推薦系統的架構與實作

The Framework of Recommender System and Implementation

紀政宏(Zheng-Hong Chi)

指導教授 ： 蔣定安

淡江大學/工學院/資訊工程學系碩士班/碩士(2011年)

https://doi.org/10.6846/TKU.2011.01213

摘要

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關鍵字

推薦系統 ； 以內容為導向推薦系統 ； 協同過濾推薦系統 ； 混合式推薦系統

並列摘要

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並列關鍵字

Recommender System ； Content-based Recommender System ； Collaborative Filtering Recommender System ； Hybrid Recommender System

參考文獻

[1] M. Pazzani and D. Billsus, "Content-based recommendation systems," The adaptive web, pp. 325-341,2007.

[2] N. J. Belkin and W. B. Croft, "Information filtering and information retrieval: two sides of the same coin?,"Communications of the ACM, vol. 35, pp. 29-38, 1992.

[4] G. Adomavicius and A. Tuzhilin, "Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions," IEEE transactions on knowledge and data engineering, pp. 734-749, 2005.

[5] K. Lang, "Newsweeder: Learning to filter netnews," 1995.

[8] R. J. Mooney and L. Roy, "Content-based book recommending using learning for text categorization," Arxiv preprint cs/9902011, 1999.