Presentation 2010-11-17
Proposal and Verification on Universal Profiler System Based on Basic Desires
Takayuki AKIYAMA, Yaemi TERAMOTO, Kiyohiro OBARA, Masaaki TANIZAKI,
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Abstract(in English) The recommender system, which recommends the best information for user's personality, has the problem that it doesn't recommend the best item accurately and so users don't get satisfaction because it knows very little information of user profile. In this report, for the purpose of profiling users from user's various action histories, we propose the profiling method based on user's basic desires, and we verify the method by implementing experiment. As a result, we show that proposal method has more utility than user profile in user's single domain action history.
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Keyword(in English) profile / desire / user satisfaction / human behavior / user modeling / recommend
Paper # ISEC2010-50,LOIS2010-29
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Committee ISEC
Conference Date 2010/11/10(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Proposal and Verification on Universal Profiler System Based on Basic Desires
Sub Title (in English)
Keyword(1) profile
Keyword(2) desire
Keyword(3) user satisfaction
Keyword(4) human behavior
Keyword(5) user modeling
Keyword(6) recommend
1st Author's Name Takayuki AKIYAMA
1st Author's Affiliation Hitachi, Ltd., Central Research Laboratory()
2nd Author's Name Yaemi TERAMOTO
2nd Author's Affiliation Hitachi, Ltd., Central Research Laboratory
3rd Author's Name Kiyohiro OBARA
3rd Author's Affiliation Hitachi, Ltd., Central Research Laboratory
4th Author's Name Masaaki TANIZAKI
4th Author's Affiliation Hitachi, Ltd., Central Research Laboratory
Date 2010-11-17
Paper # ISEC2010-50,LOIS2010-29
Volume (vol) vol.110
Number (no) 281
Page pp.pp.-
#Pages 8
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