Analysis of Data Mining

ITKM Analysis of Data Mining The article Data Mining by Christopher Clifton analyzed how different types of data mining techniques have been applied in crime detection and different outcomes. Moreover, the analysis proposed how the different data mining techniques can be used in detection of different form of frauds. The analysis gave the advantages and disadvantages of using data mining in different operation. The major advantage was that data mining enables analysis of large quantities of data. This is important since such data cannot be analyzed manually since the data is often complex for humans to understand.However, data mining techniques have been used for deceitful purposes such as inappropriate disclosure of private information. The article analyzed different data mining techniques. Predictive modeling is one such technique used in estimation of particular target attribute. Descriptive modeling was another technique, which entails dividing data into groups. The other techniq ues described include pattern mining used in identification of rules relating to different data pattern and anomaly detection, which entails determining the unusual instances that, may arise when using the different data-mining model. ) What is the title and what was the objective of the study/analysis) The title of the article was data mining. The article focused on skills in knowledge discovery can be used in analysis of large volumes of data sets. According to the article, data mining was invented about one and a half decades ago due to the advances in artificial intelligence. Discovery of expert system, genetic algorithms, neural networks, and machine leaning led to develop ways to adapt these schemes and use them for data mining purposes. Related article: What Business Can Learn From Text MiningThe objective of the article was to give a history of data mining, the different types of data mining and the application of data mining in different fields such as business, scientific research, as well as by security agents in detection of crimes and terrorist activities (Clifton Web). Regarding the history of data mining, the article stated that data mining was first implemented in credit card fraud detection. The 2) What data mining algorithm was used (i. e. cluster analysis, decision tree, neural network, other) and describe the algorithm?The analysis used both decision tree algorithm and clustering algorithm. By using decision tree algorithm, the information regarding data mining techniques was grouped by making use of predefined knowledge. The analysis entails description of different crime detection techniques. Moreover, the most appropriate technique for detection of different types of crimes was suggested based on the profitability of using any single technique. Using clustering technique, the data was divided into different groups to obtain certain patterns. Such pattern included classification to data mining techniques based on their uses.This was used to develop ways in which the different techniques can be applied in business (Clifton Web). 3) What was the outcome of the analysis, and how did it benefit the business, if there was a benefit? The analysis identified the various data mining techniques, their applications, strengths and weaknesses. The analysis was important to the business world. For example, the analysis on use of data mining in detection of credit card fraud identified the challenges involved on the process. This was crucial since it gave insights on how different techniques can be developed to make data mining more effective in credit card fraud detection.Another reason why the analysis was important to the business world was that it analyzed the different data mining approa ches such as predictive modeling, descriptive modeling, pattern mining, and anomaly detection. The analysis explained how the different techniques work. Moreover, the analysis was crucial since it provided insights on how different techniques can be used in detection of fraud crime in different types of business transaction. Moreover, it highlighted the shortcoming on the different techniques. This is crucial since it provided intuitions on areas that can be improved to make the techniques more effective (Clifton Web).An additional reason why the analysis was important is that it pinpointed the issues that arise when using data mining techniques in fraud detection. One such issue is privacy concern. This was crucial since it gave insights on how the business world can continue using data mining techniques to combat crime without risking loss of reputation. Moreover, the companies can use data mining for fraud detection crimes while making less error such as those of biasness (Clifto n Web). Conclusion Data mining has undergone modification with technological advancement. Data mining play a great role in enabling detection of problems such as frauds.This is because it enables analysis of large and complex quantities of data. In the article about data mining, Clifton used both decision tree and cluster analysis to assess the different types of data mining. By using decision tree, the author group data mining based on the techniques used. By using clustering, the data was grouped to obtain certain patterns. The analysis was important to business world since it provided insights on how the different data mining techniques work. Works Cited Clifton, Christopher. â€Å"data mining . † Encyclopedia Bratanicca (n. d. ): 1-3. Web. .

Comparison Between Erec and Enide and Don Quixote Essay

The famous Spanish novel, Miguel de Cervantes’s Don Quixote is a parody for epic. It mimics traditional epic in a funny way so as to destroy the conventional expectation behind this serious genre. Therefore, its plot structure can be compared with Chretien de Troyes’ Erec and Enide ,a classic romance epic in Late Middle Ages. In Erec and Enide, the value of chivalry, courtly love and guest and host relationship may be found in this work. Speaking of chivalry, it starts from Erec’s adequate qualities of knighthood: handsome, valiant, noble, young and wealthy. He is qualified as a knight perfectly in appearance, social position and personality. Thereafter, Erec goes through two adventures. In the first one, he experiences a dishonored event, humiliated by a dwarf, the knight named Yder’s servant, and he fights and gains his honor back. In this combat, the dwarf’s physical imperfect may suggest his mental shortage, since he didn’t go hunting as other knights do, but he chose to accompany the queen with casual dress. This behavior and his lack of equipment may indicate that he may not fulfill his obligation of chivalry well. Therefore, the retribution means not only for the return for his honor but for the correction for his uncourtly behavior. After that, Erec becomes so attached to his wife , Enide, that he quits hunting with other knights. Afterwards, he goes on to the second journey. In the second one, he encountered a giant, Guivret, who symbolizes his overacting of courtesy. Guivret is also defeated, showing that Erec has corrected his behavior of overdoing. These two adventures tell that chivalry should be followed neither lacking nor exceeding. When it comes to courtly love, it may be shown from the relationship between Erec and the queen. At the beginning of the story, Erec’s undressing and his accompany with the queen may suppose his unusual relationship with her. When he triumphs over Yder, he commands Yder to go back to the queen to honor her. Since Erec can’t make this love toward her be revealed for the difference of social status, he puts this love into his heart and reveals it in this way. As for the relationship between guest and host, Erec meets the father of Enide and he shows his hospitality to Erec, and he in the end was rewarded for honor and wealth. Although Don Quixote has similar structure, its context reverses audience’s expectation of traditional epic and makes fun of it. First, speaking of chivalry, Don Quixote’s appearance may not be adequate: he is an old and lean person with a meager face. Besides, he is praised by getting up early; apparently it is not a description for a good knight. Cervantes makes Don Quixote funny by these portrayals. Later, he has several adventures, and in one of them he encounters the Biscayan, a servant of the ladies. Don Quixote’s fight with him mimics the combat between knights, and that it ends with Don Quixote’s victory and his request for the Biscayan to beg for mercy in front of his beloved lady, Dulcinea del Toboso. Second, as to courtly love, Don Quixote imagined a farm girl, Aldonza Lorenzo, to be the Princess Dulcinea del Toboso. Even though every time Don Quixote calls her name before he is going to fight, he never talks to her, nor did her know his name. Besides, unlike the noble ladies in traditional chivalry work, Dulcinea is described as â€Å"the best hand of any woman in all La Mancha for salting pigs†. Third, when it comes to the relationship of guest and host, in Don Quixote’s first journey he breaks the law of guest and host. He enters the inn and troubles the landlord to the degree that the landlord wants him to leave without charging him. In conclusion, Cervantes doesn’t only mimic the romantic epic badly for mocking it. He also wants to criticize it by putting a knight to the 17th century. The value of chivalry may differ from the value in 17th century society so much that the originally normal behavior of knights seems ridiculous in people’s eyes from different time.

Comback of Steroids in Sport - 584 Words

By the end of the 21st century steroids will be permitted in every professional sport. Professional sports can put as many limitations on what athletes can take but it will never be enough. Many athletes will have enough money to overcome these limitations. They may still get caught with the drugs but they have enough money to control the media so people won’t see what they did. There is only one way to level the playing field. The only way is to make steroids legal in professional sports. In the article, â€Å"Why it’s Time to Legalize Steroids in Professional Sports† by Chris Smith, he says, â€Å"Not only would the playing field suddenly be even for all players, it would be at a higher level.† I think that this is exactly true. Legalizing steroids would make the sports more entertaining. Athletes in the sport will be able to play at a higher level. Chris Smith also said, â€Å"It also makes sense for professional sports to allow steroids from a busin ess standpoint.† People will pay more money to watch the upper level athletes perform. If steroids were legal it would make drug stores more money because more people would be buying steroids. Not only will the legalization of steroids benefit the sport, it will benefit other businesses as well. Athletes will have a choice of if they want to do steroids or not. There are many side effects of using steroids. One of the side effects is that the body will stop producing natural testosterone. The next side effect is that steroids cause

What Is Cool Interpreting the Idea in The Cool Kids by...

When defining the term â€Å"cool,† what factors do you take into consideration in order to describe what â€Å"cool† is? Do you think of â€Å"cool† regarding popular culture or the type of â€Å"cool† that someone has as a type of characteristic. In her article The Cool Kids, Katy Waldman, assistant editor of Slate.com, addresses the variations of cool and how it is something that differs between people. In this essay, I will be discussing how Waldman addresses her audience with relatable examples in order to show the differences between what is considered â€Å"cool† as well as the many interpretations of it. In The Cool Kids, Waldman shares common interests with her audience concerning the ideas of cool. The audience that Waldman addresses is adults around there 20’s and is interested in popular culture. Waldman first begins her article with her own experience of what was considered cool throughout middle school. She utilizes examples of different television series that were once considered cool, as well as different fashion trends that only cool kids wore throughout those years. Through her own experience, Waldman is able to draw a connection to her audience as her audience has most likely experienced scenarios that were similar. Since her audience is people who are concerned about the current events regarding popular culture, it is guaranteed that they have all gone through the struggle of trying to keep up with popular culture, whether it is trying to keep up with the latest television

Vital Pieces of Slavery Essay Topics

Vital Pieces of Slavery Essay Topics On occasion, it's tough to cover a concrete theme. Don't attempt to compose an original version simultaneously. Each your part is dependent on other. Write a list of ideas you've got or a list of things you're interested in. It can be broken into several components. Make your list as long as feasible take a brief break. In some instances, human trafficking doesn't refer whatsoever to geographical site. Hence, two distinct kinds of economies emerged in addition to the consequent friction between both. At precisely the same time, detecting cause and effect relationships isn't that easy in regards to the selection of an excellent cause and effect essay topic. If you want to help your son or daughter understand how causal relationships work, you can get some handy cause and effect worksheets here. Finding the Best Slavery Essay Topics There are a few great topics to take into consideration when deciding on a topic for your argumentative essay. The very best thing about Essay is you're able to use any sort of language formal or informal. If you wish to compose a fantastic history essay you'd better select a topic that is familiar to you. Picking the correct essay topic can occasionally be rather tricky. The Downside Risk of Slavery Essay Topics Look at making it brief and solid with all the required accents. There's plenty if useful information regarding the Web. Otherwise, there are many style guides you may pick from. It informs the readers about the primary purpose of your research. Among the methods to be successful in any research paper is to make an effective outline. Draw the last line and tell what your research was able to produce. After that, do your research to demonstrate your point. Thus, writing a history paper will definitely be fun, if you only pick a really intriguing history essay topic. This last part would differ from a traditional essay conclusion we all got used to. You also ought to restate the thesis and bring your primary concept to the stage. Take your introduction and utilize it to earn a perfect ending for the whole paper. You will need to see that conclusion isn't just a very simple overview of evidence you've provided in your principal portion of the essay. You should also learn where and how to begin a conclusion for an essay. If you would like to learn to compose a conclusion for an expository essay, you also will need to concentrate on your principal idea and thesis statement. Writing an essay conclusion might seem an obvious and effortless step in the whole essay writing task. Rumors, Deception and Slavery Essay Topics Slavery was widespread and many families owned a minumum of one slave. It has been a part of our history for hundreds of years. It is a huge topic so you first need to decide on what aspects of slavery you want to focus on (slavery in the United States prior to the Civil War, slavery in other countries), and then narrow it further to the main message you wish to convey. It is one of the ugliest non-human forms of social relationships. In the current day, the modern kind of slavery comes in the shape of human trafficking. The idea of slavery is one which is not typical in cultures where the individuals are hunter-gathers. Laws developing a slavery system started to appear for Africans. Describe the financial factors used to justify the custom of slavery in the usa. Lies You've Been Told About Slavery Essay Topics You want to provide your reader the last comment about the whole topic you've been discussing. Within this case we're talking about the Civil War. But our thoughts don't alter the facts that cause the war started. Make sure that you are able to fully trust the evidence you want to use. For example, you may concentrate on the use of Britain or the part of Mexico and the Mexican-American War. Very rapidly it became so widely utilized all around the nation, particularly in the South, that it appeared too hard to eradicate completely. All of us can have different thoughts about the value of the Civil War in the usa. Until the beginning of World. Rum is just one of the numerous new foods and drinks which were created. The colonists had figured out a way to earn money and enhance the economy, but they weren't able to turn the chance into a profitable reality for two key factors. The best way to success requires a lot of time and energy. Nevertheless, a big, landless, and bad population remained. There were other varieties of slaves aside from the above. There were many kinds of slaves which were good at various varieties of jobs. Write about the function of the Underground Railroad in freeing individual slaves and contributing to the general maturation of the abolitionist movement.

Jeffrey Dahmer

Jeffrey Dahmer- Serial Killer Essay Jeffrey Dahmer- Serial Killer When we look back at somecrimes of the century some that should definately come to mind are the gruesome murders the late Jeffrey Dahmer performed.This He would sometimes even eat these dismembered body parts. Some say he went so long without being caught because he chose the ever shifting population such as drifters and prostitutes who had no real identity. He did not kill acquaintances or lovers as many murderers did. When arrested in Milwaukee in 1991 Dahmer confessed to all 17 murders, and was sentenced to about 900 years in prison. Dahmer was eventually bludgeoned to death himself in prison. Obviously, as the media fed off these sick murders, so many asked how could anyone possibly ever think of doing this? Where did this super evil side in Dahmer come from? Why did he get away with it for so long,? and Can we foresee something like this and prevent it? This is a guy whos neighbor thought would be a good guy to have some beer and chips with over a football game. Jeffrey was not abused as a child, nor did he have a horrible background. He was born to a rather quiet graduate student at Marquette University, and his mother worked for a telephone company. He was a shy boy who, like other young boys, liked sweets and loved his dog. It seemed to be a rather ordinary, normal family, but things must have been taking there toll somewhere along the line. There were a few things that were a little strange that may have molded Jeffreys mind. The marriage was rough, the father was fairly distant and, Jeffrey and his brother were seen together but, it was stated in one article that they were never really close. Jeff did also show some scattered flashes of uncontrollable rage, but it was put off as a normal temper. There, however, no real red flag or tell tale signs he would turn out like this. To try to explain this person and his actions we will examine a number of theories out of John Curras Understanding Social Deviance. The first theory we will look at is the Control Theory or Bond Theory. This theory was developed by Hirschi and is probably the most significant control theory. This particular thoery claims that a person is much less likely to be delinquent if they had ties to the conventional world(Curra 50-51). This theory absolutely corresponds with the actions of Jeffrey Dahmer. Hirschi pointed out four dimensions of the bond to society. These were : attachment, commitment, involvement, and beliefs(Curra 50). Attachment is when someone really cares for someone, like family, friends, or teachers and this person is far less likely to commit deviant acts. An example of this would be boys who were attached to a teacher or coach did not want to disappoint them by committing a deviant act. This is also true with boys attached or very close with their parents. Commitment is the level of investment one has in conformity. Someone who has a very high level is probably going to conform, while on the other hand those with a low level will not. Involvement has to do with being involved in conventinal behavior which, in turn, limits the persons shots of committing deviant acts. Being involved in school is an example here. This one reason dropouts have a higher delinquency rate. This is also where I think they get the idea that PAL (Police Athletic League) would be helpful to youths. .u876329fd767ea770f9f90b05bfd95dff , .u876329fd767ea770f9f90b05bfd95dff .postImageUrl , .u876329fd767ea770f9f90b05bfd95dff .centered-text-area { min-height: 80px; position: relative; } .u876329fd767ea770f9f90b05bfd95dff , .u876329fd767ea770f9f90b05bfd95dff:hover , .u876329fd767ea770f9f90b05bfd95dff:visited , .u876329fd767ea770f9f90b05bfd95dff:active { border:0!important; } .u876329fd767ea770f9f90b05bfd95dff .clearfix:after { content: ""; display: table; clear: both; } .u876329fd767ea770f9f90b05bfd95dff { display: block; transition: background-color 250ms; webkit-transition: background-color 250ms; width: 100%; opacity: 1; transition: opacity 250ms; webkit-transition: opacity 250ms; background-color: #95A5A6; } .u876329fd767ea770f9f90b05bfd95dff:active , .u876329fd767ea770f9f90b05bfd95dff:hover { opacity: 1; transition: opacity 250ms; webkit-transition: opacity 250ms; background-color: #2C3E50; } .u876329fd767ea770f9f90b05bfd95dff .centered-text-area { width: 100%; position: relative ; } .u876329fd767ea770f9f90b05bfd95dff .ctaText { border-bottom: 0 solid #fff; color: #2980B9; font-size: 16px; font-weight: bold; margin: 0; padding: 0; text-decoration: underline; } .u876329fd767ea770f9f90b05bfd95dff .postTitle { color: #FFFFFF; font-size: 16px; font-weight: 600; margin: 0; padding: 0; width: 100%; } .u876329fd767ea770f9f90b05bfd95dff .ctaButton { background-color: #7F8C8D!important; color: #2980B9; border: none; border-radius: 3px; box-shadow: none; font-size: 14px; font-weight: bold; line-height: 26px; moz-border-radius: 3px; text-align: center; text-decoration: none; text-shadow: none; width: 80px; min-height: 80px; background: url(https://artscolumbia.org/wp-content/plugins/intelly-related-posts/assets/images/simple-arrow.png)no-repeat; position: absolute; right: 0; top: 0; } .u876329fd767ea770f9f90b05bfd95dff:hover .ctaButton { background-color: #34495E!important; } .u876329fd767ea770f9f90b05bfd95dff .centered-text { display: table; height: 80px; padding-left : 18px; top: 0; } .u876329fd767ea770f9f90b05bfd95dff .u876329fd767ea770f9f90b05bfd95dff-content { display: table-cell; margin: 0; padding: 0; padding-right: 108px; position: relative; vertical-align: middle; width: 100%; } .u876329fd767ea770f9f90b05bfd95dff:after { content: ""; display: block; clear: both; } READ: Locke Berkeley And Hume Essay Lastly, Hirschi described beliefs. Here, it is believed that some people have a stronger belief then others that they should obey to societys rules. In Jeffrey Dahmers case the attachment dimension of the Bond Theory definately was not present. As I stated before; his father was distant, and he was not even that close with his brother. The problems with these ties were likely linked with his crimes. Also under the attachment part .

Jackie Robinson Essays - Jackie Robinson, Branch Rickey,

Jackie Robinson Breaking the Color Barrier Jackie Robinson was an American athlete, business executive, and civil rights leader. Born in Cairo, Georgia, to a family of sharecroppers, Jack Roosevelt Robinson attended Pasadena Junior College in California and the University of California at Los Angeles. At UCLA he demonstrated exceptional athletic ability and became the first UCLA student-athlete to win varsity letters in four sports; football, basketball, baseball, and track. In 1941 Robinson left college to join the United States Army. After graduating from Officers Candidate School, Robinson became a second lieutenant in what was then a segregated army. Troubled by the mistreatment of black soldiers in his unit, Robinson protested the U.S. Army's discriminatory practices. Military police at Fort Hood, Texas, arrested Robinson when he refused the driver's order to move to the back of a bus. A court-martial acquitted Robinson and he received an honorable discharge in 1944 with the rank of first lieutenant. Robinson began his professional baseball career in 1945 with the Kansas City Monarchs, one of the leading teams of the Negro Leagues. Later that year, Robinson signed with Branch Rickey, the general manager of the Brooklyn Dodgers. Robinson spent the 1946 season playing for the Montreal Royals of the International League, a minor league affiliate of the Dodgers. After one season with the Royals, Robinson was called up to the Brooklyn team in 1947, becoming the first black to play major league baseball in the 20th