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題名:混合式資訊推薦於音樂CD資訊之研究
書刊名:管理科學研究
作者:李來錫 引用關係黃文益
作者(外文):Lee, Lai-hisHuang, Wen-yi
出版日期:2008
卷期:5:1
頁次:頁21-38
主題關鍵詞:混合式推薦系統協同式推薦系統內容式推薦系統Hybrid recommendation systemCollaborative recommendation systemContent-based recommendation system
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(1) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:9
  • 點閱點閱:31
音樂CD種類繁多,在挑選上常須耗費相當多的時間。混合式推薦系統結合協同式與內容式推薦系統的特性,可以協助使用者從大量的產品資訊中找出想要的產品。本研究以混合式資訊推薦方法進行音樂CD資訊的推薦工作,其中協同式推薦是藉由過去銷售記錄,挑選出使用者購買相同偏好的CD,再以內容式推薦依使用者偏好做二次篩選協同式推薦之結果。研究結果顯示,混合式資訊推薦可提供更精確的產品篩選程序,並獲得良好的推薦效果。
期刊論文
1.Roh, Tae Hyup、Oh, Kyong Joo、Han, Ingoo(2003)。The Collaborative Filtering Recommendation Based on SOM Cluster-indexing CBR。Expert Systems with Applications,25(3),413-423。  new window
2.Terveen, L.、Hill, W.、Amento, B.、McDonald, D.、Creter, J.(1997)。PHOAKS: A System for Sharing Recommendations。Communications of the ACM,40(3),59-62。  new window
3.Zhang, Y. Y.、Jiao, J. R.(2007)。An Associative Classification-based Recommendation System for Personalization in B2C E-commerce Applications。Expert Systems with Applications,33(2),357-367。  new window
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5.Chao, Y. H.、Kim, J. K.(2004)。Application of Web Usage Mining and Product Taxonomy to Collaborative Recommendations in E-Commerce。Expert Systems with Applications,26(2),233-246。  new window
6.Choi, S. H.、Kang, S.(2006)。Personalized Recommendation System Based on Product Specification values。Expert Systems with Applications,31(3),607-616。  new window
7.Goldberg, David、Nichols, D.、Oki, Brian M.、Terry, Douglas(1992)。Using Collaborative Filtering to Weave an Information Tapestry。Communication of the Association for Computing Machinery,35(12),61-70。  new window
8.Hayes, C.(2004)。Context Boosting Collaborative Recommendations。Knowledge-Based Systems,17(2-4),131-138。  new window
9.Kim, B. D.、Kim, S. O.(2001)。A New Recommender System to Combine Content-Based and Collaborative Filtering Systems。Journal of Database Marketing,8(3),244-252。  new window
10.Krulwich, B.、Burkey, C.(1997)。The InfoFinder Agent:Learning User Interests through Heuristic Phrase Extradion。IEEE Intelligent Systems Journal (Expert),12(5),22-27。  new window
11.Lawrence, R. D.、Almasi, G. S.(2001)。Personalization of Supermarket Product Recommendations。Data Mining and Knowledge Discovery,95(1/2),11-32。  new window
12.Li, Q.、Myaeng, S. H.(2007)。A Probability Music Recommender Considering User Opinions and Audio Features。Information Processing and Management,43(2),473-487。  new window
13.Liu, D. R.(2005)。Hybrid Approaches to Product Recommendation Based on Customer Lifetime value and Purchase Preferences。The Journal of Systems and Software,77(2),181-191。  new window
14.Wang, R. H.、Shao, H. M.(2004)。Effective Personalized Recommendation Based on Time-Framed Navigation Clustering and Association Mining。Expert Systems with Applications,27,365-377。  new window
15.Cao, Y.、Li, Y.(2007)。An Intelligent Fuzzy-based Recommendation System for Consumer Electronic Products。Expert Systems with Applications,33(1),230-240。  new window
16.Balabanovic, M.、Shoham, Y.(1997)。Fab: content-based, collaborative recommendation。Communications of the ACM,40(3),66-72。  new window
17.Konstan, J. A.、Riedl, J.、Miller, B. N.、Maltz, D.、Herlocker, J. L.、Gordon, L. R.(1997)。GroupLens: Applying collaborative filtering to usenet news。Communications of the ACM,40(3),77-87。  new window
會議論文
1.Armstrong, R.、Freitag, D.、Joachims, T.(1995)。WebWatcher: A Learning Apprentice for the World Wide Web。The AAAI Spring Symposium on Information Gathering from Heterogeneous, Distributed Environments。Stanford, CA。6-12。  new window
2.Chai, W.、Vercoe, B.(2000)。Using User Models in Music Information Retrieval Systems。The International Symposium on Music Information Retrieval,201-206。  new window
3.Chen, H. C.(2001)。A Music Recommendation System Based on Music Data Grouping and User Interests。The ACM International Conference on Information and Knowledge Management CIMK'Ol, 5-10),231-238。  new window
4.Claypool, M.、Gokhale, A.、Netes, D.(1999)。Combining Content-Based and Collaborative Filters in an Online Newspaper。The ACM SIGIR Workshop on Recommender Systems。  new window
5.Lang, K.(1995)。News Weeder: Learning to Filter Netnews。The 12th International Conference on Machine Learning,331-339。  new window
6.Ahmad Wasfi, A. M.(1999)。Collecting User Access Patterns for Building User Profiles and Collaborative Filtering。The 1999 4th International Conference on Intelligent User Interfaces,57-64。  new window
7.Shardanand, U.、Maes, P.(1995)。Social information filtering: Algorithms for automating "word of mouth"。The SIGCHI Conference on Human Factors in Computing Systems。Denver, Colorado:ACM Press/Addison-Wesley Publishing Co。210-217。  new window
8.Agrawal, Rakesh、Srikant, Ramakrishnan(1994)。Fast algorithms for mining association rules。The 20th International Conference on Very Large Data Bases,487-499。  new window
學位論文
1.吳佳幸(2004)。以使用者為中心的音樂推薦系統(碩士論文)。屏東科技大學。  延伸查詢new window
圖書
1.周文賢(2000)。多變量統計分析:SAS/STAT使用方法。臺北:智勝文化事業有限公司。  延伸查詢new window
 
 
 
 
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