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Volumn 43, Issue 2, 2007, Pages 473-487

A probabilistic music recommender considering user opinions and audio features

Author keywords

Collaborative filtering; Information filtering; Music recommender system; Probabilistic model

Indexed keywords

COMPUTER SOFTWARE; COMPUTER SUPPORTED COOPERATIVE WORK; FEATURE EXTRACTION; PROBABILISTIC LOGICS; SIGNAL FILTERING AND PREDICTION;

EID: 33750430621     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2006.07.005     Document Type: Article
Times cited : (98)

References (26)
  • 1
    • 0031103679 scopus 로고    scopus 로고
    • Fab: content-based, collaborative recommendation
    • Balabanovic M., and Shoham Y. Fab: content-based, collaborative recommendation. Communications of the ACM 40 3 (1997) 66-72
    • (1997) Communications of the ACM , vol.40 , Issue.3 , pp. 66-72
    • Balabanovic, M.1    Shoham, Y.2
  • 2
    • 33750481815 scopus 로고    scopus 로고
    • Bradley, P. S., & Fayyad, U. M. (1998). Refining initial points for k-means clustering. In Proceedings of the ICML '98 (pp. 91-99).
  • 3
    • 33750455403 scopus 로고    scopus 로고
    • Breese, J. S., Heckerman, D., & Kardie, C. (1998). Empirical analysis of predictive algorithms for collaborative filtering. In Proceedings of the 14th UAI (pp. 43-52).
  • 4
    • 33750448911 scopus 로고    scopus 로고
    • Chen, Hung-Chen & Arbee L. P. Chen. (2001). A music recommendation system based on music data grouping and user interests. In Proceedings of the 10th CKIM.
  • 5
    • 33750429545 scopus 로고    scopus 로고
    • Claypool, M., Gokhale, A., Miranda, T., Murnikov, P., Netes, D., & Sartin, M. (1999). Combining content-based and collaborative filters in an online newspaper. In Proceedings of the ACM-SIGIR workshop on recommender systems: algorithms and evaluation.
  • 6
    • 0003801862 scopus 로고    scopus 로고
    • Delgado, J., Ishii, N., & Ura, T. (1998). Content-based collaborative information filtering: actively learning to classify and recommend documents. In Proceedings of the second international workshop, CIA'98 (pp. 206-215).
  • 8
    • 0033650820 scopus 로고    scopus 로고
    • Fisher, D., Hildrum, K., Hong, J., Newman, M., Thomas, M., & Vuduc, R. (2000). SWAMI: a framework for collaborative filtering algorithm development and evaluation. In Proceedings of the SIGIR 2000 (pp. 366-368).
  • 9
    • 33750445884 scopus 로고    scopus 로고
    • Ghias, A., Logan, J., Chamberlin, D., & Smith, BC. (1995). Query by humming musical information retrieval in an audio database. ACM multimedia.
  • 10
    • 85027690068 scopus 로고    scopus 로고
    • Gupta, Dhruv, Mark Digiovanni, Hiro Narita, & Kenneth Y. Goldberg, Jester 2.0: Evaluation of an new linear time collaborative filtering algorithm. In Proceedings of the SIGIR-99 (pp. 291-292).
  • 12
    • 84878863526 scopus 로고    scopus 로고
    • Hauver, D. B. (2001). Flycasting: using collaborative filtering to generate a play list for online radio. In Proceedings of the international conference on web delivery of music.
  • 13
    • 1542377533 scopus 로고    scopus 로고
    • Hofmann, T. (2003). Collaborative filtering via gaussian probabilistic latent semantic analysis. In Proceedings of the SIGIR'03 (pp. 259-266).
  • 14
    • 84897546815 scopus 로고    scopus 로고
    • Li, Qing, & Kim, B.M. (2003). Clustering approach for hybrid recommender system. In Proceedings of the IEEE/web intelligence-2003, Halifax, Canada.
  • 16
    • 33750721935 scopus 로고    scopus 로고
    • Li, Qing, & Kim, B. M. (2005). Clustering for probabilistic model estimation for CF. In Proceedings of the WWW 2005.
  • 17
    • 8644279832 scopus 로고    scopus 로고
    • Li, Qing, Kim, B. M., Guan, D. H., & Oh, D. H. (2004). A music recommender based on audio features. In Proceedings of the SIGIR-04, Sheffield, UK.
  • 19
    • 52649167800 scopus 로고    scopus 로고
    • Nasraoui, O., & Pavuluri, M. (2004). Accurate web recommendations based on profile-specific URL-predictor neural networks. In Proceedings of the WWW 04 NY.
  • 20
    • 33750460530 scopus 로고    scopus 로고
    • O'Conner, M., & Herlocker, J. (1999). Clustering items for collaborative filtering. In Proceedings of the ACM-SIGIR workshop on recommender systems.
  • 21
    • 85030174634 scopus 로고    scopus 로고
    • Resnick, P., Iacovou, N., Suchak, M., Bergstorm, P., & Riedl, J. (1994). GroupLens: An open architecture for collaborative filtering of Netnews, In Proceedings of the ACM CSCW-94 (pp. 175-186).
  • 22
    • 85052617391 scopus 로고    scopus 로고
    • Sarwar, B. M., Karypis, G., Konstan, J. A., & Riedl, J. (2001). Item-based collaborative filtering recommendation algorithms. In Proceedings of the 10th international WWW conference 2001 (pp. 285-295).
  • 23
    • 0029179043 scopus 로고    scopus 로고
    • Shardanand, U., & Maes, P. (1995). Social information filtering: algorithms for automating "Word of Mouth. In Proceedings of the ACM CHI'95 conference on human factors in computing systems (pp. 210-217).
  • 25
    • 85164763644 scopus 로고    scopus 로고
    • Wasfi, A. M. A. (1999). Collecting user access patterns for building user profiles and collaborative filtering. In Proceedings of the IUI (pp. 57-64).
  • 26
    • 33750434192 scopus 로고    scopus 로고
    • Wittenburg, K., Das, D., Hill, W., & Stead, L. (1995). Group asynchronous browsing on the world wide web. In Proceedings of the fourth WWW (pp. 51-62).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.