메뉴 건너뛰기




Volumn , Issue , 2010, Pages 1143-1150

Augmenting Chinese online video recommendations by using virtual ratings predicted by review sentiment classification

Author keywords

Information retrieval; Online video recommendation; Opinion mining; Sentiment analysis

Indexed keywords

COLLABORATIVE FILTERING; EVALUATION METHOD; MATRIX; ONLINE ENVIRONMENTS; ONLINE VIDEO; OPINION MINING; RECOMMENDER ALGORITHMS; SENTIMENT ANALYSIS; SENTIMENT CLASSIFICATION; USER RATING;

EID: 79951749953     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDMW.2010.27     Document Type: Conference Paper
Times cited : (13)

References (29)
  • 3
    • 0031649343 scopus 로고    scopus 로고
    • Exploring versus Exploiting when Learning User Models for Text Recommendation
    • M. Balabanovic. 1998. Exploring versus exploiting when learning user models for text recommendation. User Modeling and User-Adapted Interaction, 8(4):71-102. (Pubitemid 128513054)
    • (1998) User Modelling and User-Adapted Interaction , vol.8 , Issue.1-2 , pp. 71-102
    • Balabanovic, M.1
  • 5
    • 33749567580 scopus 로고    scopus 로고
    • Empirical analysis of predctive algorithms for collaborative filtering
    • J. S. Breese, D. Heckerman, and C. Kadie. 1998. Empirical analysis of predctive algorithms for collaborative filtering. In UAI'98, pages 43-52.
    • (1998) UAI'98 , pp. 43-52
    • Breese, J.S.1    Heckerman, D.2    Kadie, C.3
  • 7
    • 9444244198 scopus 로고    scopus 로고
    • Mining the peanut gallery: Opinion extraction and semantic classification of product documents
    • Budapest, HU
    • Kushal Dave, Steve Lawrence, and David M. Pennock. 2003. Mining the Peanut gallery: opinion extraction and semantic classification of product documents. In Proceedings of WWW2003, Budapest, HU.
    • (2003) Proceedings of WWW2003
    • Dave, K.1    Lawrence, S.2    Pennock, D.M.3
  • 8
    • 72249108954 scopus 로고    scopus 로고
    • A unified approach to building hybrid recommender systems
    • New York, USA
    • Asela Gunawardana, Christopher Meek. 2009. A Unified Approach to Building Hybrid Recommender Systems. In RecSys'09, pages 117-124, New York, USA.
    • (2009) RecSys'09 , pp. 117-124
    • Gunawardana, A.1    Meek, C.2
  • 9
    • 80053253080 scopus 로고    scopus 로고
    • Beyond the stars: Improving rating predictions using review text content
    • Providence, Rhode Island, USA
    • Gayatree Ganu, Noémie Elhadad, Amélie Marian. Beyond the Stars: Improving Rating Predictions using Review Text Content. Twelfth International Workshop on the Web and Databases, Providence, Rhode Island, USA, 2009.
    • (2009) Twelfth International Workshop on The Web and Databases
    • Ganu, G.1    Elhadad, N.2    Marian, A.3
  • 10
    • 63449126689 scopus 로고    scopus 로고
    • Integrating tags in a semantic content-based recommender
    • Lausanne, Switzerland
    • Marco de Gemmis, Pasquale Lops, Giovanni Semeraro and Pierpaolo Basile. 2008. Integrating Tags in a Semantic Content-based Recommender. In RecSys'08, pages 163-170, Lausanne, Switzerland.
    • (2008) RecSys'08 , pp. 163-170
    • Gemmis, M.D.1    Lops, P.2    Semeraro, G.3    Basile, P.4
  • 11
    • 79951741252 scopus 로고    scopus 로고
    • Beyond the stars: Exploiting free-text user reviews to improve the accuracy of movie recommendations
    • Hong Kong, China
    • Niklas Jakob, Stefan Hagen Weber, Mark-Christoph Müller, Iryna Gurevych. Beyond the Stars: Exploiting Free-Text User Reviews to Improve the Accuracy of Movie Recommendations. TSA'09, Hong Kong, China, 2009.
    • (2009) TSA'09
    • Jakob, N.1    Weber, S.H.2    Müller, M.-C.3    Gurevych, I.4
  • 12
    • 79951751450 scopus 로고    scopus 로고
    • Integrating collaborative filtering and sentiment analysis: A rating inference approach
    • C. W. ki Leung, S. C. fai Chan, and F. lai Chung. Integrating collaborative filtering and sentiment analysis: A rating inference approach. In ECAIWorkshop on Recommender Systems, 2006, pp. 62-66.
    • (2006) ECAIWorkshop on Recommender Systems , pp. 62-66
    • Leung, C.W.K.1    Chan, S.C.F.2    Chung, F.L.3
  • 14
    • 85141803251 scopus 로고    scopus 로고
    • Thumbs up? sentiment classification using machine learning techniques
    • Bo Pang, Lilian Lee, and Shrivakumar Vaithyanathan. 2002. Thumbs up? Sentiment classification using machine learning techniques. In Proceedings of EMNLP 2002.
    • (2002) Proceedings of EMNLP 2002
    • Pang, B.1    Lee, L.2    Vaithyanathan, S.3
  • 15
    • 78049338274 scopus 로고    scopus 로고
    • An online video recommendation framework using view based tag cloud aggregation
    • IEEE computer Society Digital Library. IEEE Computer Society
    • Jonghun Park, Sang-Jin Lee, Sung-Jun Lee, Kwanho Kim, Beom-Suk Chung, Yong-Ki Lee. 2010. An Online Video Recommendation Framework Using View Based Tag Cloud Aggregation. IEEE MultiMedia, IEEE computer Society Digital Library. IEEE Computer Society.
    • (2010) IEEE MultiMedia
    • Park, J.1    Lee, S.-J.2    Lee, S.-J.3    Kim, K.4    Chung, B.-S.5    Lee, Y.-K.6
  • 16
    • 24944592578 scopus 로고    scopus 로고
    • Alleviating the sparsity problem of collaborative filtering using trust inferences
    • Trust Management: Third International Conference, iTrust 2005, Proceedings
    • M. Papagelis, D. Plexousakis, and T. Kutsuras. 2005. Alleviating the Sparsity Problem of Collaborative Filtering Using Trust Inferences. Proc. 3rd Int'l. Conf. Trust Management (iTrust 05), Springer, pp. 224-239. (Pubitemid 41313131)
    • (2005) Lecture Notes in Computer Science , vol.3477 , pp. 224-239
    • Papagelis, M.1    Plexousakis, D.2    Kutsuras, T.3
  • 17
    • 74549201048 scopus 로고    scopus 로고
    • SELC: A self- supervised model for sentiment classification
    • Hong Kong, China
    • Likun Qiu, Weishi Zhang, Changjian Hu, Kai Zhao. 2009. SELC: A Self- Supervised Model for Sentiment Classification. In Proceedings of CIKM'09, Hong Kong, China.
    • (2009) Proceedings of CIKM'09
    • Qiu, L.1    Zhang, W.2    Hu, C.3    Zhao, K.4
  • 18
    • 84859916751 scopus 로고    scopus 로고
    • Using emoticons to reduce dependency in machine learning techniques for sentiment classification
    • Ann Arbor, MI
    • Jonathon Read. 2005. Using emoticons to reduce dependency in machine learning techniques for sentiment classification. In Proceedings of the ACL-2005 Student Research Workshop, Ann Arbor, MI.
    • (2005) Proceedings of The ACL-2005 Student Research Workshop
    • Read, J.1
  • 21
    • 63449133370 scopus 로고    scopus 로고
    • Mining recommendations from the web
    • Lausanne, Switzerland
    • Guy Shani, Max Chickering, Christopher Meek. 2008. Mining Recommendations From The Web. In RecSys'08, pages 35-42, Lausanne, Switzerland.
    • (2008) RecSys'08 , pp. 35-42
    • Shani, G.1    Chickering, M.2    Meek, C.3
  • 22
    • 56749171376 scopus 로고    scopus 로고
    • Tag-aware recommender systems by fusion of collaborative filtering algorithms
    • Fortaleza, Brazil
    • Karen H. L. TsoSutter, Leandro Balby Marinho and Lars Schmidt- Thieme. 2008. Tag-aware Recommender Systems by Fusion of Collaborative Filtering Algorithms. In Proceedings of SAC'08, pages 1995-1999, Fortaleza, Brazil.
    • (2008) Proceedings of SAC'08 , pp. 1995-1999
    • Tsosutter, K.H.L.1    Marinho, L.B.2    Thieme L.S.-3
  • 26
    • 79951741861 scopus 로고    scopus 로고
    • http://www.youku.com.
  • 27
    • 79951740879 scopus 로고    scopus 로고
    • http://www.youtube.com.
  • 28
    • 79951754129 scopus 로고    scopus 로고
    • http://www.ku6.com/.
  • 29
    • 79951729323 scopus 로고    scopus 로고
    • http://www.tudou.com/.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.