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IEICE Trans

Keyword : temporal dynamics

TDCTFIC: A Novel Recommendation Framework Fusing Temporal Dynamics, CNN-Based Text Features and Item Correlation
Meng Ting XIONG Yong FENG Ting WU Jia Xing SHANG Bao Hua QIANG Ya Nan WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/08/01
Vol. E102-D  No. 8 ; pp. 1517-1525
Type of Manuscript:  PAPER
Category: Data Engineering, Web Information Systems
Keyword: 
recommendation system, matrix factorization, temporal dynamics, convolutional neural networks, item correlation, 
 Summary | Full Text:PDF
Enhancing Purchase Behavior Prediction with Temporally Popular Items
Chen CHEN Chunyan HOU Jiakun XIAO Yanlong WEN Xiaojie YUAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2017/09/01
Vol. E100-D  No. 9 ; pp. 2237-2240
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
recommender system, behavior analysis, temporal dynamics, session, 
 Summary | Full Text:PDF