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Volumn 5, Issue 16, 2013, Pages 4168-4182

Collaborative filtering recommender systems

Author keywords

Collaborative filtering; Item based; Prediction; Rating; Recommendation; Recommender system; User based

Indexed keywords


EID: 84877125399     PISSN: 20407459     EISSN: 20407467     Source Type: Journal    
DOI: 10.19026/rjaset.5.4644     Document Type: Article
Times cited : (43)

References (72)
  • 1
    • 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. and A. Tuzhilin, 2005. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE T. Knowl. Data En., 17(6): 734-749.
    • (2005) IEEE T. Knowl. Data En. , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 2
    • 33645677523 scopus 로고    scopus 로고
    • Intelligent Techniques for Web Personalization
    • In: Carbonell, J.G. and J. Siekmann (Eds.), ITWP 2003. LNCS (LNAI), Springer, Heidelberg
    • Anand, S.S. and B. Mobasher, 2005. Intelligent Techniques for Web Personalization. In: Carbonell, J.G. and J. Siekmann (Eds.), ITWP 2003. LNCS (LNAI), Springer, Heidelberg, 3169: 1-36.
    • (2005) , vol.3169 , pp. 1-36
    • Anand, S.S.1    Mobasher, B.2
  • 3
    • 0003962862 scopus 로고    scopus 로고
    • Combining Forecasts. Principles of Forecasting: A Handbook for Researchers and Practitioners
    • Kluwer Academic, Norwell, MA
    • Armstrong, J.S., 2001. Combining Forecasts. Principles of Forecasting: A Handbook for Researchers and Practitioners. Kluwer Academic, Norwell, MA, pp: 417-439.
    • (2001) , pp. 417-439
    • Armstrong, J.S.1
  • 4
    • 0031103679 scopus 로고    scopus 로고
    • Fab: Content-based: Collaborative recommendation
    • Balabanovíc, M. and Y. Shoham, 1997. Fab: Content-based: Collaborative recommendation. Commun. ACM, 40: 66-72.
    • (1997) Commun. ACM , vol.40 , pp. 66-72
    • Balabanovíc, M.1    Shoham, Y.2
  • 5
    • 0031640270 scopus 로고    scopus 로고
    • Recommendation as classification: Using social and content-based information in recommendation
    • Proceedings of the 15th National Conference on Artificial Intelligence (AAAI). Madison, Wisconsin, USA
    • Basu, C., H. Hirsh and W. Cohen, 1998. Recommendation as classification: Using social and content-based information in recommendation. Proceedings of the 15th National Conference on Artificial Intelligence (AAAI). Madison, Wisconsin, USA, pp: 714-720.
    • (1998) , pp. 714-720
    • Basu, C.1    Hirsh, H.2    Cohen, W.3
  • 6
    • 0002731035 scopus 로고    scopus 로고
    • Learning collaborative information filters. Proceeding of the 15th International Conference on Machine Learning
    • Morgan Kaufmann Publishers Inc., San Francisco, CA, USA
    • Billsus, D. and M.J. Pazzani, 1998. Learning collaborative information filters. Proceeding of the 15th International Conference on Machine Learning. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, pp: 46-54.
    • (1998) , pp. 46-54
    • Billsus, D.1    Pazzani, M.J.2
  • 8
    • 0002051628 scopus 로고    scopus 로고
    • Empirical analysis of predictive algorithms for collaborative filtering
    • Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence (UAI). Morgan Kaufmann Publishers, Madison, Wisconsin, USA
    • Breese, J., D. Heckerman and C. Kadie, 1998. Empirical analysis of predictive algorithms for collaborative filtering. Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence (UAI). Morgan Kaufmann Publishers, Madison, Wisconsin, USA, pp: 43-52.
    • (1998) , pp. 43-52
    • Breese, J.1    Heckerman, D.2    Kadie, C.3
  • 11
    • 0002189017 scopus 로고    scopus 로고
    • Knowledge-based recommender systems
    • Burke, R., 2000. Knowledge-based recommender systems. Encycl. Lib. Inform. Syst., 69(32).
    • (2000) Encycl. Lib. Inform. Syst. , vol.69 , Issue.32
    • Burke, R.1
  • 12
    • 0036959356 scopus 로고    scopus 로고
    • Hybrid recommender systems: Survey and experiments
    • Burke, R., 2002. Hybrid recommender systems: Survey and experiments. User Mod. User-adapted Interac., 12(4): 331-370.
    • (2002) User Mod. User-adapted Interac. , vol.12 , Issue.4 , pp. 331-370
    • Burke, R.1
  • 13
    • 38549172042 scopus 로고    scopus 로고
    • Hybrid Web Recommender Systems
    • The Adaptive Web, Springer Berlin, Heidelberg
    • Burke, R., 2007a. Hybrid Web Recommender Systems. The Adaptive Web, Springer Berlin, Heidelberg, pp: 377-408.
    • (2007) , pp. 377-408
    • Burke, R.1
  • 14
    • 38549172042 scopus 로고    scopus 로고
    • Hybrid web recommender systems
    • Burke, R.D., 2007b. Hybrid web recommender systems. Lect. Notes Comput. Sc., 4321: 377-408.
    • (2007) Lect. Notes Comput. Sc. , vol.4321 , pp. 377-408
    • Burke, R.D.1
  • 15
    • 0035019085 scopus 로고    scopus 로고
    • Implicit interest indicators. Proceeding of International Conference on Intelligent User Interfaces
    • Claypool, M., P. Le, M. Wased and D. Brown, 2001. Implicit interest indicators. Proceeding of International Conference on Intelligent User Interfaces, pp: 33-40.
    • (2001) , pp. 33-40
    • Claypool, M.1    Le, P.2    Wased, M.3    Brown, D.4
  • 16
    • 84877142120 scopus 로고    scopus 로고
    • Social topic models for community extraction categories and subject descriptors. October 2008.
    • Delong, C. and K. Erickson, 2008. Social topic models for community extraction categories and subject descriptors. October, 2008.
    • (2008)
    • Delong, C.1    Erickson, K.2
  • 17
    • 3042821101 scopus 로고    scopus 로고
    • Item-based top-N recommendation algorithms
    • Deshpande, M. and G. Karypis, 2004. Item-based top-N recommendation algorithms. ACM T. Inform. Syst., 22(1): 143-177.
    • (2004) ACM T. Inform. Syst. , vol.22 , Issue.1 , pp. 143-177
    • Deshpande, M.1    Karypis, G.2
  • 18
    • 74049087026 scopus 로고    scopus 로고
    • Community detection in graphs
    • Fortunato, S., 2010. Community detection in graphs. Phys. Reports, 486(3-5): 75-174.
    • (2010) Phys. Reports , vol.486 , Issue.3-5 , pp. 75-174
    • Fortunato, S.1
  • 19
    • 33750719969 scopus 로고    scopus 로고
    • Overcoming the brittleness bottleneck using wikipedia: Enhancing text categorization with encyclopedic knowledge
    • Proceedings of the 21th National Conference on Artificial Intelligence, AAAI Press
    • Gabrilovich, E. and S. Markovitch, 2006. Overcoming the brittleness bottleneck using wikipedia: Enhancing text categorization with encyclopedic knowledge. Proceedings of the 21th National Conference on Artificial Intelligence, AAAI Press, pp: 1301-1306.
    • (2006) , pp. 1301-1306
    • Gabrilovich, E.1    Markovitch, S.2
  • 20
    • 84877131117 scopus 로고    scopus 로고
    • Automatically labelling web pages based on normal user interactions
    • Proceedings of the UCAI Workshop on Machine Learning for Information Filtering. Stockholm, Sweden.
    • Goecks, J. and J. Shavlik, 1999. Automatically labelling web pages based on normal user interactions. Proceedings of the UCAI Workshop on Machine Learning for Information Filtering. Stockholm, Sweden.
    • (1999)
    • Goecks, J.1    Shavlik, J.2
  • 21
    • 84976668719 scopus 로고
    • Using collaborative filtering to weave an information tapestry
    • Goldberg, D., D. Nichols, B.M. Oki and D. Terry, 1992. Using collaborative filtering to weave an information tapestry. Commun. ACM, 35(12): 61-70.
    • (1992) Commun. ACM , vol.35 , Issue.12 , pp. 61-70
    • Goldberg, D.1    Nichols, D.2    Oki, B.M.3    Terry, D.4
  • 22
    • 0002549585 scopus 로고    scopus 로고
    • Eigentaste: A constant time collaborative filtering algorithm
    • Goldberg, P.K., T. Roeder, D. Gupta and C. Perkins, 2001. Eigentaste: A constant time collaborative filtering algorithm. Inform. Retriev. J., 4(2): 133-151.
    • (2001) Inform. Retriev. J. , vol.4 , Issue.2 , pp. 133-151
    • Goldberg, P.K.1    Roeder, T.2    Gupta, D.3    Perkins, C.4
  • 23
    • 84880877231 scopus 로고    scopus 로고
    • Itemrank: A random-walk based scoring algorithm for recommender engines
    • Gori, M. and A. Pucci, 2007. Itemrank: A random-walk based scoring algorithm for recommender engines. Proceeding of the IJCAI Conference, pp: 2766-2771.
    • (2007) Proceeding of the IJCAI Conference , pp. 2766-2771
    • Gori, M.1    Pucci, A.2
  • 25
    • 85015559680 scopus 로고    scopus 로고
    • An algorithmic framework for performing collaborative filtering
    • Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). Berkeley, California, USA, ACM
    • Herlocker, J.L., J.A. Konstan, A. Borchers and J. Riedl, 1999. An algorithmic framework for performing collaborative filtering. Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). Berkeley, California, USA, ACM, pp: 230-237.
    • (1999) , pp. 230-237
    • Herlocker, J.L.1    Konstan, J.A.2    Borchers, A.3    Riedl, J.4
  • 26
    • 3042829247 scopus 로고    scopus 로고
    • An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms
    • Herlocker, J.L., J.A. Konstan and J. Riedl, 2002. An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms. Inform. Retriev., 5(4): 287-310.
    • (2002) Inform. Retriev. , vol.5 , Issue.4 , pp. 287-310
    • Herlocker, J.L.1    Konstan, J.A.2    Riedl, J.3
  • 28
    • 0029181921 scopus 로고
    • Recommending and evaluating choices in a virtual community of use
    • Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI). ACM Press/Addison-Wesley Publishing Co., Denver, Colorado, USA
    • Hill, W.C., L. Stead, M. Rosenstein and G. Furnas, 1995. Recommending and evaluating choices in a virtual community of use. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI). ACM Press/Addison-Wesley Publishing Co., Denver, Colorado, USA, pp: 194-201
    • (1995) , pp. 194-201
    • Hill, W.C.1    Stead, L.2    Rosenstein, M.3    Furnas, G.4
  • 29
    • 0035747556 scopus 로고    scopus 로고
    • Experimental evaluation of item-based top-N recommendation algorithms
    • Proceedings of 10th International Conference on Information and Knowledge Management (CIKM). ACM, Atlanta, Georgia, USA
    • Karypis, G., 2001. Experimental evaluation of item-based top-N recommendation algorithms. Proceedings of 10th International Conference on Information and Knowledge Management (CIKM). ACM, Atlanta, Georgia, USA, pp: 247-254.
    • (2001) , pp. 247-254
    • Karypis, G.1
  • 31
    • 19944368437 scopus 로고    scopus 로고
    • Shilling recommender systems for fun and profit
    • Proceeding of International World Wide Web Conference. ACM, New York, USA
    • Lam, S.K. and J. Riedl, 2004. Shilling recommender systems for fun and profit. Proceeding of International World Wide Web Conference. ACM, New York, USA, pp: 392-402.
    • (2004) , pp. 392-402
    • Lam, S.K.1    Riedl, J.2
  • 32
    • 85142688646 scopus 로고
    • News weeder: Learning to filter netnews. Proceeding of the 12th International Conference on Machine Learning
    • Morgan Kaufmann Publishers Inc., San Mateo, CA, USA
    • Lang, K., 1995. News weeder: Learning to filter netnews. Proceeding of the 12th International Conference on Machine Learning. Morgan Kaufmann Publishers Inc., San Mateo, CA, USA, pp: 331-339.
    • (1995) , pp. 331-339
    • Lang, K.1
  • 33
    • 24144432106 scopus 로고    scopus 로고
    • Classification-based collaborative filtering using market basket data
    • Lee, J.S., C.H. Jun, J. Lee and S. Kim, 2005. Classification-based collaborative filtering using market basket data. Exp. Syst. Appl., 29(3): 700-704.
    • (2005) Exp. Syst. Appl. , vol.29 , Issue.3 , pp. 700-704
    • Lee, J.S.1    Jun, C.H.2    Lee, J.3    Kim, S.4
  • 35
    • 0004223314 scopus 로고    scopus 로고
    • Marketing Models
    • Prentice-Hall of India, New Delhi, ISBN: 8120314751.
    • Lilien, G., P. Kotler and K. Moorthy, 2003. Marketing Models. Prentice-Hall of India, New Delhi, pp: 803, ISBN: 8120314751.
    • (2003) , pp. 803
    • Lilien, G.1    Kotler, P.2    Moorthy, K.3
  • 36
    • 67849116696 scopus 로고    scopus 로고
    • A hybrid of sequential rules and collaborative filtering for product recommendation
    • Liu, D.R., C.H. Lai and W.J. Lee, 2009. A hybrid of sequential rules and collaborative filtering for product recommendation. Inform. Sci., 179(20): 3505-3519.
    • (2009) Inform. Sci. , vol.179 , Issue.20 , pp. 3505-3519
    • Liu, D.R.1    Lai, C.H.2    Lee, W.J.3
  • 37
    • 77955514858 scopus 로고    scopus 로고
    • A hybrid collaborative filtering recommendation mechanism for P2P networks
    • Liu, Z., W. Qu, H. Li and C. Xie, 2010. A hybrid collaborative filtering recommendation mechanism for P2P networks. Future Generat. Comp. Syst., 26(8): 1409-1417.
    • (2010) Future Generat. Comp. Syst. , vol.26 , Issue.8 , pp. 1409-1417
    • Liu, Z.1    Qu, W.2    Li, H.3    Xie, C.4
  • 38
    • 0344519548 scopus 로고    scopus 로고
    • A taxonomy of recommender agents on the internet
    • López, M.B. and J.L. de la Rosa, 2003. A taxonomy of recommender agents on the internet. Artific. Intell. Rev., 19(4): 285-330.
    • (2003) Artific. Intell. Rev. , vol.19 , Issue.4 , pp. 285-330
    • López, M.B.1    De La Rosa, J.L.2
  • 39
    • 33645693159 scopus 로고    scopus 로고
    • Case-based Recommender Systems: A Unifying View
    • In: Mobasher, B. and S.S. Anand (Eds.), ITWP. Springer, Heidelberg
    • Lorenzi, F. and F. Ricci, 2003. Case-based Recommender Systems: A Unifying View. In: Mobasher, B. and S.S. Anand (Eds.), ITWP. Springer, Heidelberg, pp: 89-113.
    • (2003) , pp. 89-113
    • Lorenzi, F.1    Ricci, F.2
  • 40
    • 70450169670 scopus 로고    scopus 로고
    • Improving recommender systems with adaptive conversational strategies
    • Proceedings of the 20th ACM Conference on Hypertext and Hypermedia. ACM, New York
    • Mahmood, T. and F. Ricci, 2009. Improving recommender systems with adaptive conversational strategies. Proceedings of the 20th ACM Conference on Hypertext and Hypermedia. ACM, New York, pp: 73-82.
    • (2009) , pp. 73-82
    • Mahmood, T.1    Ricci, F.2
  • 41
    • 70350678967 scopus 로고    scopus 로고
    • Differentially private recommender systems: Building privacy into the net
    • Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, New York, USA,
    • McSherry, F. and I. Mironov, 2009. Differentially private recommender systems: Building privacy into the net. Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, New York, USA, pp: 627-636.
    • (2009) , pp. 627-636
    • McSherry, F.1    Mironov, I.2
  • 42
    • 0344519548 scopus 로고    scopus 로고
    • Taxonomy of recommender agents on the internet
    • Montaner, M., B. L ́opez and J.L. de la Rosa, 2003. Taxonomy of recommender agents on the internet. Artif. Intell. Rev., 19(4): 285-330.
    • (2003) Artif. Intell. Rev. , vol.19 , Issue.4 , pp. 285-330
    • Montaner, M.1    Ĺopez, B.2    De La Rosa, J.L.3
  • 43
    • 0242624458 scopus 로고    scopus 로고
    • The role of the management sciences in research on personalization
    • Murthi, B. and S. Sarkar, 2003. The role of the management sciences in research on personalization. Manag. Sci., 49(10): 1344-1362.
    • (2003) Manag. Sci. , vol.49 , Issue.10 , pp. 1344-1362
    • Murthi, B.1    Sarkar, S.2
  • 45
    • 0033325071 scopus 로고    scopus 로고
    • A framework for collaborative: Content-based and demographic filtering
    • Pazzani, M.J., 1999. A framework for collaborative: Content-based and demographic filtering. Artif. Intell. Rev., 13(5-6): 393-408.
    • (1999) Artif. Intell. Rev. , vol.13 , Issue.5-6 , pp. 393-408
    • Pazzani, M.J.1
  • 46
    • 38349029576 scopus 로고    scopus 로고
    • Content-based Recommendation Systems
    • In: Brusilovsky, P., A. Kobsa and W. Nejdl (Eds.), the Adaptive Web. LNCS 4321, Springer-Verlag, Berlin Heidelberg
    • Pazzani, M.J. and D. Billsus, 2007. Content-based Recommendation Systems. In: Brusilovsky, P., A. Kobsa and W. Nejdl (Eds.), the Adaptive Web. LNCS 4321, Springer-Verlag, Berlin Heidelberg, pp: 325-341.
    • (2007) , pp. 325-341
    • Pazzani, M.J.1    Billsus, D.2
  • 47
    • 0004243541 scopus 로고
    • Approximation Theory and Methods
    • Cambridge University Press, Cambridge, ISBN: 0521295149.
    • Powell, D., 1981. Approximation Theory and Methods. Cambridge University Press, Cambridge, pp: 352, ISBN: 0521295149.
    • (1981) , pp. 352
    • Powell, D.1
  • 49
    • 0031104254 scopus 로고    scopus 로고
    • Recommender systems
    • Resnick, P. and H.R. Varian, 1997. Recommender systems. Commun. ACM, 40(3): 56-58.
    • (1997) Commun. ACM , vol.40 , Issue.3 , pp. 56-58
    • Resnick, P.1    Varian, H.R.2
  • 50
    • 85030174634 scopus 로고
    • GroupLens: An open architecture for collaborative filtering of netnews. Proceedings of the ACM Conference on Computer-Supported Cooperative Work (CSCW)
    • ACM, Chapel Hill, North Carolina, USA
    • Resnick, P., N. Iacovou, M. Suchak, P. Bergstrom and J. Riedl, 1994b. GroupLens: An open architecture for collaborative filtering of netnews. Proceedings of the ACM Conference on Computer-Supported Cooperative Work (CSCW). ACM, Chapel Hill, North Carolina, USA, pp: 175-186.
    • (1994) , pp. 175-186
    • Resnick, P.1    Iacovou, N.2    Suchak, M.3    Bergstrom, P.4    Riedl, J.5
  • 51
    • 84861970797 scopus 로고    scopus 로고
    • Mobyrek: A Conversational Recommender System for on-the-move Travelers
    • CABI Publishing, London Fesenmaier, D.R., H. Werthner and K.W. Wober (Eds.)
    • Ricci, F. and Q.N. Nguyen, 2006a. Mobyrek: A Conversational Recommender System for on-the-move Travelers. In: Fesenmaier, D.R., H. Werthner and K.W. Wober (Eds.), Destination Recommendation Systems: Behavioural Foundations and Applications. CABI Publishing, London, pp: 281-294.
    • (2006) Destination Recommendation Systems: Behavioural Foundations and Applications , pp. 281-294
    • Ricci, F.1    Nguyen, Q.N.2
  • 52
    • 84861970797 scopus 로고    scopus 로고
    • Mobyrek: A Conversational Recommender System for on-the-move Travelers
    • CABI Publishing, London Fesenmaier, D.R., H. Werthner and K.W. Wober (Eds.)
    • Ricci, F. and Q.N. Nguyen, 2006a. Mobyrek: A Conversational Recommender System for on-the-move Travelers. In: Fesenmaier, D.R., H. Werthner and K.W. Wober (Eds.), Destination Recommendation Systems: Behavioural Foundations and Applications. CABI Publishing, London, pp: 281-294.
    • (2006) Destination Recommendation Systems: Behavioural Foundations and Applications , pp. 281-294
    • Ricci, F.1    Nguyen, Q.N.2
  • 53
    • 0018632276 scopus 로고
    • User modeling via stereotypes
    • Rich, E., 1979. User modeling via stereotypes. Cognitive Sci., 3: 329-354.
    • (1979) Cognitive Sci. , vol.3 , pp. 329-354
    • Rich, E.1
  • 54
    • 32944470631 scopus 로고    scopus 로고
    • Cinema screen recommender agent: Combining collaborative and content-based filtering
    • Salter, J. and N. Antonopoulos, 2006. Cinema screen recommender agent: Combining collaborative and content-based filtering. IEEE Intell. Syst., 21(1): 35-41.
    • (2006) IEEE Intell. Syst. , vol.21 , pp. 1935-1941
    • Salter, J.1    Antonopoulos, N.2
  • 55
    • 45549117987 scopus 로고    scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • Salton, G. and C. Buckley, 1998. Term-weighting approaches in automatic text retrieval. Inform. Proc. Manag. Int. J., 24(5): 513-523.
    • (1998) Inform. Proc. Manag. Int. J. , vol.24 , Issue.5 , pp. 513-523
    • Salton, G.1    Buckley, C.2
  • 56
    • 0003882234 scopus 로고
    • Automatic Text Processing: The Transformation, Analysis and Retrieval of Information by Computer
    • Addison-Wesley, Reading, Mass, ISBN: 0201122278.
    • Salton, G.G., 1989. Automatic Text Processing: The Transformation, Analysis and Retrieval of Information by Computer. Addison-Wesley, Reading, Mass, pp: 530, ISBN: 0201122278.
    • (1989) , pp. 530
    • Salton, G.G.1
  • 57
    • 0013312710 scopus 로고    scopus 로고
    • Application of dimensionality reduction in recommender system: A case study
    • Proceedings of the ACM WebKDD Workshop at the ACMSIGKDD Conference on Knowledge Discovery in Databases (KDD). Boston, Massachusetts, USA.
    • Sarwar, B.M., G. Karypis, J.A. Konstan and J. Riedl, 2000a. Application of dimensionality reduction in recommender system: A case study. Proceedings of the ACM WebKDD Workshop at the ACMSIGKDD Conference on Knowledge Discovery in Databases (KDD). Boston, Massachusetts, USA.
    • (2000)
    • Sarwar, B.M.1    Karypis, G.2    Konstan, J.A.3    Riedl, J.4
  • 58
    • 85119665974 scopus 로고    scopus 로고
    • Analysis of recommendation algorithms for e-commerce
    • Proceedings of the 2nd ACM Conference on Electronic Commerce. ACM, Minneapolis, Minnesota, USA
    • Sarwar, B.M., G. Karypis, J.A. Konstan and J. Riedl, 2000b. Analysis of recommendation algorithms for e-commerce. Proceedings of the 2nd ACM Conference on Electronic Commerce. ACM, Minneapolis, Minnesota, USA, pp: 158-167.
    • (2000) , pp. 158-167
    • Sarwar, B.M.1    Karypis, G.2    Konstan, J.A.3    Riedl, J.4
  • 60
    • 0032276564 scopus 로고    scopus 로고
    • Using filtering agents to improve prediction quality in the grouplens research collaborative filtering system
    • Proceedings of the ACM Conference on Computer Supported Cooperative Work (CSCW). Seattle. ACM, Washington, USA
    • Sarwar, B.M., J.A. Konstan, A. Borchers, J.L. Herlocker, B.N. Miller and J. Riedl, 1998. Using filtering agents to improve prediction quality in the grouplens research collaborative filtering system. Proceedings of the ACM Conference on Computer Supported Cooperative Work (CSCW). Seattle. ACM, Washington, USA, pp: 345-354.
    • (1998) , pp. 345-354
    • Sarwar, B.M.1    Konstan, J.A.2    Borchers, A.3    Herlocker, J.L.4    Miller, B.N.5    Riedl, J.6
  • 61
    • 34249990939 scopus 로고    scopus 로고
    • Collaborative Filtering Recommender Systems
    • In: Brusilovsky, P., A. Kobsa and W. Nejdl (Eds.), the Adaptive Web. Springer Berlin, Heidelberg
    • Schafer, J.B., D. Frankowski, J. Herlocker and S. Sen, 2007a. Collaborative Filtering Recommender Systems. In: Brusilovsky, P., A. Kobsa and W. Nejdl (Eds.), the Adaptive Web. Springer Berlin, Heidelberg, pp: 291-324.
    • (2007) , pp. 291-324
    • Schafer, J.B.1    Frankowski, D.2    Herlocker, J.3    Sen, S.4
  • 62
    • 34249990939 scopus 로고    scopus 로고
    • Collaborative Filtering Recommender Systems
    • In: Brusilovsky, P., K. Alfred and N. Wolfgang (Eds.), The Adaptive Web of Lecture Notes in Computer Science. Springer-Verlag, Berlin, Germany
    • Schafer, J.B., F. Dan, H. Jon and S. Shilad, 2007b. Collaborative Filtering Recommender Systems. In: Brusilovsky, P., K. Alfred and N. Wolfgang (Eds.), The Adaptive Web of Lecture Notes in Computer Science. Springer-Verlag, Berlin, Germany, 4321: 291-324.
    • (2007) , vol.4321 , pp. 291-324
    • Schafer, J.B.1    Dan, F.2    Jon, H.3    Shilad, S.4
  • 63
    • 84883877353 scopus 로고    scopus 로고
    • Recommender systems in E-commerce. Proceedings of the 1st ACM Conference on Electronic Commerce
    • Denver, CO
    • Schafer, J.B., J. Konstan and J. Riedl, 1999. Recommender systems in E-commerce. Proceedings of the 1st ACM Conference on Electronic Commerce. Denver, CO, pp: 158-166.
    • (1999) , pp. 158-166
    • Schafer, J.B.1    Konstan, J.2    Riedl, J.3
  • 64
    • 0029179043 scopus 로고
    • Social information filtering: Algorithms for automating word of mouth
    • Proceeding of the SIGCHI Conference on Human Factors in Computing Systems. ACM Press/Addison-Wesley Publishing Co., New York, USA
    • Shardanand, U. and P. Maes, 1995. Social information filtering: Algorithms for automating word of mouth. Proceeding of the SIGCHI Conference on Human Factors in Computing Systems. ACM Press/Addison-Wesley Publishing Co., New York, USA, pp: 210-217.
    • (1995) , pp. 210-217
    • Shardanand, U.1    Maes, P.2
  • 65
    • 42149177829 scopus 로고    scopus 로고
    • Usage-based web recommendations: A reinforcement learning approach
    • Proceedings of the ACM Conference on Recommender Systems. Minneapolis, MN, USA
    • Taghipour, N., A. Kardan and S.S. Ghidary, 2007. Usage-based web recommendations: A reinforcement learning approach. Proceedings of the ACM Conference on Recommender Systems. Minneapolis, MN, USA, pp: 113-120.
    • (2007) , pp. 113-120
    • Taghipour, N.1    Kardan, A.2    Ghidary, S.S.3
  • 66
    • 0012638847 scopus 로고    scopus 로고
    • Knowledge Based Recommender Systems using Explicit User Models
    • In Papers from the AAAI Workshop, AAAI Technical Report WS-00-04, AAAI Press, Menlo Park, CA
    • Towle, B. and C. Quinn, 2000. Knowledge Based Recommender Systems using Explicit User Models. In Papers from the AAAI Workshop, AAAI Technical Report WS-00-04, AAAI Press, Menlo Park, CA, pp: 74-77.
    • (2000) , pp. 74-77
    • Towle, B.1    Quinn, C.2
  • 67
    • 0003235454 scopus 로고    scopus 로고
    • Clustering methods for collaborative filtering
    • Proceedings of the Workshop on Recommender Systems at the 15th National Conference on Artificial Intelligence (AAAI). Madison, Wisconsin, USA
    • Ungar, L.H. and D.P. Foster, 1998. Clustering methods for collaborative filtering. Proceedings of the Workshop on Recommender Systems at the 15th National Conference on Artificial Intelligence (AAAI). Madison, Wisconsin, USA, pp: 112-125.
    • (1998) , pp. 112-125
    • Ungar, L.H.1    Foster, D.P.2
  • 68
    • 44849109693 scopus 로고    scopus 로고
    • A collaborative filtering-based approach to personalized document clustering
    • Wei, C.P., C.S. Yang and H.W. Hsiao, 2008. A collaborative filtering-based approach to personalized document clustering. Decision Supp. Syst., 45(3): 413-428.
    • (2008) Decision Supp. Syst. , vol.45 , Issue.3 , pp. 413-428
    • Wei, C.P.1    Yang, C.S.2    Hsiao, H.W.3
  • 69
    • 84982461894 scopus 로고
    • Measuring retrieval effectiveness based on user preference of documents
    • Yao, Y.Y., 1995. Measuring retrieval effectiveness based on user preference of documents. J. Am. Soc. Inform. Sci., 46: 133-145.
    • (1995) J. Am. Soc. Inform. Sci. , vol.46 , pp. 133-145
    • Yao, Y.Y.1
  • 70
    • 0036989637 scopus 로고    scopus 로고
    • Novelty and redundancy detection in adaptive filtering
    • Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, New York
    • Zhang, Y., J. Callan and T. Minka, 2002. Novelty and redundancy detection in adaptive filtering. Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, New York, pp: 81-88.
    • (2002) , pp. 81-88
    • Zhang, Y.1    Callan, J.2    Minka, T.3


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