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A Referral-Based Recommender System for E-commerce

<p>WENTAO MO. A Referral-Based Recommender System for E-Commerce (Under the direction of Dr. Munindar P. Singh).The thesis is intended to develop the technology and infrastructure to allow people to share knowledge with and learn from each other. A special kind of multiagent system, called multiagent referral system (MARS), is proposed. In MARS, each user is assigned a software agent, and software agents help automate the process of expertise location by a series of ?referral chains.? Unlike most previous approaches, our architecture is totally distributed and preserves the privacy and autonomy of their users. These agents learn models of each other in terms of expertise (ability to produce correct domain answers), and sociability (ability to produce accurate referrals). <P>

Identiferoai:union.ndltd.org:NCSU/oai:NCSU:etd-20010621-231234
Date21 August 2001
CreatorsMo, Wentao
ContributorsDr. Munindar P. Singh, Dr. R. Michael Young, Dr. Mona Singh
PublisherNCSU
Source SetsNorth Carolina State University
LanguageEnglish
Detected LanguageEnglish
Typetext
Formatapplication/pdf
Sourcehttp://www.lib.ncsu.edu/theses/available/etd-20010621-231234
Rightsunrestricted, I hereby certify that, if appropriate, I have obtained and attached hereto a written permission statement from the owner(s) of each third party copyrighted matter to be included in my thesis, dissertation, or project report, allowing distribution as specified below. I certify that the version I submitted is the same as that approved by my advisory committee. I hereby grant to NC State University or its agents the non-exclusive license to archive and make accessible, under the conditions specified below, my thesis, dissertation, or project report in whole or in part in all forms of media, now or hereafter known. I retain all other ownership rights to the copyright of the thesis, dissertation or project report. I also retain the right to use in future works (such as articles or books) all or part of this thesis, dissertation, or project report.

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