Papers on "Data Mining" and similar term paper topics

Paper #074763 :: Data Mining
Buy and instantly download this paper now

An in-depth study on data mining.

Written in 2006; 9,329 words; 10 sources; MLA; $ 192.95

Paper Summary:

This study examines the use of advanced techniques of data clustering in algorithms that employ abstract categories for the pattern matching and pattern recognition procedures used in data mining searches of web documents. The paper discusses the significance and purpose of the study. The author gives exact methodology, organization and statistical results of the study. It also evaluates implementation of data clustering for web based searches and its feasibility.

Table of Contents
Background of the Problem
Significance of the Study
Definitions
Overview of the Methodology
Organization of the Study
Purpose of the Study
Background and a Review of Literature
Alternative Solutions
Feasibility Tests
Evaluation and Implementation
References

From the Paper:

"Documents are commonly represented as vector space models. In this model, each document is represented by a point in the space that roughly corresponds with the union of the primary words in the document. The process includes filtering out common words (such as pronouns and conjunctions), ignoring words that are unique to the document, and words are stemmed in order to reduce them to canonical form. Once this is done , the document can be expressed in the form of vectors, and then those vectors can be used to plot a pint in virtual space that represents that specific document. The words of the document are also weighted; without this provision, the more commonly a word appears in a document, the more important it is considered (which is often not really the case). Conversely, words that appear infrequently in a document are considered discriminatory- they serve as a distinguishing feature for the document in question.[10]"

Tags: internet clustering algorithms technique web search

More papers on "Data Mining"

1. Paper #059656 :: Data Mining ( 3,546 words; 10 sources; MLA )
2. Paper #093039 :: Data and Text Mining ( 4,555 words; 30 sources; MLA )
3. Paper #108029 :: Data Mining in Business Research ( 2,307 words; 20 sources; MLA )
4. Paper #067626 :: Data Mining ( 3,397 words; 5 sources; MLA )
5. Paper #054398 :: Data Mining ( 3,476 words; 12 sources; MLA )

About AcaDemon

We have thousands of high-quality term papers, research papers, essays, book reports and dissertations on every topic. At AcaDemon, you can download those term papers to help you write yours! You can be sure that the term paper, essay, book report or research paper, you download are top-quality, competitively priced and high-level work.

Look for more research papers, essays and book reports on Data Mining

This Free Term Paper Abstract is a part of our Term Paper Library. Here you can purchase research papers, examples of essays, academic dissertations, articles, notes, analytical papers, book reports, stories and poems. We have thousands of persuasive, point-of-view, narrative, critical, compare and contrast and other types of essays in our Library. You can also find here Term papers on "Data Mining", Essays on "Data Mining", Research papers on "Data Mining", Student papers on "Data Mining", Book reports on "Data Mining", Dissertation on "Data Mining", Thesis on "Data Mining", Summary of paper on "Data Mining", Articles written on "Data Mining".