Purchase Behavior Prediction in E-Commerce with Factorization Machines
Author:
Affiliation:
1. College of Computer and Control Engineering, Nankai University
2. School of Computer and Communication Engineering, Tianjin University of Technology
Publisher
Institute of Electronics, Information and Communications Engineers (IEICE)
Subject
Artificial Intelligence,Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Hardware and Architecture,Software
Link
https://www.jstage.jst.go.jp/article/transinf/E99.D/1/E99.D_2015EDL8116/_pdf
Reference7 articles.
1. [1] T. Lee, Y. Park, and Y. Park, “A time-based approach to effective recommender systems using implicit feedback,” Expert Systems with Applications, vol.34, no.4, pp.3055-3062, 2008.
2. [2] J. Lee, et al., Visualization and Analysis of Clickstream Data of Online Stores for Understanding Web Merchandising, Data Mining and Knowledge Discovery, vol.5, no.1-2, pp.59-84, 2001.
3. [3] Q. Liu, E. Chen, H. Xiong, C.H.Q. Ding, and J. Chen, “Enhancing collaborative filtering by user interest expansion via personalized ranking,” Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, vol.42, no.1, pp.218-233, 2012.
4. [4] Y.-J. Park and K.-N. Chang, “Individual and group behavior-based customer profile model for personalized product recommendation,” Expert Systems with Applications, vol.36, no.2, pp.1932-1939, 2009.
5. [5] T.C.-K. Huang, “Mining the change of customer behavior in fuzzy time-interval sequential patterns,” Applied Soft Computing, vol.12, no.3, pp.1068-1086, 2012.
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