The data is stored in large amounts with several individuals in a central location; once a hacker is in, he has access to several hundreds of thousands of "pages" of data. Data mining companies believe that consumers have the right to regulate their own personal data and that consumer awareness is important.
Companies that collect data argue that data collection is not illegal and that they safeguard their material effectively against data theft and loss. This data is cross checked several times and entered into databases where it is stored along with millions of other entrants Lin Data transformation where data are transformed and consolidated into forms appropriate for mining by performing summary or aggregation operations 5.
Another flaw that the critics against government regulation have in their beliefs is that the consumer has a choice as to what data is being mined by him or her. In recent years, the following companies had a significant loss of data in the form of hackers, lost laptops, lost disks, and backup tapes: Frequent patterns, as the name suggests, are patterns that occur frequently in data.
Clustering, summarization, association rules, and sequence discovery are usually descriptive in nature. All algorithms require some technique to search the data. The major challenge encountered in the frequent itemset mining is generation of large result set which is accompanied by huge memory consumption.
Department of Justice with 80, entries, Choice Point withentries, University of Texas withentries, Marines withentries, Time Warner withentries, Bank of America with 1, entries, Citi Group with 3, entries, and the Department of Veterans with 26, entries lost Big Brother.
This drops the value of the company and presents the company in a bad light.
The data is not always stored in a secure location and is susceptible to hack and information loss. Data integration where multiple data sources may be combined 3. Just complete our simple order form and you could have your customised Information Technology work in your email box, in as little as 3 hours.
The output of the data mining query probably is not a subset of the database. The initial research was largely motivated by the analysis of market basket data, the results of which allowed companies to more fully understand purchasing behavior and, as a result, better target market audiences.
This is mainly associated with the fact that if the threshold set is relatively low, an exponentially large number of itemsets are generated and some algorithms take up much memory and take longer time for generation of the frequent itemsets.
A descriptive model identifies patterns or relationships in data.This free Information Technology essay on Data mining is perfect for Information Technology students to use as an example. Free data mining papers, essays, and research papers. Data Mining This Research Paper Data Mining and other 64,+ term papers, college essay examples and free essays are available now on mint-body.com Autor: review • February 3, • Research Paper • 2, Words (12 Pages) • 1, Views4/4(1).
Data Mining is the process of extracting valid, previously unknown, comprehensible, and actionable information from large databases and usin.
Data Warehouse As A Data Mining Source Information Technology Essay "Business intelligence (BI) is a set of methodologies, processes, architectures, and technologies" (Wikipedia, the free encyclopedia, n.d.) that find useful and meaningful "information" from raw "data".
Free Essay: Ethical Issues Raised by Data Mining Data mining is the practice of gathering data from various sources and manipulating it to provide richer.Download