-
1
-
-
20844435854
-
Toward the next generation of recommender systems: A survey of the state-of-The-Art and possible extensions
-
June
-
G. Adomavicius and A. Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-The-Art and possible extensions. IEEE Trans. on Knowl. and Data Eng., 17(6):734-749, June 2005.
-
(2005)
IEEE Trans. on Knowl. and Data Eng
, vol.17
, Issue.6
, pp. 734-749
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
3
-
-
84872759615
-
Location-based and preference-Aware recomemnation using sparse geo-soical networking data
-
J. Bao, Y. Zheng, and M. F.Mokel. Location-based and preference-Aware recomemnation using sparse geo-soical networking data. In GIS, 2012.
-
(2012)
GIS
-
-
Bao, J.1
Zheng, Y.2
Mokel, M.F.3
-
4
-
-
14344253490
-
Unifying collaborative and content-based filtering
-
J. Basilico and T. Hofmann. Unifying collaborative and content-based filtering. In ICML, 2004.
-
(2004)
ICML
-
-
Basilico, J.1
Hofmann, T.2
-
5
-
-
77954593787
-
Collaborative filtering for orkut communities: Discovery of user latent behavior
-
W.-Y. Chen, J.-C. Chu, J. Luan, H. Bai, Y. Wang, and E. Y. Chang. Collaborative filtering for orkut communities: Discovery of user latent behavior. In WWW, pages 681-690, 2009.
-
(2009)
WWW
, pp. 681-690
-
-
Chen, W.-Y.1
Chu, J.-C.2
Luan, J.3
Bai, H.4
Wang, Y.5
Chang, E.Y.6
-
6
-
-
80052648113
-
Friendship and mobility: User movement in location-based social networks
-
E. Cho, S. A. Myers, and J. Leskovec. Friendship and mobility: user movement in location-based social networks. In KDD, pages 1082-1090, 2011.
-
(2011)
KDD
, pp. 1082-1090
-
-
Cho, E.1
Myers, S.A.2
Leskovec, J.3
-
7
-
-
78649914423
-
Performance of recommender algorithms on top-n recommendation tasks
-
P. Cremonesi, Y. Koren, and R. Turrin. Performance of recommender algorithms on top-n recommendation tasks. In RecSys, pages 39-46, 2010.
-
(2010)
RecSys
, pp. 39-46
-
-
Cremonesi, P.1
Koren, Y.2
Turrin, R.3
-
8
-
-
0034819889
-
Optimal aggregation algorithms for middleware
-
R. Fagin, A. Lotem, and M. Naor. Optimal aggregation algorithms for middleware. In PODS, pages 102-113, 2001.
-
(2001)
PODS
, pp. 102-113
-
-
Fagin, R.1
Lotem, A.2
Naor, M.3
-
9
-
-
84871044902
-
Gscorr: Modeling geo-social correlations for new check-ins on location-based social networks
-
H. Gao, J. Tang, and H. Liu. gscorr: modeling geo-social correlations for new check-ins on location-based social networks. In CIKM, pages 1582-1586, 2012.
-
(2012)
CIKM
, pp. 1582-1586
-
-
Gao, H.1
Tang, J.2
Liu, H.3
-
10
-
-
33749415015
-
Using location for personalized poi recommendations in mobile environments
-
T. Horozov, N. Narasimhan, and V. Vasudevan. Using location for personalized poi recommendations in mobile environments. In SAINT, pages 124-129, 2006.
-
(2006)
SAINT
, pp. 124-129
-
-
Horozov, T.1
Narasimhan, N.2
Vasudevan, V.3
-
11
-
-
32344441911
-
A maximum entropy web recommendation system: Combining collaborative and content features
-
X. Jin, Y. Zhou, and B. Mobasher. A maximum entropy web recommendation system: combining collaborative and content features. In KDD, pages 612-617, 2005.
-
(2005)
KDD
, pp. 612-617
-
-
Jin, X.1
Zhou, Y.2
Mobasher, B.3
-
12
-
-
33747873320
-
A new approach for combining content-based and collaborative filters
-
B. M. Kim, Q. Li, C. S. Park, S. G. Kim, and J. Y. Kim. A new approach for combining content-based and collaborative filters. J. Intell. Inf. Syst., 27(1):79-91, 2006.
-
(2006)
J. Intell. Inf. Syst.
, vol.27
, Issue.1
, pp. 79-91
-
-
Kim, B.M.1
Li, Q.2
Park, C.S.3
Kim, S.G.4
Kim, J.Y.5
-
13
-
-
65449121157
-
Factorization meets the neighborhood: A multifaceted collaborative filtering, model
-
Y. Koren. Factorization meets the neighborhood: A multifaceted collaborative filtering model. In KDD, pages 426-434, 2008.
-
(2008)
KDD
, pp. 426-434
-
-
Koren, Y.1
-
14
-
-
84864272135
-
Lars: A location-Aware recommender system
-
J. J. Levandoski, M. Sarwat, A. Eldawy, and M. F. Mokbel. Lars: A location-Aware recommender system. In ICDE, pages 450-461, 2012.
-
(2012)
ICDE
, pp. 450-461
-
-
Levandoski, J.J.1
Sarwat, M.2
Eldawy, A.3
Mokbel, M.F.4
-
15
-
-
0037252945
-
Amazon.com recommendations: Item-To-item collaborative filtering
-
G. Linden, B. Smith, and J. York. Amazon.com recommendations: Item-To-item collaborative filtering. IEEE Internet Computing, 7(1):76-80, 2003.
-
(2003)
IEEE Internet Computing
, vol.7
, Issue.1
, pp. 76-80
-
-
Linden, G.1
Smith, B.2
York, J.3
-
16
-
-
84866035611
-
Event-based social networks: Linking the online and offline social worlds
-
X. Liu, Q. He, Y. Tian, W.-C. Lee, J. McPherson, and J. Han. Event-based social networks: linking the online and offline social worlds. In KDD, pages 1032-1040, 2012.
-
(2012)
KDD
, pp. 1032-1040
-
-
Liu, X.1
He, Q.2
Tian, Y.3
Lee, W.-C.4
McPherson, J.5
Han, J.6
-
17
-
-
70350649119
-
Wherenext: A location predictor on trajectory pattern mining
-
A. Monreale, F. Pinelli, R. Trasarti, and F. Giannotti. Wherenext: A location predictor on trajectory pattern mining. In KDD, pages 637-646, 2009.
-
(2009)
KDD
, pp. 637-646
-
-
Monreale, A.1
Pinelli, F.2
Trasarti, R.3
Giannotti, F.4
-
18
-
-
84860522688
-
Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments
-
A. Popescul, D. M. Pennock, and S. Lawrence. Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments. In UAI, pages 437-444, 2001.
-
(2001)
UAI
, pp. 437-444
-
-
Popescul, A.1
Pennock, D.M.2
Lawrence, S.3
-
19
-
-
84863614151
-
Factorization machines with libFM
-
22, May 2012
-
S. Rendle. Factorization machines with libFM. ACM Trans. Intell. Syst. Technol., 3(3):57:1-57:22, May 2012.
-
ACM Trans. Intell. Syst. Technol
, vol.3
, Issue.3-57
, pp. 1-57
-
-
Rendle, S.1
-
20
-
-
77955202099
-
-
Springer-Verlag New York, Inc
-
F. Ricci, L. Rokach, B. Shapira, and P. B. Kantor. Recommender Systems Handbook. Springer-Verlag New York, Inc., 2010.
-
(2010)
Recommender Systems Handbook
-
-
Ricci, F.1
Rokach, L.2
Shapira, B.3
Kantor, P.B.4
-
21
-
-
85052617391
-
Item-based collaborative filtering recommendation algorithms
-
B. Sarwar, G. Karypis, J. Konstan, and J. Riedl. Item-based collaborative filtering recommendation algorithms. In WWW, pages 285-295, 2001.
-
(2001)
WWW
, pp. 285-295
-
-
Sarwar, B.1
Karypis, G.2
Konstan, J.3
Riedl, J.4
-
22
-
-
85124442007
-
Socio-spatial properties of online location-based social networks
-
S. Scellato, A. Noulas, R. Lambiotte, and C. Mascolo. Socio-spatial properties of online location-based social networks. In ICWSM, 2011.
-
(2011)
ICWSM
-
-
Scellato, S.1
Noulas, A.2
Lambiotte, R.3
Mascolo, C.4
-
23
-
-
80052653727
-
Exploiting place features in link prediction on location-based social networks
-
S. Scellato, A. Noulas, and C. Mascolo. Exploiting place features in link prediction on location-based social networks. In KDD, pages 1046-1054, 2011.
-
(2011)
KDD
, pp. 1046-1054
-
-
Scellato, S.1
Noulas, A.2
Mascolo, C.3
-
24
-
-
33750053541
-
Cityvoyager: An outdoor recommendation system based on user location history
-
Y. Takeuchi and M. Sugimoto. Cityvoyager: An outdoor recommendation system based on user location history. In UIC, pages 625-636, 2006.
-
(2006)
UIC
, pp. 625-636
-
-
Takeuchi, Y.1
Sugimoto, M.2
-
25
-
-
84866020834
-
Cross-domain collaboration recommendation
-
J. Tang, S. Wu, J. Sun, and H. Su. Cross-domain collaboration recommendation. In KDD, pages 1285-1293, 2012.
-
(2012)
KDD
, pp. 1285-1293
-
-
Tang, J.1
Wu, S.2
Sun, J.3
Su, H.4
-
26
-
-
65449166085
-
Arnetminer: Extraction and mining of academic social networks
-
J. Tang, J. Zhang, L. Yao, J. Li, L. Zhang, and Z. Su. Arnetminer: Extraction and mining of academic social networks. In KDD, pages 990-998, 2008.
-
(2008)
KDD
, pp. 990-998
-
-
Tang, J.1
Zhang, J.2
Yao, L.3
Li, J.4
Zhang, L.5
Su, Z.6
-
27
-
-
79955116999
-
Hyper-local, directions-based ranking of places
-
P. Venetis, H. Gonzalez, C. S. Jensen, and A. Halevy. Hyper-local, directions-based ranking of places. Proc. VLDB Endow., 4(5):290-301, 2011.
-
(2011)
Proc. VLDB Endow
, vol.4
, Issue.5
, pp. 290-301
-
-
Venetis, P.1
Gonzalez, H.2
Jensen, C.S.3
Halevy, A.4
-
28
-
-
80052648601
-
Human mobility, social ties, and link prediction
-
D. Wang, D. Pedreschi, C. Song, F. Giannotti, and A.-L. Barabasi. Human mobility, social ties, and link prediction. In KDD, pages 1100-1108, 2011.
-
(2011)
KDD
, pp. 1100-1108
-
-
Wang, D.1
Pedreschi, D.2
Song, C.3
Giannotti, F.4
Barabasi, A.-L.5
-
29
-
-
82555183082
-
A model for proactivity in mobile, context-Aware recommender systems
-
W. Woerndl, J. Huebner, R. Bader, and D. Gallego-Vico. A model for proactivity in mobile, context-Aware recommender systems. In RecSys, pages 273-276, 2011.
-
(2011)
RecSys
, pp. 273-276
-
-
Woerndl, W.1
Huebner, J.2
Bader, R.3
Gallego-Vico, D.4
-
30
-
-
78650589837
-
Location recommendation for location-based social networks
-
M. Ye, P. Yin, and W.-C. Lee. Location recommendation for location-based social networks. In GIS, pages 458-461, 2010.
-
(2010)
GIS
, pp. 458-461
-
-
Ye, M.1
Yin, P.2
Lee, W.-C.3
-
31
-
-
80052134524
-
Exploiting geographical influence for collaborative point-of-interest recommendation
-
M. Ye, P. Yin, W.-C. Lee, and D.-L. Lee. Exploiting geographical influence for collaborative point-of-interest recommendation. In SIGIR, pages 325-334, 2011.
-
(2011)
SIGIR
, pp. 325-334
-
-
Ye, M.1
Yin, P.2
Lee, W.-C.3
Lee, D.-L.4
-
32
-
-
84863735354
-
Challenging the long tail recommendation
-
H. Yin, B. Cui, J. Li, J. Yao, and C. Chen. Challenging the long tail recommendation. Proc. VLDB Endow., 5(9):896-907, 2012.
-
(2012)
Proc. VLDB Endow.
, vol.5
, Issue.9
, pp. 896-907
-
-
Yin, H.1
Cui, B.2
Li, J.3
Yao, J.4
Chen, C.5
-
33
-
-
77954577189
-
Collaborative location and activity recommendations with GPS history data
-
V. W. Zheng, Y. Zheng, X. Xie, and Q. Yang. Collaborative location and activity recommendations with gps history data. In WWW, pages 1029-1038, 2010.
-
(2010)
WWW
, pp. 1029-1038
-
-
Zheng, V.W.1
Zheng, Y.2
Xie, X.3
Yang, Q.4
|