-
1
-
-
20844435854
-
Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-art and Possible Extensions
-
June
-
Adomavicius, G., and 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, 2005(June), 17(6): 734-749.
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.17
, Issue.6
, pp. 734-749
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
3
-
-
0141607824
-
Latent Dirichlet Allocation
-
Jan
-
Blei, D., Ng, A., and Jordan, M.: "Latent Dirichlet Allocation"; Journal of Machine Learning Research, 2003(Jan), 3: 993-1022.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 993-1022
-
-
Blei, D.1
Ng, A.2
Jordan, M.3
-
4
-
-
0033905050
-
Discovering Relevant Scientific Literature on the Web
-
Bollacker, K.D., Lawrence, S., and Giles, C.L.: "Discovering Relevant Scientific Literature on the Web"; IEEE Intelligent Systems, 2000, 15(2): 42-47.
-
(2000)
IEEE Intelligent Systems
, vol.15
, Issue.2
, pp. 42-47
-
-
Bollacker, K.D.1
Lawrence, S.2
Giles, C.L.3
-
5
-
-
0031161999
-
Beyond Market Basket: Generalizing Association Rules to Correlations
-
New York, ACM Press
-
Brin, S., Motowani, R., and Silverstein, C.: "Beyond Market Basket: Generalizing Association Rules to Correlations". Proceedings of the ACM SIGMOD Conference on Management of Data (SIGMOD'97). New York, 1997, ACM Press: 265-276.
-
(1997)
Proceedings of the ACM SIGMOD Conference on Management of Data (SIGMOD'97)
, pp. 265-276
-
-
Brin, S.1
Motowani, R.2
Silverstein, C.3
-
6
-
-
31844446958
-
Learning to Rank using Gradient Descent
-
Bonn
-
Burges, C.J.C., Shaked, T., Renshaw, E., Lazier, A., Deeds, M., Hamilton, N., and Hullender, G.: "Learning to Rank using Gradient Descent"; Proceedings of the 22nd International Conference on Machine Learning, Bonn, 2005.
-
(2005)
Proceedings of the 22nd International Conference on Machine Learning
-
-
Burges, C.J.C.1
Shaked, T.2
Renshaw, E.3
Lazier, A.4
Deeds, M.5
Hamilton, N.6
Hullender, G.7
-
7
-
-
0035789282
-
PVA: A Self-Adaptive Personal View Agent System
-
Schkolnick M., Provost F., Srikant R. (eds.), New York, ACM Press
-
Chen, C.C., Chen, M.C., and Sun, Y.S.: "PVA: a Self-Adaptive Personal View Agent System"; Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Schkolnick M., Provost F., Srikant R. (eds.), New York, 2001, ACM Press, pp. 257-262.
-
(2001)
Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 257-262
-
-
Chen, C.C.1
Chen, M.C.2
Sun, Y.S.3
-
8
-
-
20844448296
-
Combining Content-Based and Collaborative Filters in an Online Newspaper
-
Aug
-
Claypool, M., Gokhale, A., Miranda, T., Murnikov, P., Netes, D., and Saitin, M.: "Combining Content-Based and Collaborative Filters in an Online Newspaper"; Proceedings of ACM SIGIR'99 Workshop Recommender Systems: Algorithms and Evaluation, Aug, 1999.
-
(1999)
Proceedings of ACM SIGIR'99 Workshop Recommender Systems: Algorithms and Evaluation
-
-
Claypool, M.1
Gokhale, A.2
Miranda, T.3
Murnikov, P.4
Netes, D.5
Saitin, M.6
-
10
-
-
0031269184
-
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
-
Domingos, P., and Pazzani, M.: "On the Optimality of the Simple Bayesian Classifier under Zero-One Loss"; Machine Learning, 1997, 29:103-137.
-
(1997)
Machine Learning
, vol.29
, pp. 103-137
-
-
Domingos, P.1
Pazzani, M.2
-
12
-
-
84976668719
-
Using collaborative filtering to weave an information tapestry
-
Goldberg, D., Nichols, D., Oki, B.M., and Terry, D.: "Using collaborative filtering to weave an information tapestry"; Communications of the ACM, 1992, 35 (12): 61-70.
-
(1992)
Communications of the ACM
, vol.35
, Issue.12
, pp. 61-70
-
-
Goldberg, D.1
Nichols, D.2
Oki, B.M.3
Terry, D.4
-
14
-
-
85084775930
-
A Graph-Based Recommendation System for Digital Library
-
Portland, Oregon, USA
-
Huang, Z., Chung, W.Y., Ong, T.H., and Chen, H.C.: "A Graph-Based Recommendation System for Digital Library"; Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL'02), Portland, Oregon, USA.
-
Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL'02)
-
-
Huang, Z.1
Chung, W.Y.2
Ong, T.H.3
Chen, H.C.4
-
15
-
-
3042819722
-
Applying Associative Retrieval Techniques to Alleviate the Sparsity Problem in Collaborative Filtering
-
January
-
Huang, Z., Chen, H., and Zeng, D.: "Applying Associative Retrieval Techniques to Alleviate the Sparsity Problem in Collaborative Filtering"; ACM Transactions on Information Systems (TOIS'04), 22(1): 116-142, January
-
ACM Transactions on Information Systems (TOIS'04)
, vol.22
, Issue.1
, pp. 116-142
-
-
Huang, Z.1
Chen, H.2
Zeng, D.3
-
16
-
-
0000169986
-
WebWatcher: A Tour Guide for the World Wide Web
-
Georgeff, M.P., Pollack, E.M. (eds.), San Francisco: Morgan Kaufmann Publishers
-
Joachims, T., Freitag, D., and Mitchell, T.: "WebWatcher: A Tour Guide for the World Wide Web"; Proceedings of the International Joint Conference on Artificial Intelligence. Georgeff, M.P., Pollack, E.M. (eds.), San Francisco: Morgan Kaufmann Publishers, 1997, 770~777.
-
(1997)
Proceedings of the International Joint Conference on Artificial Intelligence
, pp. 770-777
-
-
Joachims, T.1
Freitag, D.2
Mitchell, T.3
-
17
-
-
34548463136
-
-
Series: Springer Series in Statistics, 2nd ed., Springer, NY, 28 illus. ISBN 978-0-387-95442-4
-
Jolliffe, I.T.: "Principal Component Analysis"; Series: Springer Series in Statistics, 2nd ed., Springer, NY, 2002, XXIX, 487 p. 28 illus. ISBN 978-0-387-95442-4.
-
(2002)
Principal Component Analysis
, vol.29
, pp. 487
-
-
Jolliffe, I.T.1
-
18
-
-
57349115984
-
Personalized interactive faceted search
-
Beijing, China
-
Koren, J., Zhang, Y., and Liu, X.: "Personalized interactive faceted search"; Proceedings of the 17th International Conference on World Wide Web (WWW'08), Beijing, China.
-
Proceedings of the 17th International Conference on World Wide Web (WWW'08)
-
-
Koren, J.1
Zhang, Y.2
Liu, X.3
-
19
-
-
0037252945
-
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
-
IEEE
-
Linden, G., Smith, B., and York, J.: "Amazon.com Recommendations: Item-to-Item Collaborative Filtering"; Internet Computing, 2003, 7:76-80, IEEE.
-
(2003)
Internet Computing
, vol.7
, pp. 76-80
-
-
Linden, G.1
Smith, B.2
York, J.3
-
21
-
-
0012069247
-
Machine Learning for Better Web Browsing
-
Rogers S., Iba W. (eds.), Menlo Park, CA: AAAI Press
-
Mladenic, D.: "Machine Learning for Better Web Browsing"; AAAI 2000 Spring Symposium Technical Reports on Adaptive User Interfaces. Rogers S., Iba W. (eds.), Menlo Park, CA: AAAI Press, 2000, 82~84.
-
(2000)
AAAI 2000 Spring Symposium Technical Reports on Adaptive User Interfaces
, pp. 82-84
-
-
Mladenic, D.1
-
22
-
-
0031248276
-
A Multilevel Approach to Intelligent Information Filtering: Model, System, and Evaluation
-
Mostafa, J., Lam, S.W., and Palakal, M.: "A Multilevel Approach to Intelligent Information Filtering: Model, System, and Evaluation"; ACM Transactions on Information Systems, 1997, 15(4):368-399.
-
(1997)
ACM Transactions on Information Systems
, vol.15
, Issue.4
, pp. 368-399
-
-
Mostafa, J.1
Lam, S.W.2
Palakal, M.3
-
23
-
-
0030349576
-
Syskill & Webert: Identifying Interesting Web Sites
-
Portland, Oregon
-
Pazzani, M., Muramatsu, J., and Billsus, D.: "Syskill & Webert: Identifying Interesting Web Sites"; Proceedings of the Thirteenth National Conference on Artificial Intelligence (AAAI 96), Portland, Oregon, pp. 54-61.
-
Proceedings of the Thirteenth National Conference on Artificial Intelligence (AAAI 96)
, pp. 54-61
-
-
Pazzani, M.1
Muramatsu, J.2
Billsus, D.3
-
24
-
-
0033325071
-
A Framework for Collaborative, Content-Based, and Demographic Filtering
-
Dec
-
Pazzani, M.: "A Framework for Collaborative, Content-Based, and Demographic Filtering"; Artificial Intelligence Rev., pp. 393-408, Dec. 1999.
-
(1999)
Artificial Intelligence Rev
, pp. 393-408
-
-
Pazzani, M.1
-
25
-
-
0031269184
-
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
-
Pedro, D., and Pazzani, M.: "On the Optimality of the Simple Bayesian Classifier under Zero-One Loss"; Machine Learning, 1997, 29:103-137.
-
(1997)
Machine Learning
, vol.29
, pp. 103-137
-
-
Pedro, D.1
Pazzani, M.2
-
26
-
-
36348977556
-
Recommending Related Papers based on Digital Library Access Records
-
June 18-23, Vancouver, British Columbia, Canada
-
Pohl S., Radlinski F. and Joachims T.: "Recommending Related Papers based on Digital Library Access Records"; The Joint Conference on Digital Libraries (JCDL'07), June 18-23, Vancouver, British Columbia, Canada.
-
The Joint Conference on Digital Libraries (JCDL'07)
-
-
Pohl, S.1
Radlinski, F.2
Joachims, T.3
-
27
-
-
85030174634
-
GroupLens: An Open Architecture for Collaborative Filtering of Netnews
-
Chapel Hill, NC
-
Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., and Riedl, J.: "GroupLens: An Open Architecture for Collaborative Filtering of Netnews"; Proceedings of ACM 1994 Conference on Computer Supported Cooperative Work, Chapel Hill, NC, 1994, pp. 175-186.
-
(1994)
Proceedings of ACM 1994 Conference on Computer Supported Cooperative Work
, pp. 175-186
-
-
Resnick, P.1
Iacovou, N.2
Suchak, M.3
Bergstrom, P.4
Riedl, J.5
-
29
-
-
33845913054
-
-
The MIT Press, ISBN 0-262-19547-X
-
Shakhnarovich, G., Darrell, T., and Indyk, P.: "Nearest-Neighbor Methods in Learning and Vision"; The MIT Press, 2005, ISBN 0-262-19547-X.
-
(2005)
Nearest-Neighbor Methods in Learning and Vision
-
-
Shakhnarovich, G.1
Darrell, T.2
Indyk, P.3
-
30
-
-
0029179043
-
Social Information Filtering: Algorithms for Automating Word of Mouth
-
Roberts T., Robertson S. (eds.), New York, ACM Press
-
Shardanand, U., and Maes, P.: "Social Information Filtering: Algorithms for Automating Word of Mouth"; Proceedings of the ACM CHI'95 Conference on Human Factors in Computing Systems. Roberts T., Robertson S. (eds.), New York, 1995: ACM Press, 210~217.
-
(1995)
Proceedings of the ACM CHI'95 Conference on Human Factors in Computing Systems
, pp. 210-217
-
-
Shardanand, U.1
Maes, P.2
-
31
-
-
0002000090
-
Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data
-
New York, ACM Press
-
Srivastava, J., Cooley, R., and Deshpande, M.: "Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data"; Proceedings of the ACM SIGKDD Explorations. New York, 2000, ACM Press, 1(2):12-23.
-
(2000)
Proceedings of the ACM SIGKDD Explorations
, vol.1
, Issue.2
, pp. 12-23
-
-
Srivastava, J.1
Cooley, R.2
Deshpande, M.3
-
33
-
-
35148867135
-
Active Service: Concept, Architecture and Implementation
-
USA
-
Zhang, Y.X., and Fang, C.H.: "Active Service: Concept, Architecture and Implementation"; Thomson Learning, USA, 2005.
-
(2005)
Thomson Learning
-
-
Zhang, Y.X.1
Fang, C.H.2
-
34
-
-
84898958201
-
Semi-Supervised Learning on Directed Graphs
-
L.K. Saul, Y. Weiss and L. Bottou (Eds.), MIT Press, Cambridge, MA
-
Zhou, D., Schölkopf, B., and Hofmann, T.: "Semi-Supervised Learning on Directed Graphs"; Advances in Neural Information Processing Systems 17, 1633-1640. L.K. Saul, Y. Weiss and L. Bottou (Eds.), MIT Press, Cambridge, MA, 2005.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
-
-
Zhou, D.1
Schölkopf, B.2
Hofmann, T.3
-
35
-
-
31844438615
-
Learning from Labeled and Unlabeled Data on a Directed Graph
-
(Eds.) L. De Raedt and S. Wrobel, ACM press
-
Zhou, D., Huang, J., and Schölkopf, B.: "Learning from Labeled and Unlabeled Data on a Directed Graph"; Proceedings of the 22nd International Conference on Machine Learning(ICML'05), 1041-1048. (Eds.) L. De Raedt and S. Wrobel, ACM press, 2005.
-
(2005)
Proceedings of the 22nd International Conference on Machine Learning(ICML'05)
, pp. 1041-1048
-
-
Zhou, D.1
Huang, J.2
Schölkopf, B.3
-
37
-
-
26444592207
-
Learning from Labeled and Unlabeled Data with Label Propagation
-
Zhu, X., and Ghahramani, Z.: "Learning from Labeled and Unlabeled Data with Label Propagation"; Technical Report CMU-CALD-02-107, Carnegie Mellon University.
-
Technical Report
-
-
Zhu, X.1
Ghahramani, Z.2
|