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Data Mining
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206 papers

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What is Data Mining?

Data mining is the process of extracting patterns, correlations, and actionable insights from large datasets, and it sits at the intersection of computer science, statistics, and business strategy. Students encounter this topic in courses covering information systems, business intelligence, database management, and healthcare informatics. Its academic interest lies in how organizations transform raw, accumulated data into competitive advantage—turning records of customer behavior, market activity, and operational performance into structured knowledge that drives decisions.

The papers collected here approach data mining from several directions. Business-focused essays examine how companies use mining tools to understand customer behavior, segment markets, and improve products, often framing the discussion around CRM applications and business intelligence systems. A second strand concentrates on healthcare, exploring data mining in patient records and healthcare information systems, including the role of data warehousing as a storage and retrieval foundation. Other papers take a broader organizational lens, asking how and why companies should implement data warehousing and mining systems together, and what drawbacks accompany these technologies alongside their contributions.

A strong essay on data mining begins with a focused thesis that specifies a domain—healthcare, retail, CRM—and a clear evaluative claim about effectiveness, risk, or implementation. Evidence carries most weight when it moves from general definitions toward concrete analysis of tools, techniques, or outcomes within that domain. Students should distinguish clearly between data warehousing and data mining, since conflating the two undermines analytical precision. Avoid padding the paper with broad technology history; instead, keep the argument anchored to how mining methods produce specific, verifiable results in the context you have chosen.

206 papers

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Essay Doctorate

Evgeny Morozov's critique of social media and internet freedom

¶ … scholars and agree that social networks (Twitter, Facebook, etc.) are good for democracy. One academic who argues that social media will not aid democratic movements is Evgeny Morozov, whose book, The New Delusion:…

Thesis Doctorate

Virtual training effectiveness for new employee orientation in corporations

Computers have revolutionized almost every aspect of the modern world. Communication is now expected to be instant and global, and with this, comes the expectations of the modern employee and organization. The Internet, for instance, offers a way to reach out globally to communicate, share data, develop concepts, and train. The idea of virtual training, for instance, allows training to occur on almost any subject regardless of the location of the trainer or learner. It can be adapted to fit almost any environment, and provides both a huge cost-savings to the organization, as well as a way to both ensure viability and similarity in content and relevance and insertion of new information.

Research Paper Doctorate

Building customer-centric call centers through systems and processes

¶ … ability of an organization to deliver exceptional customer experiences the greater their ability to survive in a turbulent global economy. The managing of customer experiences and the quantification of those…

Essay Doctorate

Law enforcement technology tools since 1990: aviation, biometrics, and forensics

¶ … advances in technology. The Internet has brought the idea of instantaneous global communication to a reality; smaller and smarter chips are now included in inexpensive Smart Phones, and our ability to understand and…

Paper Undergraduate

Decision trees and data mining in healthcare decision-making

"Decision Tree Analysis." (2010). MindTools. Cited in: http://www.mindtools.com/index.html

Paper High School

How the internet, personal computers, and mobile phones transformed society

Daisley, L. (2007). How the Internet Changed the World. The Morning News.

Paper Undergraduate

Key issues and challenges affecting the affiliate marketing industry

Customer Acquisition Through Affiliates: Current State of the Issues

Paper Undergraduate

Customer relationship management implementation at GIBCA Group Companies

The modern day society evolves at a rapid pace, and this pace is generally set by the field of information technology and communications, which impacts all aspects of the daily life.

Paper Doctorate

Data warehousing and mining in organizational business practices

Data management is very important to any business. No matter how much data is collected, it is what is done with the data once it has been collected that can make or break an organization.

Essay Doctorate

Data mining techniques for predicting and analyzing customer behavior

Data mining is an important part of business today, because it allows companies to collect a lot of information that can be used to plan what to sell and to whom. There are some consumers, though, who are concerned about the privacy of their personal information. This information has to be provided by consumers for various reasons, and companies are not always clear what they are going to do with that information. It can make consumers nervous and upset.

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