those entities in same tweet or same sentence. Besides that, the existing relationships or categories extracted from DBpedia. Thus, the project aims to combine the extraction of co-occurrence of extracted entities and the extracted relationships to create a social knowledge graph to unlock new knowledge from the fusion of the two data sources. Named Entity Recognition (NER), Information Extraction (IE) are generally well researched in the domain of longer text such as newswire. However, overall, microblogs are possibly the hardest kind of content to process. For Twitter, some methods have been proposed by the research community such as [7] that uses a pipeline approach to perform the first tokenisation and POS tagging and topic models were used to find named entities. [8] propose a gradient-descent graph-based method for doing joint text normalisation and recognition, reaching 83.6% F1 measure. Besides that, entity linking in knowledge graphs have been studied in [9] using graph-based method by collectively gather the referent entities of all named entities in the same document and by modelling and exploiting the global interdependence between Entity Linking decisions. However, the combination of NER, and Entity Linking in Twitter tweets is still a new area of research since the NEEL challenge was first established in 2013 . Based on the evaluation conducted in [10] on the NEEL challenge, lexical similarity mention detection strategy that exploit the popularity of the entities and apply a distance similarity functions to rank entities efficiently, and n-gram [11] features are used. Besides that, Conditional Random Forest (CRF) [12] is another mentioned entity extraction strategy. In the entity detection context, graph distances and various ranking features were used. 2.1. Twitter crawling [13] defined the public Twitter Streaming API provides the ability of collecting a sample of user tweets. Using the statuses/filter API provides a constant stream of public Tweets. Multiple optional parameters may be specified such as language and locations. Applying the method CreateStreamingConnection,a POST request to the API has the capability of returning the public statuses as a stream. The rate limit of the Streaming API allows each application to submit up to 5,000 Twitter. [13] Based on the documentation, Twitter currently allows the public to retrieve at most a 1% sample of their data posted on Twitter at a specific time. Twitter will begin to return the sample data to the user when the number of tweets reaches 1% of all tweets on Twitter. According to [14] research comparing Twitter Streaming API and Twitter Firehouse, the final results of the Streaming API depends strongly on the coverage and the type of analysis that the researcher wishes to perform. For example, the researchers found that if given a set of parameters and the number of tweets matching them increases, the coverage of the Streaming API is reduced. Thus, if the research is concerning a filtered content, the Twitter Firehose would be a better choice with regards to its drawback of restrictive cost. However, since our project requires random sampling of Twitter data without filters except for English language, Twitter Streaming API would be an appropriate choice since it is freely available. 2.2. Entity Extraction [15] suggested an open-source pipeline, called TwitIE which is solely dedicated for social media components in GATE [16]. TwitIE consists for 7 parts: tweet import, language identification, tokenisation, gazetteer, sentence splitter, normalisation, part-of-speech tagging, and named entity recogniser. Twitter data is delivered from the Twitter Streaming API in JSON format. TwitIE included a new Format_Twitter plugin in the most recent GATE codebase which converts the tweets in JSON format automatically into GATE documents. This converter is automatically associated with documents names that end in .json, if not text/x-json-twitter should be specified. The TwitIE system uses TextCat a language processing and identification algorithm for its language identification. It has the capability to provide reliable tweet language identification for tweets written in English using the English POS tagger and named entity recogniser. Tokenisation oversees different characters, class sequence and rules. Since the TwitIE system is dealing with microblogs, it treats abbreviations and URLs as one token each by following the Ritters tokenisation scheme. Hashtags and user mentions are considered as two tokens and is covered by a separate annotation hashtags. Normalisation in TwitIE system is divided into two task: the identification of orthographic errors and correction of the errors found. The TwitIE Normaliser is designed specific to social media. TwitIE reuses the ANNIE gazetteer lists which contain lists such as cities, organisations, days of the week, etc. TwiTie uses the adapted version of the Stanford Part-of speech tagger which is tweets tagged with Penn TreeBank(PTB) tagset trained. The results of using the combination of normalisation, gazetteer name lookup, and POS tagger, the performance was increased to 86.93%. It was further increased to 90.54% token accuracy when the PTB tagset was used. Named entity recognition in TwitIE has a +30% absolute precision and +20% abso lute performance increase as compare to ANNIE, mainly respect to date, Organizations and Person. [7] proposed an innovative approach to distant supervision using topic models that pulls large amount of entities gathered from Freebase, and large amount of unlabelled data. Using those entities gathered, the approach combines information about an entitys context across its mentions. T-NER POS Tagging system called T-POS has added new tags for Twitter specific phenomenal retweets such as usernames, urls and hashtags. The system uses clustering to group together distributionally similar words for lexical variations and OOV words. T-POS utilizes the Brown Clusters and Conditional Random Fields. The combination of both features results in the ability to model strong dependencies between adjacent POS tags and make use of highly correlated features. The results of the T-POS are shown on a 4-fold cross validation over 800 tweets. It is proved that T-POS outperforms the Standford tagger, obtaining a 26% reduction in error. Besides that, when trained on 102K tokens, there is an error reduct ion of 41%. The system includes shallow parsing which can identify non-recursive phrases such as noun, verb and prepositional phrases in text. T-NERs shallow parsing component called T-CHUNK, obtained a better performance at shallow parsing of tweets as compared against the off the shelf OpenNLP chunker. As reported, a 22% reduction in error. Another component of the T-NER is the capitalization classifier, T-CAP, which analyse a tweet to predict capitalization. Named entity recognition in T-NER is divided into two components: Named Entity Segmentation using T-SEG, and classifying named entities by applying LabeledLDA. T-SEG uses IOB encoding on sequence-labelling task to represent segmentations. Furthermore, Conditional Random Fields is used for learning and inference. Contextual, dictionary and orthographic features: a set of type lists is included in the in-house dictionaries gathered from Freebase. Additionally, outputs of T-POS, T-CHUNK and T-CAP, and the Brown clusters are used to generate features. The outcome of the T-SEG as stated in the research paper, Compared with the state-of-the-art news-trained Stanford Named Entity Recognizer. T-SEG obtains a 52% increase in F1 score. To address the issues of lack of context in tweets to identify the types of entities they contain and excessive distinctive named entity types present in tweets, the research paper presented and assessed a distantly supervised approach based on LabeledLD. This approach utilizes modelling of every entity as a combination of types. This allows information about an entitys distribution over types to be shared across mentions, naturally handling ambiguous entity strings whose mentions could refer to different types. Based on the empirical experiments conducted, there is a 25% increase in F1 score over the co-training approach to Named Entity Classification suggested by Collins and Singer (1999) when applie d to Twitter. [17] proposed a Twitter adapted version of Kanopy called Kanopy4Tweets that uses the approach of interlinking text documents with a knowledge base by using the relations between concepts and their neighbouring graph structure. The system consists of four parts: Name Entity Recogniser (NER), Named Entity Linking (NEL), Named Entity Disambiguation(NED) and Nil Resources Clustering(NRC). The NER of Kanopy4Tweets uses a TwitIE a Twitter information extraction pipeline mentioned above. For the Named Entity Linking. For NEL, a DBpedia index is build using a selection of datasets to search for suitable DBpedia resource candidates for each extracted entity. The datasets are store in a single binary file using HDT RDF format. This format has compact structures due to its binary representation of RDF data. It allows for faster search functionality without the need of decompression. The datasets can be quickly browse and scan through for a specific object, subject or predicate at glance. For e ach named entity found by NER component, a list of resource candidates retrieved from DBpedia can be obtain using the top-down strategy. One of the challenges found is the large volume of found resource candidates impacts negatively on the processing time for disambiguation process. However, this problem can be resolved by reducing the number of candidates using a ranking method. The proposed ranking method ranks the candidates according to the document score assigned by the indexing engine and selects the top-x elements. The NED takes an input of a list of named entities which are candidate DBpedia resources after the previous NEL process. The best candidate resource for each named entity is selected as output. A relatedness score is calculated based on the number of paths between the resources weighted by the exclusivity of the edges of these paths which is applied to candidates with respect to the candidate resources of all other entities. The input named entities are jointly dis ambiguated and linked to the candidate resources with the highest combined relatedness. NRC is a stage whereby if there are no resource in the knowledge base that can be linked to a named entity extracted. Using the Monge-Elkan similarity measure, the first NIL element is assign into a new cluster, then the next element is used to differentiate from the previous ones. An element is added to a cluster when the similarity between an element and the present clusters is above a fixed threshold, the element is added to that particular cluster, whereas a new cluster is formed if there are no current cluster with a similarity above the threshold is found. 2.3. Entity Extraction and Entity Linking [18]proposed a lexicon-based joint Entity Extraction and Entity Linking approach, where n-grams from tweets are mapped to DBpedia entities. A pre-processing stage cleans and classifies the part-of-speech tags, and normalises the initial tweets converting alphabetic, numeric, and symbolic Unicode characters to ASCII equivalents. Tokenisation is performed on non-characters except special characters joining compound words. The resulting list of tokens is fed into a shingle filter to construct token n-grams from the token stream. In the candidate mapping component, a gazetteer is used to map each token that is compiled from DBpedia redirect labels, disambiguation labels and entities labels that is linked to their own DBpedia entities. All labels are lowercase indexed and linked by exact matches only to the list of candidate entities in the form of tokens. The researcher used a method of prioritizing longer tokens than shorter ones to remove possible overlaps of tokens. For each entity ca ndidate, it considers both local and context-related features via a pipeline of analysis scorers. Examples of local features included are string distance between the candidate labels and the n-gram, the origin of the label, its DBpedia type, the candidates link graph popularity, the level of uncertainty of the token, and the surface form that matches best. On the other hand, the relation between a candidate entity and other candidates with a given context is accessed by the context-related features. Examples of mentioned context-related features are direct links to other context candidates in the DBpedia link graph, co-occurrence of other tokens surface forms in the corresponding Wikipedia article of the candidate under consideration, co-references in Wikipedia article, and further graph based feature of the link graph induced by all candidates of the context graph which includes graph distance measurements, connected component analysis, or centrality and density observations. Besid es that, the candidates are sorted per their confidence score based on how an entity describes a mention. If the confidence score is lower than the threshold chosen, a NIL referent is annotated. [19] proposed a lexical based and n-grams features to look up resources in DBpedia. The role of the entity type was assigned by a Conditional Random Forest (CRF) classifier, that is specifically trained using DBpedia related feature (local features), word embedding (contextual features), temporal popularity knowledge of an entity extracted from Wikipedia page view data, string similarity measures to measure the similarity between the title of the entity and the mention (string distance), and linguistic features, with additional pruning stage to increase the precision of Entity Linking. The whole process of the system is split into five stages: pre-processing, mention candidate generation, mention detection and disambiguation (candidate selection), NIL detection and entity mention typing prediction. In the pre-processing stage, tweet tokenisation and part-of-speech tags were used based on ARK Twitter Part-of-Speech Tagger, together with the tweet timestamps extracted from tweet ID. Th e researchers used an in-house mention-entity dictionary of acronyms. This dictionary computes the n-grams (n [20] research paper proposed an entity linking technique to link named entity mentions appearing in Web text with their corresponding entities in a knowledge base. The solution mentioned is by employing a knowledge base. Due to the vast knowledge shared among communities and the development of information extraction techniques, the existence of automated large scale knowledge bases has been ensured. Thus, this rich information about the worlds entities, their relationships, and their semantic classes which are all possibly populated into a knowledge base, the method of relation extraction techniques is vital to obtain those web data that promotes discovery of useful relationships between entities extracted from text and their extracted relation. Once possible way is to map those entities extracted and associated them to a knowledge base before it could be populated into a knowledge base. The goal of entity linking is to map ever textual entity mention m à ¢Ã‹â€ Ã‹â€  M to its corres ponding entry e à ¢Ã‹â€ Ã‹â€  E in the knowledge base. In some cases, when the entity mentioned in text does not have its corresponding entity record in the given knowledge base, a NIL referent is given to indicate a special label of un-linkable. It is mentioned in the paper that named entity recognition and entity linking o be jointly perform for both processes to strengthen one another. A method proposed in this paper is candidate entity generation. The objective of the entity linking system is to filter out irrelevant entities in the knowledge base that for each entity extracted. A list of candidates which might be the possible entities that the extracted entity is referring to is retrieved. The paper suggested three techniques to handle this goal such as name based dictionary techniques entity pages, redirect pages, disambiguation pages, bold phrases from the first paragraphs, and hyperlinks in Wikipedia articles. Another method proposed is the surface form expansion from the local document that consists of heuristics based methods and supervised learning methods, and methods based on search engine. In the context of candidate entity ranking method, five categories of methods are advised. The supervised ranking methods, unsupervised ranking methods, independent ranking methods, collective ranking methods and collaborative ranking methods. Lastly, the research paper mentioned ways to evaluate entity linking systems using precision, recall, F1-measure and accuracy. Despite all these methods used in the three main approaches is proposed to handle entity linking system, the paper clarified that it is still unclear which are the best techniques and systems. This is since different entity linking system react or perform differently according to datasets and domains. [21] proposed a new versatile algorithm based on multiple addictive regression trees called S-MART (Structured Multiple Additive Regression Trees) which emphasized on non-linear tree-based models and structured learning. The framework is a generalized Multiple Addictive Regression Trees (MART) but is adapted for structured learning. This proposed algorithm was tested on entity linking primarily focused on tweet entity linking. The evaluation of the algorithm is based on both IE and IR situations. It is shown that non-linear performs better than linear during IE. However, for the IR setting, the results are similar except for LambdaRank, a neural network based model. The adoption of polynomial kernel further improves the performance of entity linking by non-LINEAR SSVM. The paper proved that entity linking of tweets perform better using tree-based non-linear models rather than the alternative linear and non-linear methods in IE and IR driven evaluations. Based on the experiments condu cted, the S-MART framework outperforms the current up-to-date entity linking systems. 2.4. Entity Linking and Knowledge Base Based on [22], an approach to free text relation extraction was proposed. The system was trained to extract the entities from the text from existing large scale knowledge base in a cooperatively manner. Furthermore, it utilizes the learning of low-dimensional embedding of words, entities and relationships from a knowledge base with regards to score functions. Built upon the norm of employing weakly labelled text mention data but with a modified version which extract triples from the existing knowledge bases. Thus, by generalizing from knowledge base, it can learn the plausibility of new triples (h, r, t); h is the left-hand side entity (or head), the right-hand side entity (or tail) and r the relationship linking them, even though this specific triple does not exist. By using all knowledge base triples rather than training only on (mention, relationship), the precision on relation extraction was proved to be significantly improved. [1] presented a novel system for named entity linking over microblog posts by leveraging the linked nature of DBpedia as knowledge base and using graph centrality scoring as disambiguation methods to overcome polysemy and synonymy problems. The motivation for the authors to create this method is because linked entities tend to appear in the same tweets because tweets are topic specific and together with the assumption since tweets are topic specific, related entities tend to appear in the same tweet. Since the system is tackling noisy tweets acronyms handling and Hashtags in the process of entity linking were integrated. The system was compared with TAGME, a state-of-the-art system for named entity linking designed for short text. The results shown that it outperformed TAGME in Precision, Recall and F1 metrics with 68.3%, 70.8% and 69.5%. [23] presented an automated method to populate a Web-scale probabilistic knowledge base called Knowledge Vault (KV) that uses the combination of extractions from the Web such as text documents (TXT), HTML trees (DOM), Html tables (TBL), and Human Annotated pages (ANO). By using RDF triples (subject, predicate, object) with association to a confidence score that represents the probability that KV believes the triple is correct. In addition, all 4 extractors are merged together to form one system called FUSED-EX by constructing a feature vector for each extracted triple. Next, a binary classifier is applied to compute the formula. The advantages of using this fusion extractor is that it can learn the relative reliabilities of each system as well as creating a model of the reliabilities. The benefits of combining multiple extractors include 7% higher confidence triples and a high AUC score (the higher probability that a classifier will choose a randomly chosen positive instance to be ra nked) of 0.927. To overcome the unreliability of facts extracted from the Web, prior knowledge is used. In the domain of this paper, Freebase is used to fit the existing models. Two ways were proposed in the paper which are Path ranking algorithm with AUC scores of 0.884 and the Neural network model with a AUC score of 0.882. A fusion of both methods stated was conducted to increase performance with an increased AUC score of 0.911. With the evidence of the benefits of fusion quantitatively, the authors of the paper proposed another fusion of the prior methods and the extractors to gain additional performance boost. The result of the fusion is a generation of 271M high confidence facts with 33% new facts that are unavailable in Freebase. [24]proposed TremenRank, a graph based model to tackle the target entity disambiguation challenge, task of identifying target entities of the same domain. The motivation of this system is due to the challenges and unreliability of current methods that relies on knowledge resources, the shortness of the context which a target word occurs, and the large scale of the document collected. To overcome these challenges, first TremenRank was built upon the notion of collectively identity target entities in short texts. This reduces memory storage because the graph is constructed locally and is continuously scale-up linearly as per the number of target entities. This graph was created locally via inverted index technology. There are two types of indexes used: the document-to-word index and the word-to-document index. Next, the collection of documents (the shorts texts) are modelled as a multi-layer directed graph that holds various trust scores via propagation. This trust score provided an in dication of the possibility of a true mention in a short text. A series of experiments was conducted on TremenRank and the model is more superior than the current advanced methods with a difference of 24.8% increase in accuracy and 15.2% increase in F1. [25]introduced a probabilistic fusion system called SIGMAKB that integrates strong, high precision knowledge base and weaker, and nosier knowledge bases into a single monolithic knowledge base. The system uses the Consensus Maximization Fusion algorithm to validate, aggregate, and ensemble knowledge extracted from web-scale knowledge bases such as YAGO and NELL and 69 Knowledge Base Population. The algorithm combines multiple supervised classifiers (high-quality and clean KBs), motivated by distant supervision and unsupervised classifiers (noisy KBs) Using this algorithm, a probabilistic interpretation of the results from complementary and conflicting data values can be shown in a singular response to its user. Thus, using a consensus maximization component, the supervised and unsupervised data collected from the method stated above produces a final combined probability for each triple. The standardization of string named entities and alignment of different ontologies is done in the pre-processing stage. Project plan Semester 1 Task Start End Duration(days) Milestone Research: 23/03/2017 Twitter Call 27/02/2017 02/03/2017 4 Entity Recognition 27/02/2017 02/03/2017 4 Entity Extraction 02/03/2017 02/03/2017 7 Entity Linking 09/03/2017 16/03/2017 7 Knowledge Base Fusion 16/03/2017 23/03/2017 7 Proposal 27/02/2017 30/03/2017 30 30/03/2017 Crawling Twitter data using Public Stream API 31/03/2017 15/04/2017 15 15/04/2017 Collect Twitter data for training purp