Interest-based product recommendations along temporal dimension

Y. C. Liu, P. Y. Hsu, S. W. Bai

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

Reed drastically, people can make connections and share information with friends easier and timely. Many researchers have noticed this subtle change and devoted to recommend products through WOM (word-of-mouth) on micro-blogs. However seldom of them consider that the popular topics and interests appeared in micro-blogs are changed frequently over time since the information is spread rapidly. In this paper, a new method to recommend products based on the changing preferences of individuals is proposed. Several experiments are done to verify the evolution of personal preference changes and to compare the recommendations made by top popular subjects, other domain experts and the personal preferences. The experimental results show the proposed method can recommend products more effectively.

原文???core.languages.en_GB???
主出版物標題Proceedings of the World Congress on Engineering 2013, WCE 2013
頁面1617-1621
頁數5
出版狀態已出版 - 2013
事件2013 World Congress on Engineering, WCE 2013 - London, United Kingdom
持續時間: 3 7月 20135 7月 2013

出版系列

名字Lecture Notes in Engineering and Computer Science
3 LNECS
ISSN(列印)2078-0958

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???event.eventtypes.event.conference???2013 World Congress on Engineering, WCE 2013
國家/地區United Kingdom
城市London
期間3/07/135/07/13

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