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WPI (Worcester Polytechnic Institute)

Computer Science Department
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Smarter Search Engines -- Using Personalization to Improve Search Results

Eugene Cushman, Dan Murphy and George Stuart

Advisor: Professor Mark Claypool

Major Qualifying Project MLC-CF00
Computer Science Department, WPI
Terms ABC 2000-2001

Abstract

Search engines must become more customized and accurate to meet the demands of the growing Web. We propose the use of filtering techniques to enhance the ability of a search engine to deliver relevant results. We have designed and implemented a working collaborative search engine, called Foible. We demonstrate the advantages of a hybrid search/recommender/collaborative system by performing an extensive user study. Our conclusions show that users prefer intelligent search engines incorporating our new techniques over traditional means of performing searches.


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[WPI Homepage] [CS Homepage] [Mark Claypool's Homepage]