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Volumn 152, Issue , 2013, Pages 137-149

Context-aware movie recommendations: An empirical comparison of pre-filtering, post-filtering and contextual modeling approaches

Author keywords

Context aware recommender systems; Contextual modeling; Post filtering; Pre filtering; Social context; Time context

Indexed keywords

ALGORITHMS; RECOMMENDER SYSTEMS;

EID: 84883526018     PISSN: 18651348     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-39878-0_13     Document Type: Article
Times cited : (24)

References (24)
  • 2
    • 79952742165 scopus 로고    scopus 로고
    • Context-aware recommender systems
    • Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.)
    • Adomavicius, G., Tuzhilin, A.: Context-aware recommender systems. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 217-253 (2011)
    • (2011) Recommender Systems Handbook , pp. 217-253
    • Adomavicius, G.1    Tuzhilin, A.2
  • 5
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • Adomavicius, G., Tuzhilin, A.: 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 17, 734-749 (2005)
    • (2005) IEEE Transactions On Knowledge and Data Engineering , vol.17 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 9
    • 72249085351 scopus 로고    scopus 로고
    • Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems
    • Panniello, U., Tuzhilin, A.: Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems. In: Proceedings of the 3rd ACM Conference on Recommender Systems, pp. 265-268 (2009)
    • (2009) Proceedings of the 3rd ACM Conference On Recommender Systems , pp. 265-268
    • Panniello, U.1    Tuzhilin, A.2
  • 14
    • 84856343672 scopus 로고    scopus 로고
    • Incorporating context into recommender systems: An empirical comparison of context-based approaches
    • Panniello, U., Gorgoglione, M.: Incorporating context into recommender systems: an empirical comparison of context-based approaches. Electronic Commerce Research 12, 1-30 (2012)
    • (2012) Electronic Commerce Research , vol.12 , pp. 1-30
    • Panniello, U.1    Gorgoglione, M.2
  • 16
    • 84894047367 scopus 로고    scopus 로고
    • Time-Aware Recommender Systems: A Comprehensive Survey and Analysis of Existing Evaluation Protocols
    • in press, 2013
    • Campos, P.G., Díez, F., Cantador, I.: Time-Aware Recommender Systems: A Comprehensive Survey and Analysis of Existing Evaluation Protocols. User Modeling and User-Adapted Interaction (in press, 2013)
    • User Modeling and User-Adapted Interaction
    • Campos, P.G.1    Díez, F.2    Cantador, I.3
  • 24
    • 7044227562 scopus 로고    scopus 로고
    • AUC: A Better Measure than Accuracy in Comparing Learning Algorithms
    • In: Xiang, Y., Chaib-draa, B. (eds.), Springer, Heidelberg
    • Ling, C.X., Huang, J., Zhang, H.: AUC: A Better Measure than Accuracy in Comparing Learning Algorithms. In: Xiang, Y., Chaib-draa, B. (eds.) AI 2003. LNCS (LNAI), vol. 2671, pp. 329-341. Springer, Heidelberg (2003)
    • (2003) AI 2003. LNCS (LNAI) , vol.2671 , pp. 329-341
    • Ling, C.X.1    Huang, J.2    Zhang, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.