Database System Concepts
Database System Concepts
7th Edition
ISBN: 9780078022159
Author: Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher: McGraw-Hill Education
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A scenario is described below where data mining might be applied. Indicate what data mining algorithm you would apply, why you would apply this algorithm, and how you would apply it.


A company has many documents that need to be sorted into one of three categories:  Research & Development, Finance, or Marketing.  They have been able to identify several phrases that are commonly used in these documents and may help disambiguate them but there is a large number (thousands) of these phrases and each one only appears in a small number of documents. Thankfully someone has labelled a few hundred documents for you, but you need to build a method to automatically label the rest.

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