-
1
-
-
20844435854
-
Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
-
[Adomavicius and Tuzhilin, 2005]
-
[Adomavicius and Tuzhilin, 2005] Adomavicius, G. and Tuzhilin, A. (2005). Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. Knowledge and Data Engineering, IEEE Transactions on, 17(6):734-749.
-
(2005)
Knowledge and Data Engineering, IEEE Transactions on
, vol.17
, Issue.6
, pp. 734-749
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
2
-
-
42149104475
-
Complexnetwork theoretic clustering for identifying groups of similar listeners in p2p systems
-
[Anglade et al., 2007], In, New York, NY, USA. ACM
-
[Anglade et al., 2007] Anglade, A., Tiemann, M., and Vignoli, F. (2007). Complexnetwork theoretic clustering for identifying groups of similar listeners in p2p systems. In RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems, pages 41-48, New York, NY, USA. ACM.
-
(2007)
RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems
, pp. 41-48
-
-
Anglade, A.1
Tiemann, M.2
Vignoli, F.3
-
3
-
-
33749575022
-
Group formation in large social networks: Membership, growth, and evolution
-
[Backstrom et al., 2006], In, New York, NY, USA. ACM
-
[Backstrom et al., 2006] Backstrom, L., Huttenlocher, D., Kleinberg, J., and Lan, X. (2006). Group formation in large social networks: membership, growth, and evolution. In KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 44-54, New York, NY, USA. ACM.
-
(2006)
KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
, pp. 44-54
-
-
Backstrom, L.1
Huttenlocher, D.2
Kleinberg, J.3
Lan, X.4
-
4
-
-
0002051628
-
Empirical analysis of predictive algorithms for collaborative filtering
-
[Breese et al., 1998], In
-
[Breese et al., 1998] Breese, J. S., Heckerman, D., and Kadie, C. (1998). Empirical analysis of predictive algorithms for collaborative filtering. In Proceedings of the14th Annual Conference on Uncertainty in Artificial Intelligence (UAI98), pages 43-52.
-
(1998)
Proceedings of the14th Annual Conference on Uncertainty in Artificial Intelligence (UAI98)
, pp. 43-52
-
-
Breese, J.S.1
Heckerman, D.2
Kadie, C.3
-
5
-
-
0036959356
-
Hybrid recommender systems: Survey and experiments
-
[Burke, 2002]
-
[Burke, 2002] Burke, R. (2002). Hybrid recommender systems: Survey and experiments. User Modeling and User-Adapted Interaction, 12(4):331-370.
-
(2002)
User Modeling and User-Adapted Interaction
, vol.12
, Issue.4
, pp. 331-370
-
-
Burke, R.1
-
6
-
-
41349117788
-
Finding community structure in very large networks
-
[Clauset et al., 2004]
-
[Clauset et al., 2004] Clauset, A., Newman, M. E. J., and Moore, C. (2004). Finding community structure in very large networks. Phys. Rev. E, 70(6):066111.
-
(2004)
Phys. Rev. E
, vol.70
, Issue.6
, pp. 066111
-
-
Clauset, A.1
Newman, M.E.J.2
Moore, C.3
-
7
-
-
34548591807
-
A scalable collaborative filtering framework based on co-clustering
-
[George and Merugu, 2005], In, Washington, DC, USA. IEEE Computer Society
-
[George and Merugu, 2005] George, T. and Merugu, S. (2005). A scalable collaborative filtering framework based on co-clustering. In ICDM '05: Proceedings of the Fifth IEEE International Conference on Data Mining, pages 625-628, Washington, DC, USA. IEEE Computer Society.
-
(2005)
ICDM '05: Proceedings of the Fifth IEEE International Conference on Data Mining
, pp. 625-628
-
-
George, T.1
Merugu, S.2
-
8
-
-
33646717327
-
-
[Golbeck, 2005], PhD thesis, College Park, MD, USA. Chair-Hendler, James
-
[Golbeck, 2005] Golbeck, J. A. (2005). Computing and applying trust in web-based social networks. PhD thesis, College Park, MD, USA. Chair-Hendler, James.
-
(2005)
Computing and applying trust in web-based social networks
-
-
Golbeck, J.A.1
-
9
-
-
42149171815
-
Supporting social recommendations with activity-balanced clustering
-
[Harper et al., 2007], In, New York, NY, USA. ACM
-
[Harper et al., 2007] Harper, F. M., Sen, S., and Frankowski, D. (2007). Supporting social recommendations with activity-balanced clustering. In RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems, pages 165-168, New York, NY, USA. ACM.
-
(2007)
RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems
, pp. 165-168
-
-
Harper, F.M.1
Sen, S.2
Frankowski, D.3
-
10
-
-
3042697346
-
Evaluating collaborative filtering recommender systems
-
[Herlocker et al., 2004]
-
[Herlocker et al., 2004] Herlocker, J. L., Konstan, J. A., Terveen, L. G., and Riedl, J. T. (2004). Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst., 22(1):5-53.
-
(2004)
ACM Trans. Inf. Syst.
, vol.22
, Issue.1
, pp. 5-53
-
-
Herlocker, J.L.1
Konstan, J.A.2
Terveen, L.G.3
Riedl, J.T.4
-
11
-
-
3042742744
-
Latent semantic models for collaborative filtering
-
[Hofmann, 2004]
-
[Hofmann, 2004] Hofmann, T. (2004). Latent semantic models for collaborative filtering. ACM Trans. Inf. Syst., 22(1):89-115.
-
(2004)
ACM Trans. Inf. Syst.
, vol.22
, Issue.1
, pp. 89-115
-
-
Hofmann, T.1
-
12
-
-
70350656351
-
Trustwalker: A random walk model for combining trust-based and item-based recommendation
-
[Jamali and Ester, 2009], In, New York, NY, USA. ACM
-
[Jamali and Ester, 2009] Jamali, M. and Ester, M. (2009). Trustwalker: a random walk model for combining trust-based and item-based recommendation. In KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 397-406, New York, NY, USA. ACM.
-
(2009)
KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
, pp. 397-406
-
-
Jamali, M.1
Ester, M.2
-
13
-
-
0013271231
-
Clustering for collaborative filtering applications
-
[Kohrs and Merialdo, 1999], In. IOS Press
-
[Kohrs and Merialdo, 1999] Kohrs, A. and Merialdo, B. (1999). Clustering for collaborative filtering applications. In In Proceedings of CIMCA'99. IOS Press.
-
(1999)
In Proceedings of CIMCA'99
-
-
Kohrs, A.1
Merialdo, B.2
-
14
-
-
85008044987
-
Matrix factorization techniques for recommender systems
-
[Koren et al., 2009]
-
[Koren et al., 2009] Koren, Y., Bell, R., and Volinsky, C. (2009). Matrix factorization techniques for recommender systems. Computer, 42(8):30-37.
-
(2009)
Computer
, vol.42
, Issue.8
, pp. 30-37
-
-
Koren, Y.1
Bell, R.2
Volinsky, C.3
-
15
-
-
72249094128
-
Learning to recommend with social trust ensemble
-
[Ma et al., 2009a], In, New York, NY, USA. ACM
-
[Ma et al., 2009a] Ma, H., King, I., and Lyu, M. R. (2009a). Learning to recommend with social trust ensemble. In SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, pages 203-210, New York, NY, USA. ACM.
-
(2009)
SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
, pp. 203-210
-
-
Ma, H.1
King, I.2
Lyu, M.R.3
-
16
-
-
72249122330
-
Learning to recommend with trust and distrust relationships
-
[Ma et al., 2009b], In, New York, NY, USA. ACM
-
[Ma et al., 2009b] Ma, H., Lyu, M. R., and King, I. (2009b). Learning to recommend with trust and distrust relationships. In RecSys '09: Proceedings of the third ACM conference on Recommender systems, pages 189-196, New York, NY, USA. ACM.
-
(2009)
RecSys '09: Proceedings of the third ACM conference on Recommender systems
, pp. 189-196
-
-
Ma, H.1
Lyu, M.R.2
King, I.3
-
17
-
-
42149144140
-
Trust-aware recommender systems
-
[Massa and Avesani, 2007], In, New York, NY, USA. ACM
-
[Massa and Avesani, 2007] Massa, P. and Avesani, P. (2007). Trust-aware recommender systems. In RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems, pages 17-24, New York, NY, USA. ACM.
-
(2007)
RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems
, pp. 17-24
-
-
Massa, P.1
Avesani, P.2
-
18
-
-
42149114079
-
Eigentaste 5.0: Constant-time adaptability in a recommender system using item clustering
-
[Nathanson et al., 2007], In, New York, NY, USA. ACM
-
[Nathanson et al., 2007] Nathanson, T., Bitton, E., and Goldberg, K. (2007). Eigentaste 5.0: constant-time adaptability in a recommender system using item clustering. In RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems, pages 149-152, New York, NY, USA. ACM.
-
(2007)
RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems
, pp. 149-152
-
-
Nathanson, T.1
Bitton, E.2
Goldberg, K.3
-
19
-
-
42749100809
-
Fast algorithm for detecting community structure in networks
-
[Newman, 2004]
-
[Newman, 2004] Newman, M. E. J. (2004). Fast algorithm for detecting community structure in networks. Phys. Rev. E, 69(6):066133.
-
(2004)
Phys. Rev. E
, vol.69
, Issue.6
, pp. 066133
-
-
Newman, M.E.J.1
-
20
-
-
37649028224
-
Finding and evaluating community structure in networks
-
[Newman and Girvan, 2004]
-
[Newman and Girvan, 2004] Newman, M. E. J. and Girvan, M. (2004). Finding and evaluating community structure in networks. Phys. Rev. E, 69(2):026113.
-
(2004)
Phys. Rev. E
, vol.69
, Issue.2
, pp. 026113
-
-
Newman, M.E.J.1
Girvan, M.2
-
21
-
-
32844472422
-
Trust in recommender systems
-
[O'Donovan and Smyth, 2005], In, New York, NY, USA. ACM
-
[O'Donovan and Smyth, 2005] O'Donovan, J. and Smyth, B. (2005). Trust in recommender systems. In IUI '05: Proceedings of the 10th international conference on intelligent user interfaces, pages 167-174, New York, NY, USA. ACM.
-
(2005)
IUI '05: Proceedings of the 10th international conference on intelligent user interfaces
, pp. 167-174
-
-
O'Donovan, J.1
Smyth, B.2
-
22
-
-
38849088174
-
Improving accuracy of recommender system by clustering items based on stability of user similarity
-
[Quan et al., 2006], In, Washington, DC, USA. IEEE Computer Society
-
[Quan et al., 2006] Quan, T. K., Fuyuki, I., and Shinichi, H. (2006). Improving accuracy of recommender system by clustering items based on stability of user similarity. In CIMCA '06: Proceedings of the International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce, page 61, Washington, DC, USA. IEEE Computer Society.
-
(2006)
CIMCA '06: Proceedings of the International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce
, pp. 61
-
-
Quan, T.K.1
Fuyuki, I.2
Shinichi, H.3
-
23
-
-
77953964871
-
Clustknn: A highly scalable hybrid model-& memory-based cf algorithm
-
[Rashid et al., 2006], In, Philadelphia, Pennsylvania, USA
-
[Rashid et al., 2006] Rashid, A. M., Shyong, Karypis, G., and Riedl, J. (2006). Clustknn: A highly scalable hybrid model-& memory-based cf algorithm. In WEBKDD 2006, Philadelphia, Pennsylvania, USA.
-
(2006)
WEBKDD 2006
-
-
Rashid, A.M.1
Shyong, K.G.2
Riedl, J.3
-
24
-
-
23144455973
-
Recommender systems for large-scale e-commerce: Scalable neighborhood formation using clustering
-
[Sarwar et al., 2002], In
-
[Sarwar et al., 2002] Sarwar, B., Karypis, G., Konstan, J., and Riedl, J. (2002). Recommender systems for large-scale e-commerce: Scalable neighborhood formation using clustering. In Proceedings of the Fifth International Conference on Computer and Information Technology.
-
(2002)
Proceedings of the Fifth International Conference on Computer and Information Technology
-
-
Sarwar, B.1
Karypis, G.2
Konstan, J.3
Riedl, J.4
-
25
-
-
77954418047
-
A survey of collaborative filtering techniques
-
[Su and Khoshgoftaar, 2009]
-
[Su and Khoshgoftaar, 2009] Su, X. and Khoshgoftaar, T. M. (2009). A survey of collaborative filtering techniques. Adv. in Artif. Intell., 2009:1-20.
-
(2009)
Adv. in Artif. Intell.
, vol.2009
, pp. 1-20
-
-
Su, X.1
Khoshgoftaar, T.M.2
-
26
-
-
68249135535
-
Improving accuracy of recommender system by item clustering
-
[Truong et al., 2007], E90-D
-
[Truong et al., 2007] Truong, K., Ishikawa, F., and Honiden, S. (2007). Improving accuracy of recommender system by item clustering. IEICE-Trans. Inf. Syst., E90-D(9):1363-1373.
-
(2007)
IEICE-Trans. Inf. Syst.
, Issue.9
, pp. 1363-1373
-
-
Truong, K.1
Ishikawa, F.2
Honiden, S.3
-
27
-
-
0003235454
-
Clustering methods for collaborative filtering
-
[Ungar and Foster, 1998], In, AAAI Press, Menlo Park California
-
[Ungar and Foster, 1998] Ungar, L. and Foster, D. (1998). Clustering methods for collaborative filtering. In Proceedings of the Workshop on Recommendation Systems. AAAI Press, Menlo Park California.
-
(1998)
Proceedings of the Workshop on Recommendation Systems
-
-
Ungar, L.1
Foster, D.2
-
28
-
-
36849035955
-
Recommendation on item graphs
-
[Wang et al., 2006], In, Washington, DC, USA. IEEE Computer Society
-
[Wang et al., 2006] Wang, F., Ma, S., Yang, L., and Li, T. (2006). Recommendation on item graphs. In ICDM '06: Proceedings of the Sixth International Conference on Data Mining, pages 1119-1123, Washington, DC, USA. IEEE Computer Society.
-
(2006)
ICDM '06: Proceedings of the Sixth International Conference on Data Mining
, pp. 1119-1123
-
-
Wang, F.1
Ma, S.2
Yang, L.3
Li, T.4
-
29
-
-
84885578920
-
Scalable collaborative filtering using cluster-based smoothing
-
[Xue et al., 2005], In, New York, NY, USA. ACM
-
[Xue et al., 2005] Xue, G.-R., Lin, C., Yang, Q., Xi, W., Zeng, H.-J., Yu, Y., and Chen, Z. (2005). Scalable collaborative filtering using cluster-based smoothing. In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, pages 114-121, New York, NY, USA. ACM.
-
(2005)
SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
, pp. 114-121
-
-
Xue, G.-R.1
Lin, C.2
Yang, Q.3
Xi, W.4
Zeng, H.-J.5
Yu, Y.6
Chen, Z.7
-
30
-
-
42149193177
-
A recursive prediction algorithm for collaborative filtering recommender systems
-
[Zhang and Pu, 2007], In, New York, NY, USA. ACM
-
[Zhang and Pu, 2007] Zhang, J. and Pu, P. (2007). A recursive prediction algorithm for collaborative filtering recommender systems. In RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems, pages 57-64, New York, NY, USA. ACM.
-
(2007)
RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems
, pp. 57-64
-
-
Zhang, J.1
Pu, P.2
-
31
-
-
84863115513
-
Novel item recommendation by user profile partitioning
-
[Zhang and Hurley, 2009], In, Washington, DC, USA. IEEE Computer Society
-
[Zhang and Hurley, 2009] Zhang, M. and Hurley, N. (2009). Novel item recommendation by user profile partitioning. In WI-IAT '09: Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, pages 508-515, Washington, DC, USA. IEEE Computer Society.
-
(2009)
WI-IAT '09: Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology
, pp. 508-515
-
-
Zhang, M.1
Hurley, N.2
-
32
-
-
57349186514
-
Learning multiple graphs for document recommendations
-
[Zhou et al., 2008], In, New York, NY, USA. ACM
-
[Zhou et al., 2008] Zhou, D., Zhu, S., Yu, K., Song, X., Tseng, B. L., Zha, H., and Giles, C. L. (2008). Learning multiple graphs for document recommendations. In WWW '08: Proceeding of the 17th international conference on World Wide Web, pages 141-150, New York, NY, USA. ACM.
-
(2008)
WWW '08: Proceeding of the 17th international conference on World Wide Web
, pp. 141-150
-
-
Zhou, D.1
Zhu, S.2
Yu, K.3
Song, X.4
Tseng, B.L.5
Zha, H.6
Giles, C.L.7
-
33
-
-
36448946815
-
Combining content and link for classification using matrix factorization
-
[Zhu et al., 2007], In, New York, NY, USA. ACM
-
[Zhu et al., 2007] Zhu, S., Yu, K., Chi, Y., and Gong, Y. (2007). Combining content and link for classification using matrix factorization. In SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, pages 487-494, New York, NY, USA. ACM.
-
(2007)
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
, pp. 487-494
-
-
Zhu, S.1
Yu, K.2
Chi, Y.3
Gong, Y.4
|