-
1
-
-
20844435854
-
Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
-
G. Adomavicius, A. Tuzhilin, Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions, IEEE Trans. Knowl. Data Eng. (TKDE) 17 (2005) 734-749.
-
(2005)
IEEE Trans. Knowl. Data Eng. (TKDE
, vol.17
, pp. 734-749
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
2
-
-
57349146373
-
Lessons from the netflix prize challenge
-
R.M. Bell, Y. Koren, Lessons from the netflix prize challenge, ACM SIGKDD Explor. Newsl. 9 (2007) 75-79.
-
(2007)
ACM SIGKDD Explor. Newsl
, vol.9
, pp. 75-79
-
-
Bell, R.M.1
Koren, Y.2
-
7
-
-
84899013173
-
Support vector regression machines
-
H. Drucker, C.J. Burges, L. Kaufman, A. Smola, V. Vapnik, Support vector regression machines, Advan. Neur. Inform. Process. Syst. (1997) 155-161.
-
(1997)
Advan. Neur. Inform. Process. Syst
, pp. 155-161
-
-
Drucker, H.1
Burges, C.J.2
Kaufman, L.3
Smola, A.4
Vapnik, V.5
-
8
-
-
84888387567
-
Improving recommendation accuracy by clustering social networks with trust
-
T. DuBois, J. Golbeck, J. Kleint, A. Srinivasan, Improving recommendation accuracy by clustering social networks with trust, Recomm. Syst. Soc. Web (2009) 1-8.
-
(2009)
Recomm. Syst. Soc. Web
, pp. 1-8
-
-
Dubois, T.1
Golbeck, J.2
Kleint, J.3
Srinivasan, A.4
-
9
-
-
84887594229
-
Integrating trust and similarity to ameliorate the data sparsity and cold start for recommender systems
-
G. Guo, Integrating trust and similarity to ameliorate the data sparsity and cold start for recommender systems, in: Proceedings of the 7th ACM Conference on Recommender Systems (RecSys), 2013.
-
(2013)
Proceedings of the 7th ACM Conference on Recommender Systems (RecSys)
-
-
Guo, G.1
-
10
-
-
84894902264
-
Merging trust in collaborative filtering to alleviate data sparsity and cold start
-
G. Guo, J. Zhang, D. Thalmann, Merging trust in collaborative filtering to alleviate data sparsity and cold start, Knowl.-Based Syst. (KBS) 57 (2014) 57-68.
-
(2014)
Knowl.-Based Syst. (KBS
, vol.57
, pp. 57-68
-
-
Guo, G.1
Zhang, J.2
Thalmann, D.3
-
11
-
-
84887600654
-
Prior ratings: A new information source for recommender systems in e-commerce
-
G. Guo, J. Zhang, D. Thalmann, N. Yorke-Smith, Prior ratings: a new information source for recommender systems in e-commerce, in: Proceedings of the 7th ACM Conference on Recommender Systems (RecSys), 2013, pp. 383-386.
-
(2013)
Proceedings of the 7th ACM Conference on Recommender Systems (RecSys)
, pp. 383-386
-
-
Guo, G.1
Zhang, J.2
Thalmann, D.3
Yorke-Smith, N.4
-
12
-
-
84896062677
-
A novel bayesian similarity measure for recommender systems
-
G. Guo, J. Zhang, N. Yorke-Smith, A novel bayesian similarity measure for recommender systems, in: Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013, pp. 2619-2625.
-
(2013)
Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI)
, pp. 2619-2625
-
-
Guo, G.1
Zhang, J.2
Yorke-Smith, N.3
-
14
-
-
77955644905
-
Factor in the neighbors: Scalable and accurate collaborative filtering
-
Y. Koren, Factor in the neighbors: scalable and accurate collaborative filtering, ACM Trans. Knowl. Discov. Data (TKDD) 4 (2010) 1:1-1:24.
-
(2010)
ACM Trans. Knowl. Discov. Data (TKDD
, vol.4
, pp. 11-124
-
-
Koren, Y.1
-
15
-
-
85008044987
-
Matrix factorization techniques for recommender systems
-
Y. Koren, R. Bell, C. Volinsky, Matrix factorization techniques for recommender systems, Computer 42 (2009) 30-37.
-
(2009)
Computer
, vol.42
, pp. 30-37
-
-
Koren, Y.1
Bell, R.2
Volinsky, C.3
-
17
-
-
72249094128
-
Learning to recommend with social trust ensemble
-
ACM
-
H. Ma, I. King, M. Lyu, Learning to recommend with social trust ensemble, in: Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), ACM, 2009, pp. 203-210.
-
(2009)
Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
, pp. 203-210
-
-
Ma, H.1
King, I.2
Lyu, M.3
-
21
-
-
79955497412
-
A clustering approach for collaborative filtering recommendation using social network analysis
-
M. Pham, Y. Cao, R. Klamma, M. Jarke, A clustering approach for collaborative filtering recommendation using social network analysis, J. Univ. Comp. Sci. 17 (2011) 583-604.
-
(2011)
J. Univ. Comp. Sci
, vol.17
, pp. 583-604
-
-
Pham, M.1
Cao, Y.2
Klamma, R.3
Jarke, M.4
-
22
-
-
23144455973
-
Recommender systems for large-scale e-commerce: Scalable neighborhood formation using clustering
-
B. Sarwar, G. Karypis, J. Konstan, J. Riedl, Recommender systems for large-scale e-commerce: scalable neighborhood formation using clustering, in: Proceedings of the 5th International Conference on Computer and Information Technology (ICCIT), 2002, pp. 158-167.
-
(2002)
Proceedings of the 5th International Conference on Computer and Information Technology (ICCIT)
, pp. 158-167
-
-
Sarwar, B.1
Karypis, G.2
Konstan, J.3
Riedl, J.4
-
23
-
-
0003408420
-
-
the MIT Press
-
B. Schölkopf, A.J. Smola, Learning with Kernels: Support Vector Machines, Regularization, Optimization and Beyond, the MIT Press, 2002.
-
(2002)
Learning with Kernels: Support Vector Machines, Regularization, Optimization and beyond
-
-
Schölkopf, B.1
Smola, A.J.2
-
24
-
-
57349138790
-
Yes, there is a correlation: From social networks to personal behavior on the web
-
P. Singla, M. Richardson, Yes, there is a correlation: from social networks to personal behavior on the web, in: Proceedings of the 17th International Conference on World Wide Web (WWW), 2008, pp. 655-664.
-
(2008)
Proceedings of the 17th International Conference on World Wide Web WWW)
, pp. 655-664
-
-
Singla, P.1
Richardson, M.2
-
25
-
-
80052893493
-
Object cosegmentation
-
S. Vicente, C. Rother, V. Kolmogorov, Object cosegmentation, in: Proceeding of the 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, pp. 2217-2224.
-
(2011)
Proceeding of the 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
, pp. 2217-2224
-
-
Vicente, S.1
Rother, C.2
Kolmogorov, V.3
-
28
-
-
84885578920
-
Scalable collaborative filtering using cluster-based smoothing
-
G. Xue, C. Lin, Q. Yang, W. Xi, H. Zeng, Y. Yu, Z. Chen, Scalable collaborative filtering using cluster-based smoothing, in: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2005, pp. 114-121.
-
(2005)
Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
, pp. 114-121
-
-
Xue, G.1
Lin, C.2
Yang, Q.3
Xi, W.4
Zeng, H.5
Yu, Y.6
Chen, Z.7
-
29
-
-
84896064130
-
Social collaborative filtering by trust
-
B. Yang, Y. Lei, D. Liu, J. Liu, Social collaborative filtering by trust, in: Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI), 2013, pp. 2747-2753.
-
(2013)
Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI)
, pp. 2747-2753
-
-
Yang, B.1
Lei, Y.2
Liu, D.3
Liu, J.4
-
31
-
-
77958150148
-
Distributed recommender for peer-to-peer knowledge sharing
-
L. Zhen, Z. Jiang, H. Song, Distributed recommender for peer-to-peer knowledge sharing, Inform. Sci. 180 (2010) 3546-3561.
-
(2010)
Inform. Sci
, vol.180
, pp. 3546-3561
-
-
Zhen, L.1
Jiang, Z.2
Song, H.3
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