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Security, privacy and ethical issues in data mining
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Recommended: Security, privacy and ethical issues in data mining
Data Mining and Privacy-an ethical look
I. Introduction
In 2001, the MIT Technology Review listed data mining as one of the top 10 technologies that will change the world.[i] So, what is data mining? For many people, the simple answer is that data mining is the collecting of people’s information when logged onto the Internet. But Webopedia emphasizes that data mining is not the collection of data itself, but the statistical interpretation of it – allowing people to obtain new information or find hidden patterns within that collected data.[ii] It is the combination of these, collection and analysis, which are cause for concern. People want to know: What information is being collected about me? Who has access to that information? What decisions are people making about me based upon that information?
This paper looks at how data mining is currently being used on the Internet. It examines whether our privacy rights are vulnerable. Ways in which our privacy can be protected are explored. Finally, an ethical question is considered: ‘Are we maintaining our privacy with the current usage of data mining on the Internet?’ This question is looked at from several ethical points of view.
II. Examples of Data Mining Use
In general, nearly every time you surf or make a purchase online, information is collected on your actions. Then targeted advertising can be presented online, emailed, snail-mailed or even phoned to you. The business concept behind this is “best predictor of future behavior is relevant past behavior” (ala Dr. Phil). One company claims that retailers can increase their return on data mining investment by 1,000 percent.[i] The first step in understanding data mining is to look at the various ways t...
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...www.acm.org/sigs/sigkdd/explorations/issue4-2/thuraisingham.pdf
[x] Sara Baase, A Gift of Fire (Upper Saddle River, NJ: Prentice Hall, 2003)44, 46, 55, 85, 86
[xi] American Civil Liberties Union, MATRIX: Myths and Reality, 10 Feb 2004, 17 Feb 2004, http://www.aclu.org/news/NewsPrint.cfm?ID=14894&c=130
[xii] Dan Verton, Senate Kills Data Mining Program, 18 Jul 2003, Computerworld, 17 Mar 2004, http://www.pcworld.com/news/article/0%2Caid%2C111626%2C00.asp
[xiii] Martin S Olivier, Database Privacy - Balancing Confidentiality, Integrity and Availability, SIGKDD Explorations 4:2 (December 2002): 20-27, 29 Feb 2004, http://www.acm.org/sigs/sigkdd/explorations/issue4-2/olivier.pdf
[xiv] Patricia Ellen Freed, Thinking Ethically about Policy Issues, Jewish College of Nursing and Allied Health, 13 Mar 2004, http://www.icss.net/~freedos/Pages/Debate/Review.html
Without bluntly saying it, Faulkner, in several instances, hints that Emily has gone mad. At a few points in the story, the narrator mentions Emily's Great Aunt Wyatt, who "had gone completely crazy at last" (paragraph 25). This is the narrator's insinuation that insa...
Growing up Emily was an all-around vibrant girl. Over time, she becomes a secretive old woman. In a “A Rose for Emily, “she was described as shuttered, dusty, and dark just like the outside of her home. She inherited mental illness from her father side. “She exhibits the qualities of the stereotypical southern “eccentric”: unbalanced, excessively tragic, and subject of a bizarre behavior” (SparkNotes Editors 2007, pg 4). When her father passed away, she refused to give up his body. In all, Emily is a scared soul whose loneliness and co-dependent upbringing let her to remain socially unfit, and unable to make healthy human connections (Enotes, 2016 pg 1). Her upbringing slowly affected her ability to function like the rest of the townspeople. The townspeople never labeled her with a mental illness, but she was constantly talked about because of the relationship she had with Homer, and curiosity of the way Emily was living got the best of the
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The personal connection Americans have with their phones, tablets, and computers; and the rising popularity of online shopping and social websites due to the massive influence the social media has on Americans, it is clear why this generation is called the Information Age, also known as Digital Age. With the Internet being a huge part of our lives, more and more personal data is being made available, because of our ever-increasing dependence and use of the Internet on our phones, tablets, and computers. Some corporations such as Google, Amazon, and Facebook; governments, and other third parties have been tracking our internet use and acquiring data in order to provide personalized services and advertisements for consumers. Many American such as Nicholas Carr who wrote the article “Tracking Is an Assault on Liberty, With Real Dangers,” Anil Dagar who wrote the article “Internet, Economy and Privacy,” and Grace Nasri who wrote the article “Why Consumers are Increasingly Willing to Trade Data for Personalization,” believe that the continuing loss of personal privacy may lead us as a society to devalue the concept of privacy and see privacy as outdated and unimportant. Privacy is dead and corporations, governments, and third parties murdered it for their personal gain not for the interest of the public as they claim. There are more disadvantages than advantages on letting corporations, governments, and third parties track and acquire data to personalized services and advertisements for us.
Weblining is tracking web user’s information when using the internet, the information that is taken is then used to try to sell items to the user. Carr informs readers on how weblining works: “Already, advertisers are able to infer extremely personal details about people by monitoring their Web-browsing habits. They can then use that knowledge to create ad campaigns customized to particular individuals” (541). This is a method companies use to get their products seen. For example, when one is researching for the latest weight loss product, when that individual goes on another web site they will notice tons of ads about weight loss programs and products. Although this may seem like a great thing because these ads make the individual to research more about the products however, weblining can have a negative outcome. Andrews explain to readers that just because of your race, zip code and the web pages you visit you can: “You might be refused health insurance based on a Google search you did about a medical condition. You might be shown a credit card with a lower credit limit, not because of your credit history, but because of your race, sex or ZIP code or the types of Web sites you visit” (553). Andrews remind readers that weblining takes away opportunities and privileges simply because of the color of your skin, where you live, and what you research
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Different people, cultures, and nations have a wide variety of expectations about how much privacy is entitled to or what constitutes an invasion of privacy. Privacy is the ability of an individual or group to seclude themselves or information. Personal privacy has been declining in the past year which is caused by today’s technological society. With the latest technology such as face scanners, data collecting, and highly advanced software’s, privacy can be compromised, which is exactly what is being done today and it is unconstitutionally intrusive.
Privacy challenges. Privacy is a circumstance of restricted right of entry to an information regarding an individual (Knoppers, 2015). Brothers and Rothstein (2015) noted numerous other kinds of privacy, comprising physical, decisional, proprietary and relational or associational privacy. This study emphasizes on informational health privacy. When it comes to privacy issues the crucial question to explore is; how can leadership balance the right of privacy with the advantageous requirement for clinical data-access in EHR? The Privacy Act of 1974 is the US law that represents national standards to protect the private health information of individuals by mandating appropriate safeguards and limitations on the right to use and release of (PHI)
Taxation has always been a major controversy. Just like any major corporation, the government is constantly looking to raise revenue. The easiest and fairest way to do this is by taxing the people. However, how the people will be taxed is always an issue.
Tax reform has undergone much debate in the political stratosphere recently. The tax system has been stigmatized because of a multitude of reasons that include corruption. Additionally, tax reform is a very complex issue. In addition, there has been an abundance of negotiations in Congress to pass some type of tax reform. Despite these talks, actual action has remained stagnant. This topic clearly reflects the collective action principle and the policy principle due to failed tax reform negotiations and the outcomes of various legislation.
In today's society income taxes are something in which almost everyone is familiar. However, the tax law and general purpose of income taxes is something in which the general society gives little thought. In addition, few tax preparers are aware that differences exist between the Generally Accepted Accounting Principles (GAAP) and tax accounting, not to mention the ramifications of avoiding or evading to proper complete the reporting of income taxes. This paper will discuss the objectives of modern tax law, the differences between Generally Accepted Accounting Principles (GAAP) and tax accounting as well as the differences between tax evasion and tax avoidance.
Garrett, T. M., Baillie, H. W., & Garrett, R. M. (2010). Health care ethics: Principles and problems (5thed.). Upper Saddle River, NJ: Prentice Hall.
Gurría, Angel. "Improve tax fairness and help the developing world." OCED. Organisation for Economic Co-operation and Development, 24/04/2009. Web. 9 Oct 2011. .
As can be seen, from the information presented, the need for laws and restrictions concerning internet data collection is greatly needed. Moreover, the government can search private citizens data without warrant or cause. Also, companies are not only collecting internet user data but also selling it. The companies and agencies who commit such crimes should be fined or either closed down. In closing, the privacy and security of individuals on the internet should be upheld by the United States government.