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Volumn 120, Issue , 2013, Pages 391-396

A random-walk based recommendation algorithm considering item categories

Author keywords

Random walk; Recommender system

Indexed keywords

EMPIRICAL EXPERIMENTS; INFORMATION ITEMS; ITEM CATEGORY; RANDOM-WALK; RANK SCORES; RECOMMENDATION ALGORITHMS; SOCIAL ELEMENTS; USER'S PREFERENCES;

EID: 84882849855     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2012.06.062     Document Type: Article
Times cited : (19)

References (24)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Towards the next generation of recommender systems. a survey of the state-of-the-art and possible extensions
    • Adomavicius G., Tuzhilin A. Towards the next generation of recommender systems. a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowledge Data Eng. 2005, 734-749.
    • (2005) IEEE Trans. Knowledge Data Eng. , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 2
    • 34147120474 scopus 로고
    • A note on two problems in connexion with graphs
    • Dijkstra E.W. A note on two problems in connexion with graphs. Numer. Math. 1959, 269-271.
    • (1959) Numer. Math. , pp. 269-271
    • Dijkstra, E.W.1
  • 3
  • 4
    • 42549158380 scopus 로고    scopus 로고
    • Research paper recommender systems: a random-walk based approach, in: IEEE/WIC/ACM International Joint Conference on Web Intelligence
    • M. Gori, A. Pucci, Research paper recommender systems: a random-walk based approach, in: IEEE/WIC/ACM International Joint Conference on Web Intelligence, 2006, pp. 778-781.
    • (2006) , pp. 778-781
    • Gori, M.1    Pucci, A.2
  • 5
    • 84880877231 scopus 로고    scopus 로고
    • ItemRank: a random-walk based scoring algorithm for recommender engines, in: Proceedings of the 20th International Joint Conference on Artificial Intelligence, 2007, IJCAI
    • M. Gori, A. Pucci, ItemRank: a random-walk based scoring algorithm for recommender engines, in: Proceedings of the 20th International Joint Conference on Artificial Intelligence, 2007, IJCAI 2007, pp. 2766-2771.
    • (2007) , pp. 2766-2771
    • Gori, M.1    Pucci, A.2
  • 6
    • 85015559680 scopus 로고    scopus 로고
    • An algorithmic framework for performing collaborative filtering, in: ACM SIGIR Conference on Information Retrieval
    • J. Herlocker, J. Konstan, A. Borchers, J. Riedl, An algorithmic framework for performing collaborative filtering, in: ACM SIGIR Conference on Information Retrieval, 1999, pp. 230-237.
    • (1999) , pp. 230-237
    • Herlocker, J.1    Konstan, J.2    Borchers, A.3    Riedl, J.4
  • 7
    • 84882920510 scopus 로고    scopus 로고
    • A novel way of computing dissimilarities between nodes of a graph, with application to collaborative filtering, in: 15th European Conference on Machine Learning
    • F. Fouss, A. Pirotte, M. Sarens, A novel way of computing dissimilarities between nodes of a graph, with application to collaborative filtering, in: 15th European Conference on Machine Learning, 2004.
    • (2004)
    • Fouss, F.1    Pirotte, A.2    Sarens, M.3
  • 9
    • 17844390666 scopus 로고    scopus 로고
    • Collaborative filtering based on iterative principal component analysis
    • Kim D., Yum B. Collaborative filtering based on iterative principal component analysis. Expert Syst. Appl. 2005, 823-830.
    • (2005) Expert Syst. Appl. , pp. 823-830
    • Kim, D.1    Yum, B.2
  • 10
    • 0037252945 scopus 로고    scopus 로고
    • Amazon.com recommendations. item-to-item collaborative filtering
    • Linden G., Smith B., York J. Amazon.com recommendations. item-to-item collaborative filtering. IEEE Internet Comput. 2003, 76-80.
    • (2003) IEEE Internet Comput. , pp. 76-80
    • Linden, G.1    Smith, B.2    York, J.3
  • 11
    • 33750405448 scopus 로고    scopus 로고
    • Topical link analysis for web search, in: ACM SIGIR Conference on Information Retrieval
    • L. Nie, B.D. Davison, X. Qi, Topical link analysis for web search, in: ACM SIGIR Conference on Information Retrieval, 2006, pp. 91-98.
    • (2006) , pp. 91-98
    • Nie, L.1    Davison, B.D.2    Qi, X.3
  • 12
    • 0003781238 scopus 로고    scopus 로고
    • Cambridge University Press
    • Norris J. Markov Chains 1997, Cambridge University Press, pp. 1-237.
    • (1997) Markov Chains , pp. 1-237
    • Norris, J.1
  • 13
    • 19044366304 scopus 로고
    • The problem of the random walk
    • Pearson K. The problem of the random walk. Nature 1905, 342.
    • (1905) Nature , pp. 342
    • Pearson, K.1
  • 14
    • 85052617391 scopus 로고    scopus 로고
    • Item-based collaborative filtering recommendation algorithms, in: 10th International World Wide Web Conference
    • B.M. Sarwar, G. Karypis, J.A. Konstan, J. Riedl, Item-based collaborative filtering recommendation algorithms, in: 10th International World Wide Web Conference, 2001, pp. 285-295.
    • (2001) , pp. 285-295
    • Sarwar, B.M.1    Karypis, G.2    Konstan, J.A.3    Riedl, J.4
  • 16
    • 72449199441 scopus 로고    scopus 로고
    • Inferring semantic concepts from community-contributed images and noisy tags, in: ACM Multimedia
    • J. Tang, S. Yan, R. Hong, G.-J. Qi, T.-S. Chua, Inferring semantic concepts from community-contributed images and noisy tags, in: ACM Multimedia, 2009, pp. 223-232.
    • (2009) , pp. 223-232
    • Tang, J.1    Yan, S.2    Hong, R.3    Qi, G.-J.4    Chua, T.-S.5
  • 17
    • 75649121772 scopus 로고    scopus 로고
    • Image annotation by graph-based inference with integrated multiple/single instance representations, IEEE Trans. Multimedia
    • J. Tang, H. Li, G.-J. Qi, T.-S. Chua, Image annotation by graph-based inference with integrated multiple/single instance representations, IEEE Trans. Multimedia, 2010, pp. 131-141.
    • (2010) , pp. 131-141
    • Tang, J.1    Li, H.2    Qi, G.-J.3    Chua, T.-S.4
  • 18
    • 33750345680 scopus 로고    scopus 로고
    • Unifying user-based and item-based collaborative filtering approaches by similarity fusion, in: 29th ACM SIGIR Conference on Information Retrieval
    • J. Wang, A.P. de Vries, M.J.T. Reinders, Unifying user-based and item-based collaborative filtering approaches by similarity fusion, in: 29th ACM SIGIR Conference on Information Retrieval, 2006, pp. 501-508.
    • (2006) , pp. 501-508
    • Wang, J.1    De Vries, A.P.2    Reinders, M.J.T.3
  • 19
    • 57349109289 scopus 로고    scopus 로고
    • A Topical PageRank based algorithm for recommender systems, in: ACM SIGIR Conference on Information Retrieval
    • L. Zhang, K. Zhang, C. Li, A Topical PageRank based algorithm for recommender systems, in: ACM SIGIR Conference on Information Retrieval, 2008, pp. 713-714.
    • (2008) , pp. 713-714
    • Zhang, L.1    Zhang, K.2    Li, C.3
  • 20
    • 79951675480 scopus 로고    scopus 로고
    • Summarizing tourist destinations by mining user-generated travelogues and photos, Comput
    • Y. Pang, Q. Hao, Y. Yuan, T. Hu, R. Cai, L. Zhang, Summarizing tourist destinations by mining user-generated travelogues and photos, Comput. Vision Image Understanding, 2011, pp. 352-363.
    • (2011) Vision Image Understanding , pp. 352-363
    • Pang, Y.1    Hao, Q.2    Yuan, Y.3    Hu, T.4    Cai, R.5    Zhang, L.6
  • 21
    • 79957586102 scopus 로고    scopus 로고
    • Travelogue enriching and scenic spot overview based on textual and visual topic models
    • Int. J. Pattern Recognition Artif. Intell
    • Y. Pang, X. Lu, Y. Yuan, X. Li, Travelogue enriching and scenic spot overview based on textual and visual topic models, Int. J. Pattern Recognition Artif. Intell., 2011, pp. 373-390.
    • (2011) , pp. 373-390
    • Pang, Y.1    Lu, X.2    Yuan, Y.3    Li, X.4
  • 22
    • 84882890757 scopus 로고    scopus 로고
    • Efficient Computation of PageRank, in: Technical Report, Stanford University
    • T. Haveliwala, Efficient Computation of PageRank, in: Technical Report, Stanford University, 1999.
    • (1999)
    • Haveliwala, T.1
  • 23
    • 84880487682 scopus 로고    scopus 로고
    • Extrapolation methods for accelerating PageRank computations, in: Twelfth International Conference on World Wide Web
    • S. Kamvar, T. Haveliwala, C. Manning, G. Golub, Extrapolation methods for accelerating PageRank computations, in: Twelfth International Conference on World Wide Web, 2003.
    • (2003)
    • Kamvar, S.1    Haveliwala, T.2    Manning, C.3    Golub, G.4
  • 24
    • 40349089023 scopus 로고    scopus 로고
    • Probabilistic inductive logic programming
    • L. De Raedt, K. Kersting, Probabilistic inductive logic programming, 2008, pp. 1-27.
    • (2008) , pp. 1-27
    • De Raedt, L.1    Kersting, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.