-
1
-
-
20844435854
-
Toward the next generation of recommender systems: A survey of the state-of-The-art and possible extensions
-
DOI 10.1109/TKDE.2005.99
-
Adomavicius, G., & Tuzhilin, A. (2005). 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, 17, 734-749. http://dx.doi.org/10.1109/TKDE.2005.99. (Pubitemid 40860454)
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.17
, Issue.6
, pp. 734-749
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
2
-
-
77954782513
-
Group recommendation: Semantics and efficiency
-
Amer-Yahia, S., Roy, S. B., Chawlat, A., Das, G., & Yu, C. (2009). Group recommendation: Semantics and efficiency. Proceedings of the VLDB Endowment, 2, 754-765. http://dl.acm.org/citation.cfm?id=1687627.1687713.
-
(2009)
Proceedings of the VLDB Endowment
, vol.2
, pp. 754-765
-
-
Amer-Yahia, S.1
Roy, S.B.2
Chawlat, A.3
Das, G.4
Yu, C.5
-
3
-
-
80052106464
-
Self-adjusting hybrid recommenders based on social network analysis
-
New York NY, USA: ACM http://dx.doi.org/10.1145/2009916.2010092
-
Bellogin, A., Castells, P., & Cantador, I. (2011). Self-adjusting hybrid recommenders based on social network analysis. In Proceedings of the 34th international ACM SIGIR conference on research and development in information retrieval (pp. 1147-1148). New York, NY, USA: ACM. http://dx.doi.org/10.1145/ 2009916.2010092. http://doi.acm.org/10.1145/2009916.2010092.
-
(2011)
Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 1147-1148
-
-
Bellogin, A.1
Castells, P.2
Cantador, I.3
-
4
-
-
0016557674
-
Multidimensional binary search trees used for associative searching
-
http://doi.acm.org/10.1145/361002.361007
-
Bentley, J. L. (1975). Multidimensional binary search trees used for associative searching. Communications of the ACM, 18, 509-517. http://dx.doi.org/10.1145/361002.361007. http://doi.acm.org/10.1145/361002. 361007.
-
(1975)
Communications of the ACM
, vol.18
, pp. 509-517
-
-
Bentley, J.L.1
-
5
-
-
4344650978
-
A symbolic approach for contentbased information filtering
-
http://dx.doi.org/10.1016/j.ipl.2004.06.003
-
Bezerra, B. L. D., & de Carvalho, F. d. A. T. (2004). A symbolic approach for contentbased information filtering. Information Processing Letters, 92, 45-52. http://dx.doi.org/10.1016/j.ipl.2004.06.003. http://dx.doi.org/10. 1016/j.ipl.2004.06.003.
-
(2004)
Information Processing Letters
, vol.92
, pp. 45-52
-
-
Bezerra, B.L.D.1
De Carvalho D.F, A.T.2
-
6
-
-
80052035515
-
A framework for collaborative filtering recommender systems
-
http://www.sciencedirect.com/science/article/pii/S0957417411008049
-
Bobadilla, J., Hernando, A., Ortega, F., & Bernal, J. (2011). A framework for collaborative filtering recommender systems. Expert Systems with Applications, 38, 14609-14623. http://dx.doi.org/10.1016/j.eswa.2011.05.021. http://www.sciencedirect.com/science/article/pii/S0957417411008049.
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 14609-14623
-
-
Bobadilla, J.1
Hernando, A.2
Ortega, F.3
Bernal, J.4
-
7
-
-
84863134526
-
Improving the performance of collaborative filtering recommender systems through user profile clustering
-
Washington, DC, USA: IEEE Computer Society
-
Braak, P. t., Abdullah, N., & Xu, Y. (2009). Improving the performance of collaborative filtering recommender systems through user profile clustering. Proceedings of the 2009 IEEE/WIC/ACM international joint conference on web intelligence and intelligent agent technology (vol. 03, pp. 147-150). Washington, DC, USA: IEEE Computer Society. http://dx.doi.org/10.1109/WI-IAT. 2009.422.
-
(2009)
Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology
, vol.3
, pp. 147-150
-
-
Braak, P.T.1
Abdullah, N.2
Xu, Y.3
-
8
-
-
84878312866
-
-
http://dx.doi.org/10.1109/WI-IAT.2009.422.
-
-
-
-
9
-
-
0002051628
-
Empirical analysis of predictive algorithms for collaborative filtering
-
San Francisco CA, USA: Morgan Kaufmann Publishers Inc.
-
Breese, J. S., Heckerman, D., & Kadie, C. (1998). Empirical analysis of predictive algorithms for collaborative filtering. In Proceedings of the fourteenth conference on uncertainty in artificial intelligence (pp. 43-52). San Francisco, CA, USA: Morgan Kaufmann Publishers Inc.. http://dl.acm.org/ citation.cfm?id=2074094.2074100.
-
(1998)
Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence
, pp. 43-52
-
-
Breese, J.S.1
Heckerman, D.2
Kadie, C.3
-
10
-
-
0036959356
-
Hybrid recommender systems: Survey and experiments
-
http://dl.acm.org/citation.cfm?id=586321.586352
-
Burke, R. (2002). Hybrid recommender systems: Survey and experiments. User Modeling and User-Adapted Interaction, 12, 331-370. http://dx.doi.org/10. 1023/A:1021240730564. http://dl.acm.org/citation.cfm?id=586321.586352.
-
(2002)
User Modeling and User-Adapted Interaction
, vol.12
, pp. 331-370
-
-
Burke, R.1
-
11
-
-
29144536634
-
-
Claypool, M., Gokhale, A., Miranda, T., Murnikov, P., Netes, D., & Sartin, M. (1999). Combining content-based and collaborative filters in an online newspaper.
-
(1999)
Combining Content-based And Collaborative Filters In An Online Newspaper
-
-
Claypool, M.1
Gokhale, A.2
Miranda, T.3
Murnikov, P.4
Netes, D.5
Sartin, M.6
-
12
-
-
84867366930
-
Local learning of item dissimilarity using content and link structure
-
New York NY, USA: ACM. http://doi.acm.org/10.1145/2365952.2365999
-
De, A., Desarkar, M. S., Ganguly, N., & Mitra, P. (2012). Local learning of item dissimilarity using content and link structure. In Proceedings of the sixth ACM conference on recommender systems (pp. 221-224). New York, NY, USA: ACM. http://dx.doi.org/10.1145/2365952.2365999. http://doi.acm.org/10.1145/ 2365952.2365999.
-
(2012)
Proceedings of the Sixth ACM Conference on Recommender Systems
, pp. 221-224
-
-
De, A.1
Desarkar, M.S.2
Ganguly, N.3
Mitra, P.4
-
14
-
-
0016353777
-
Quad trees a data structure for retrieval on composite keys
-
http://dx.doi.org/10.1007/BF00288933
-
Finkel, R. A., Bentley, J. L., Finkel, R. A., & Bentley, J. L. (1974). Quad trees a data structure for retrieval on composite keys. Acta Informatica, 4, 1-9. http://dx.doi.org/10.1007/BF00288933. http://dx.doi.org/10. 1007/BF00288933.
-
(1974)
Acta Informatica
, vol.4
, pp. 1-9
-
-
Finkel, R.A.1
Bentley, J.L.2
Finkel, R.A.3
Bentley, J.L.4
-
15
-
-
78751690625
-
Enhancing group recommendation by incorporating social relationship interactions
-
New York NY, USA: ACM. http://dx.doi.org/10.1145/1880071.1880087
-
Gartrell, M., Xing, X., Lv, Q., Beach, A., Han, R., Mishra, S., et al. (2010). Enhancing group recommendation by incorporating social relationship interactions. In Proceedings of the 16th ACM international conference on supporting group work (pp. 97-106). New York, NY, USA: ACM. http://dx.doi.org/ 10.1145/1880071.1880087. http://doi.acm.org/10.1145/1880071.1880087.
-
(2010)
Proceedings of the 16th ACM International Conference on Supporting Group Work
, pp. 97-106
-
-
Gartrell, M.1
Xing, X.2
Lv, Q.3
Beach, A.4
Han, R.5
Mishra, S.6
-
16
-
-
84858442420
-
Resource recommendation in social annotation systems: A linear-weighted hybrid approach
-
http://www.sciencedirect.com/science/article/pii/S0022000011001127
-
Gemmell, J., Schimoler, T., Mobasher, B., & Burke, R. (2012). Resource recommendation in social annotation systems: A linear-weighted hybrid approach. Journal of Computer and System Sciences, 78, 1160-1174. http://dx.doi.org/10.1016/j.jcss.2011.10.006. http://www.sciencedirect.com/ science/article/pii/S0022000011001127.
-
(2012)
Journal of Computer and System Sciences
, vol.78
, pp. 1160-1174
-
-
Gemmell, J.1
Schimoler, T.2
Mobasher, B.3
Burke, R.4
-
17
-
-
72249108954
-
A unified approach to building hybrid recommender systems
-
New York NY, USA: ACM. http://dx.doi.org/10.1145/1639714.1639735
-
Gunawardana, A., & Meek, C. (2009). A unified approach to building hybrid recommender systems. In Proceedings of the third ACM conference on recommender systems (pp. 117-124). New York, NY, USA: ACM. http://dx.doi.org/10. 1145/1639714.1639735. http://doi.acm.org/10.1145/1639714.1639735.
-
(2009)
Proceedings of the Third ACM Conference on Recommender Systems
, pp. 117-124
-
-
Gunawardana, A.1
Meek, C.2
-
18
-
-
63449104696
-
Choosing attribute weights for item dissimilarity using clikstream data with an application to a product catalog map
-
New York NY, USA: ACM. http://dx.doi.org/10.1145/1454008.1454040
-
Kagie, M., van Wezel, M., & Groenen, P. J. (2008). Choosing attribute weights for item dissimilarity using clikstream data with an application to a product catalog map. In Proceedings of the 2008 ACM conference on recommender systems (pp. 195-202). New York, NY, USA: ACM. http://dx.doi.org/10.1145/ 1454008.1454040. http://doi.acm.org/10.1145/1454008.1454040.
-
(2008)
Proceedings of the 2008 ACM Conference on Recommender Systems
, pp. 195-202
-
-
Kagie, M.1
Van Wezel, M.2
Groenen, P.J.3
-
19
-
-
78649953176
-
Hydra: An open framework for virtual-fusion of recommendation filters
-
New York NY, USA: ACM. http://dx.doi.org/10.1145/1864708.1864754
-
Karagiannidis, S., Antaris, S., Zigkolis, C., & Vakali, A. (2010). Hydra: an open framework for virtual-fusion of recommendation filters. In Proceedings of the fourth ACM conference on recommender systems (pp. 229-232). New York, NY, USA: ACM. http://dx.doi.org/10.1145/1864708.1864754. http://doi.acm.org/10.1145/1864708.1864754.
-
(2010)
Proceedings of the Fourth ACM Conference on Recommender Systems
, pp. 229-232
-
-
Karagiannidis, S.1
Antaris, S.2
Zigkolis, C.3
Vakali, A.4
-
20
-
-
34249738538
-
Optimisation of combined collaborative recommender systems
-
DOI 10.1016/j.aeue.2007.04.003, PII S1434841107001070
-
Kunaver, M., Porl, T., Poganik, M., & Tasi, J. (2007). Optimisation of combined collaborative recommender systems. AEU -International Journal of Electronics and Communications, 61, 433-443. http://dx.doi.org/10.1016/j.aeue. 2007.04.003. http://www.sciencedirect.com/science/article/pii/S1434841107001070. (Pubitemid 46843677)
-
(2007)
AEU - International Journal of Electronics and Communications
, vol.61
, Issue.7
, pp. 433-443
-
-
Kunaver, M.1
Pozrl, T.2
Pogacnik, M.3
Tasic, J.4
-
22
-
-
84878294453
-
Slope one predictors for online rating-based collaborative filtering
-
Lemire, D., & Maclachlan, A. (2007). Slope one predictors for online rating-based collaborative filtering. CoRR abs/cs/0702144.
-
(2007)
CoRR abs/cs/0702144
-
-
Lemire, D.1
Maclachlan, A.2
-
23
-
-
0037252945
-
Amazon.com recommendations: Item-toitem collaborative filtering
-
Linden, G., Smith, B., & York, J. (2003). Amazon.com recommendations: Item-toitem collaborative filtering. IEEE Internet Computing, 7, 76-80.
-
(2003)
IEEE Internet Computing
, vol.7
, pp. 76-80
-
-
Linden, G.1
Smith, B.2
York, J.3
-
24
-
-
80052881372
-
Content-based recommender systems: State of the art and trends
-
In F. Ricci, L. Rokach, B. Shapira, & P. B. Kantor (Eds.), US: Springer. 10.1007/978-0-387-85820-3-3
-
Lops, P., Gemmis, M., & Semeraro, G. (2011). Content-based recommender systems: State of the art and trends. In F. Ricci, L. Rokach, B. Shapira, & P. B. Kantor (Eds.), Recommender systems handbook (pp. 73-105). US: Springer. 10.1007/978-0-387-85820-3-3.
-
(2011)
Recommender Systems Handbook
, pp. 73-105
-
-
Lops, P.1
Gemmis, M.2
Semeraro, G.3
-
25
-
-
33746077720
-
Group recommender systems: A critiquing based approach
-
DOI 10.1145/1111449.1111506, IUI 06 - 2006 International Conference on Intelligent User Interfaces
-
McCarthy, K., Salamó, M., Coyle, L., McGinty, L., Smyth, B., & Nixon, P. (2006). Group recommender systems: A critiquing based approach. In Proceedings of the 11th international conference on Intelligent user interfaces (pp. 267-269). New York, NY, USA: ACM. http://dx.doi.org/10.1145/1111449. 1111506. http://doi.acm.org/10.1145/1111449.1111506. (Pubitemid 44074879)
-
(2006)
International Conference on Intelligent User Interfaces, Proceedings IUI
, vol.2006
, pp. 267-269
-
-
McCarthy, K.1
Salamo, M.2
Coyle, L.3
McGinty, L.4
Smyth, B.5
Nixon, P.6
-
26
-
-
84869147060
-
Being accurate is not enough: How accuracy metrics have hurt recommender systems
-
New York NY, USA: ACM. http://dx.doi.org/10.1145/1125451.1125659
-
McNee, S. M., Riedl, J., & Konstan, J. A. (2006). Being accurate is not enough: How accuracy metrics have hurt recommender systems. In CHI '06 extended abstracts on human factors in computing systems (pp. 1097-1101). New York, NY, USA: ACM. http://dx.doi.org/10.1145/1125451.1125659. http://doi.acm.org/10.1145/1125451.1125659.
-
(2006)
CHI ' 06 Extended Abstracts on Human Factors in Computing Systems
, pp. 1097-1101
-
-
McNee, S.M.1
Riedl, J.2
Konstan, J.A.3
-
27
-
-
0042264975
-
Comparison Processes in Social Judgment: Mechanisms and Consequences
-
DOI 10.1037/0033-295X.110.3.472
-
Mussweiler, T. (2003). Comparison processes in social judgment: mechanisms and consequences. In: Psychological review. (pp. 472-489). (Pubitemid 37189434)
-
(2003)
Psychological Review
, vol.110
, Issue.3
, pp. 472-489
-
-
Mussweiler, T.1
-
28
-
-
85030174634
-
Grouplens: An open architecture for collaborative filtering of netnews
-
New York, NY, USA: ACM http://doi.acm.org/10.1145/192844.192905
-
Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., & Riedl, J. (1994). Grouplens: an open architecture for collaborative filtering of netnews. In Proceedings of the 1994 ACM conference on Computer supported cooperative work (pp. 175-186). New York, NY, USA: ACM. http://dx.doi.org/10.1145/192844.192905. http://doi.acm.org/10.1145/192844.192905.
-
(1994)
Proceedings of the 1994 ACM 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
-
-
0031104254
-
Recommender Systems
-
Resnick, P., & Varian, H. R. (1997). Recommender systems. Communications of the ACM, 40, 56-58. http://dx.doi.org/10.1145/245108.245121. http://doi.acm.org/10.1145/245108.245121. (Pubitemid 127441130)
-
(1997)
Communications of the ACM
, vol.40
, Issue.3
, pp. 56-58
-
-
Resnick, P.1
Varian, H.R.2
-
30
-
-
34249990939
-
-
Berlin, Heidelberg.: Springer-Verlag. chapter Collaborative filtering recommender systems
-
Schafer, J. B., Frankowski, D., Herlocker, J., & Sen, S. (2007). The adaptive web. Berlin, Heidelberg.: Springer-Verlag. chapter Collaborative filtering recommender systems, pp. 291-324. http://dl.acm.org/citation.cfm?id= 1768197.1768208.
-
(2007)
The Adaptive Web
, pp. 291-324
-
-
Schafer, J.B.1
Frankowski, D.2
Herlocker, J.3
Sen, S.4
-
31
-
-
84873553818
-
Parallel search of k-nearest neighbors with synchronous operations
-
doi: http://dx.doi.org/10.1109/HPEC.2012.6408667
-
Sismanis, N., Pitsianis, N., & Sun, X. (2012). Parallel search of k-nearest neighbors with synchronous operations, in: IEEE conference on high performance extreme computing (HPEC) (pp. 1-6) doi:http://dx.doi.org/10.1109/ HPEC.2012.6408667.
-
(2012)
IEEE Conference on High Performance Extreme Computing (HPEC
, pp. 1-6
-
-
Sismanis, N.1
Pitsianis, N.2
Sun, X.3
-
32
-
-
77954418047
-
A survey of collaborative filtering techniques
-
2009
-
Su, X., & Khoshgoftaar, T. M. (2009). A survey of collaborative filtering techniques. Advances in Artificial Intelligence, 2009, 4:2. http://dx.doi.org/10.1155/2009/421425.
-
(2009)
Advances in Artificial Intelligence
, vol.4
, Issue.2
-
-
Su, X.1
Khoshgoftaar, T.M.2
-
33
-
-
84864124428
-
Distributed knn-graph approximation via hashing
-
http://doi.acm.org/10.1145/2324796.2324847
-
Trad, M. R., Joly, A., & Boujemaa, N. (2012). Distributed knn-graph approximation via hashing. In Proceedings of the 2nd ACM international conference on multimedia retrieval. http://dx.doi.org/10.1145/2324796.2324847, pp. 43:1-43:8. http://doi.acm.org/10.1145/2324796.2324847.
-
(2012)
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
, pp. 431-438
-
-
Trad, M.R.1
Joly, A.2
Boujemaa, N.3
-
34
-
-
63449126087
-
Avoiding monotony: Improving the diversity of recommendation lists
-
New York NY, USA: ACM. http://dx.doi.org/10.1145/1454008.1454030
-
Zhang, M., & Hurley, N. (2008). Avoiding monotony: Improving the diversity of recommendation lists. In Proceedings of the 2008 ACM conference on recommender systems (pp. 123-130). New York, NY, USA: ACM. http://dx.doi.org/10. 1145/1454008.1454030. http://doi.acm.org/10.1145/1454008.1454030.
-
(2008)
Proceedings of the 2008 ACM Conference on Recommender Systems
, pp. 123-130
-
-
Zhang, M.1
Hurley, N.2
|