Keyword : recommender systems


A New Similarity Model Based on Collaborative Filtering for New User Cold Start Recommendation
Ruilin PAN Chuanming GE Li ZHANG Wei ZHAO Xun SHAO 
Publication:   
Publication Date: 2020/06/01
Vol. E103-D  No. 6 ; pp. 1388-1394
Type of Manuscript:  PAPER
Category: Office Information Systems, e-Business Modeling
Keyword: 
recommender systemscollaborative filteringcold start problemsimilarity model
 Summary | Full Text:PDF(2.3MB)

Shilling Attack Detection in Recommender Systems via Selecting Patterns Analysis
Wentao LI Min GAO Hua LI Jun ZENG Qingyu XIONG Sachio HIROKAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2600-2611
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
feature extractionpopularityselecting patternsrecommender systemsshilling attacks
 Summary | Full Text:PDF(1.8MB)

Recommender System Using Implicit Social Information
Yusheng LI Meina SONG Haihong E 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/02/01
Vol. E98-D  No. 2 ; pp. 346-354
Type of Manuscript:  PAPER
Category: Data Engineering, Web Information Systems
Keyword: 
recommender systemsimplicit social relationshipsitem relationsprobabilistic matrix factorization
 Summary | Full Text:PDF(1.2MB)

A New Evolutionary Approach to Recommender Systems
Hyun-Tae KIM Jinung AN Chang Wook AHN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/03/01
Vol. E97-D  No. 3 ; pp. 622-625
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
recommender systemsuser's preferenceinteractive evolutionary computationcontent-based filteringdata grouping
 Summary | Full Text:PDF(669KB)

Context-Aware Users' Preference Models by Integrating Real and Supposed Situation Data
Chihiro ONO Yasuhiro TAKISHIMA Yoichi MOTOMURA Hideki ASOH Yasuhide SHINAGAWA Michita IMAI Yuichiro ANZAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/11/01
Vol. E91-D  No. 11 ; pp. 2552-2559
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: Knowledge Acquisition
Keyword: 
user preference modelcontext-awarenessrecommender systemsprobabilistic modeling
 Summary | Full Text:PDF(998.5KB)