Adopting user profiles and behavior patterns in a Web-TV recommendation system

Kuan Chung Chen, Wei Guang Teng

研究成果: Conference contribution

3 引文 斯高帕斯(Scopus)

摘要

With recent advances in consumer electronics, it is noted that personalization and interactivity have become two challenging issues to further improve user experiences in watching TV. As there are thousands of TV programs broadcasted everyday, people may spend much time in finding their desirable programs. In view of this, we focus on developing a proper recommendation scheme in the Web-TV environment so that users can be recommended with appropriate programs. Specifically, we propose to estimate user preferences and ratings with both explicit and implicit information provided by users. Moreover, a prototype system which utilizes the adaptive recommendation approach is developed to illustrate the feasibility of the proposed scheme in this paper.

原文English
主出版物標題2009 IEEE 13th International Symposium on Consumer Electronics, ISCE 2009
頁面320-324
頁數5
DOIs
出版狀態Published - 2009 十月 27
事件2009 IEEE 13th International Symposium on Consumer Electronics, ISCE 2009 - Kyoto, Japan
持續時間: 2009 五月 252009 五月 28

出版系列

名字Digest of Technical Papers - IEEE International Conference on Consumer Electronics
ISSN(列印)0747-668X

Other

Other2009 IEEE 13th International Symposium on Consumer Electronics, ISCE 2009
國家Japan
城市Kyoto
期間09-05-2509-05-28

All Science Journal Classification (ASJC) codes

  • Industrial and Manufacturing Engineering
  • Electrical and Electronic Engineering

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  • 引用此

    Chen, K. C., & Teng, W. G. (2009). Adopting user profiles and behavior patterns in a Web-TV recommendation system. 於 2009 IEEE 13th International Symposium on Consumer Electronics, ISCE 2009 (頁 320-324). [5157045] (Digest of Technical Papers - IEEE International Conference on Consumer Electronics). https://doi.org/10.1109/ISCE.2009.5157045