-
1
-
-
32644464870
-
Personalization technologies: A process-oriented perspective. Commun
-
Adomavicius, G., Tuzhilin, A.: Personalization technologies: a process-oriented perspective. Commun. ACM 48(10), 83–90 (2005)
-
(2005)
ACM
, vol.48
, Issue.10
, pp. 83-90
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
2
-
-
20844435854
-
Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
-
Adomavicius, G., 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 17(6), 734–749 (2005)
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.17
, Issue.6
, pp. 734-749
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
3
-
-
84889593981
-
Mining large streams of user data for personalized recommendations. SIGKDD Explor
-
Amatriain, X.: Mining large streams of user data for personalized recommendations. SIGKDD Explor. Newsl. 14(2), 37–48 (2013)
-
(2013)
Newsl
, vol.14
, Issue.2
, pp. 37-48
-
-
Amatriain, X.1
-
4
-
-
68549090812
-
Improving social recommender systems
-
Arazy, O., Kumar, N., Shapira, B.: Improving social recommender systems. IT Professional 11(4), 38–44 (2009)
-
(2009)
IT Professional
, vol.11
, Issue.4
, pp. 38-44
-
-
Arazy, O.1
Kumar, N.2
Shapira, B.3
-
5
-
-
84857671765
-
An acceptance model of recommender systems based on a large-scale internet survey
-
Asoh, H., Ono, C., Habu, Y., Takasaki, H., Takenaka, T., Motomura, Y.: An acceptance model of recommender systems based on a large-scale internet survey. In: Advances in User Modeling - UMAP 2011 Workshops, Girona, Spain, July 11–15, 2011, Revised Selected Papers, pp. 410–414 (2011)
-
(2011)
Advances in User Modeling - UMAP 2011 Workshops, Girona, Spain, July 11–15, 2011, Revised Selected Papers
, pp. 410-414
-
-
Asoh, H.1
Ono, C.2
Habu, Y.3
Takasaki, H.4
Takenaka, T.5
Motomura, Y.6
-
7
-
-
0031103679
-
Content-based, collaborative recommendation
-
Balabanovic, M., Shoham, Y.: Content-based, collaborative recommendation. Communication of ACM 40(3), 66–72 (1997)
-
(1997)
Communication of ACM
, vol.40
, Issue.3
, pp. 66-72
-
-
Balabanovic, M.1
Shoham, Y.2
-
8
-
-
84894282692
-
Experimental evaluation of context-dependent collaborative filtering using item splitting. User Model. User-Adapt
-
Baltrunas, L., Ricci, F.: Experimental evaluation of context-dependent collaborative filtering using item splitting. User Model. User-Adapt. Interact. 24(1–2), 7–34 (2014)
-
(2014)
Interact
, vol.24
, Issue.12
, pp. 7-34
-
-
Baltrunas, L.1
Ricci, F.2
-
9
-
-
58149232280
-
Recommender system from personal social networks
-
Ben-Shimon, D., Tsikinovsky, A., Rokach, L., Meisels, A., Shani, G., Naamani, L.: Recommender system from personal social networks. In: K.Wegrzyn-Wolska, P.S. Szczepaniak (eds.) AWIC, Advances in Soft Computing, vol. 43, 47–55. Springer (2007)
-
(2007)
K.Wegrzyn-Wolska, P.S. Szczepaniak (Eds.) AWIC, Advances in Soft Computing
, vol.43
, pp. 47-55
-
-
Ben-Shimon, D.1
Tsikinovsky, A.2
Rokach, L.3
Meisels, A.4
Shani, G.5
Naamani, L.6
-
10
-
-
45049087177
-
Mediation of user models for enhanced personalization in recommender systems
-
Berkovsky, S., Kuflik, T., Ricci, F.: Mediation of user models for enhanced personalization in recommender systems. User Modeling and User-Adapted Interaction 18(3), 245–286 (2008)
-
(2008)
User Modeling and User-Adapted Interaction
, vol.18
, Issue.3
, pp. 245-286
-
-
Berkovsky, S.1
Kuflik, T.2
Ricci, F.3
-
11
-
-
58849083191
-
Cross-representation mediation of user models
-
Berkovsky, S., Kuflik, T., Ricci, F.: Cross-representation mediation of user models. User Modeling and User-Adapted Interaction 19(1–2), 35–63 (2009)
-
(2009)
User Modeling and User-Adapted Interaction
, vol.19
, Issue.12
, pp. 35-63
-
-
Berkovsky, S.1
Kuflik, T.2
Ricci, F.3
-
13
-
-
84877575207
-
Recommender systems survey
-
Bobadilla, J., Ortega, F., Hernando, A., Gutierrez, A.: Recommender systems survey. Knowledge-Based Systems 46(0), 109–132 (2013)
-
(2013)
Knowledge-Based Systems
, vol.46
, pp. 109-132
-
-
Bobadilla, J.1
Ortega, F.2
Hernando, A.3
Gutierrez, A.4
-
14
-
-
84904341354
-
Intelligent tourism recommender systems: A survey
-
Borràs, J., Moreno, A., Valls, A.: Intelligent tourism recommender systems: A survey. Expert Systems with Applications 41(16), 7370–7389 (2014)
-
(2014)
Expert Systems with Applications
, vol.41
, Issue.16
, pp. 7370-7389
-
-
Borràs, J.1
Moreno, A.2
Valls, A.3
-
15
-
-
33646572223
-
Case-based recommender systems
-
Bridge, D., Göker, M., McGinty, L., Smyth, B.: Case-based recommender systems. The Knowledge Engineering review 20(3), 315–320 (2006)
-
(2006)
The Knowledge Engineering Review
, vol.20
, Issue.3
, pp. 315-320
-
-
Bridge, D.1
Göker, M.2
McGinty, L.3
Smyth, B.4
-
17
-
-
38549172042
-
Hybrid web recommender systems
-
Springer Berlin /Heidelberg
-
Burke, R.: Hybrid web recommender systems. In: The Adaptive Web, 377–408. Springer Berlin /Heidelberg (2007)
-
(2007)
The Adaptive Web
, pp. 377-408
-
-
Burke, R.1
-
18
-
-
84983588773
-
Human decision making and recommender systems
-
Chen, L., de Gemmis, M., Felfernig, A., Lops, P., Ricci, F., Semeraro, G.: Human decision making and recommender systems. TiiS 3(3), 17 (2013)
-
(2013)
Tiis
, vol.3
, Issue.3
, pp. 17
-
-
Chen, L.1
De Gemmis, M.2
Felfernig, A.3
Lops, P.4
Ricci, F.5
Semeraro, G.6
-
19
-
-
84858701909
-
Critiquing-based recommenders: Survey and emerging trends. User Model. User-Adapt
-
Chen, L., Pu, P.: Critiquing-based recommenders: survey and emerging trends. User Model. User-Adapt. Interact. 22(1–2), 125–150 (2012)
-
(2012)
Interact
, vol.22
, Issue.12
, pp. 125-150
-
-
Chen, L.1
Pu, P.2
-
20
-
-
0037699443
-
Is seeing believing? How recommender system interfaces affect users’ opinions
-
Fort Lauderdale, FL
-
Cosley, D., Lam, S.K., Albert, I., Konstant, J.A., Riedl, J.: Is seeing believing? how recommender system interfaces affect users’ opinions. In: In Proceedings of the CHI 2003 Conference on Human factors in Computing Systems, 585–592. Fort Lauderdale, FL (2003)
-
(2003)
In Proceedings of the CHI 2003 Conference on Human Factors in Computing Systems
, pp. 585-592
-
-
Cosley, D.1
Lam, S.K.2
Albert, I.3
Konstant, J.A.4
Riedl, J.5
-
21
-
-
84908878885
-
User perception of differences in recommender algorithms
-
Ekstrand, M.D., Harper, F.M., Willemsen, M.C., Konstan, J.A.: User perception of differences in recommender algorithms. In: Eighth ACM Conference on Recommender Systems, RecSys ’14, Foster City, Silicon Valley, CA, USA - October 06 - 10, 2014,. 161–168 (2014)
-
(2014)
Eighth ACM Conference on Recommender Systems, Recsys ’14, Foster City, Silicon Valley, CA, USA - October 06 - 10, 2014
, pp. 161-168
-
-
Ekstrand, M.D.1
Harper, F.M.2
Willemsen, M.C.3
Konstan, J.A.4
-
23
-
-
33745922868
-
Generating predictive movie recommendations from trust in social networks
-
Golbeck, J.: Generating predictive movie recommendations from trust in social networks. In: Trust Management, 4th International Conference, iTrust 2006, Pisa, Italy, May 16–19, 2006, Proceedings, pp. 93–104 (2006)
-
(2006)
Trust Management, 4Th International Conference, Itrust 2006, Pisa, Italy, May 16–19, 2006, Proceedings, Pp. 93–104
-
-
Golbeck, J.1
-
24
-
-
84976668719
-
Using collaborative filtering to weave an information tapestry. Commun
-
Goldberg, D., Nichols, D., Oki, B.M., Terry, D.: Using collaborative filtering to weave an information tapestry. Commun. ACM 35(12), 61–70 (1992)
-
(1992)
ACM
, vol.35
, Issue.12
, pp. 61-70
-
-
Goldberg, D.1
Nichols, D.2
Oki, B.M.3
Terry, D.4
-
25
-
-
0034446870
-
Explaining collaborative filtering recommendations
-
Herlocker, J., Konstan, J., Riedl, J.: Explaining collaborative filtering recommendations. In: In proceedings of ACM 2000 Conference on Computer Supported Cooperative Work, pp. 241–250 (2000)
-
(2000)
In Proceedings of ACM 2000 Conference on Computer Supported Cooperative Work, Pp. 241–250
-
-
Herlocker, J.1
Konstan, J.2
Riedl, J.3
-
26
-
-
3042697346
-
Evaluating collaborative filtering recommender systems
-
Herlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T.: Evaluating collaborative filtering recommender systems. ACM Transaction on Information Systems 22(1), 5–53 (2004)
-
(2004)
ACM Transaction on Information Systems
, vol.22
, Issue.1
, pp. 5-53
-
-
Herlocker, J.L.1
Konstan, J.A.2
Terveen, L.G.3
Riedl, J.T.4
-
27
-
-
84923938582
-
-
Recommender Systems: An Introduction. Cambridge University Press
-
Jannach, D., Zanker, M., Felfernig, A., Friedrich, G.: Recommender Systems: An Introduction. Cambridge University Press (2010)
-
(2010)
Zanker, M., Felfernig, A., Friedrich, G
-
-
Jannach, D.1
-
28
-
-
84861013270
-
Contextual music information retrieval and recommendation: State of the art and challenges
-
Kaminskas, M., Ricci, F.: Contextual music information retrieval and recommendation: State of the art and challenges. Computer Science Review 6(2–3), 89–119 (2012)
-
(2012)
Computer Science Review
, vol.6
, Issue.2-3
, pp. 89-119
-
-
Kaminskas, M.1
Ricci, F.2
-
29
-
-
84866024894
-
Explaining the user experience of recommender systems
-
Knijnenburg, B.P., Willemsen, M.C., Gantner, Z., Soncu, H., Newell, C.: Explaining the user experience of recommender systems. User Modeling and User-Adapted Interaction 22(4–5), 441–504 (2012). DOI 10.1007/s11257-011-9118-4
-
(2012)
User Modeling and User-Adapted Interaction
, vol.22
, Issue.4-5
, pp. 441-504
-
-
Knijnenburg, B.P.1
Willemsen, M.C.2
Gantner, Z.3
Soncu, H.4
Newell, C.5
-
31
-
-
85008044987
-
Matrix factorization techniques for recommender systems
-
Koren, Y., Bell, R.M., Volinsky, C.: Matrix factorization techniques for recommender systems. IEEE Computer 42(8), 30–37 (2009)
-
(2009)
IEEE Computer
, vol.42
, Issue.8
, pp. 30-37
-
-
Koren, Y.1
Bell, R.M.2
Volinsky, C.3
-
32
-
-
0037252945
-
Amazon.Com recommendations: Item-to-item collaborative filtering
-
Linden, G., Smith, B., York, J.: 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
-
33
-
-
80052881372
-
Content-based recommender systems: State of the art and trends
-
F. Ricci, L. Rokach, B. Shapira, P.B. Kantor (eds.), Springer Verlag
-
Lops, P., de Gemmis, M., Semeraro, G.: Content-based recommender systems: State of the art and trends. In: F. Ricci, L. Rokach, B. Shapira, P.B. Kantor (eds.) Recommender Systems Handbook, 73–105. Springer Verlag (2011)
-
(2011)
Recommender Systems Handbook
, pp. 73-105
-
-
Lops, P.1
De Gemmis, M.2
Semeraro, G.3
-
34
-
-
84866757975
-
Recommender systems
-
Lu, L., Medo, M., Yeung, C.H., Zhang, Y.C., Zhang, Z.K., Zhou, T.: Recommender systems. Physics Reports 519(1), 1–49 (2012)
-
(2012)
Physics Reports
, vol.519
, Issue.1
, pp. 1-49
-
-
Lu, L.1
Medo, M.2
Yeung, C.H.3
Zhang, Y.C.4
Zhang, Z.K.5
Zhou, T.6
-
35
-
-
70450169670
-
Improving recommender systems with adaptive conversational strategies
-
C. Cattuto, G. Ruffo, F. Menczer (eds.), ACM
-
Mahmood, T., Ricci, F.: Improving recommender systems with adaptive conversational strategies. In: C. Cattuto, G. Ruffo, F. Menczer (eds.) Hypertext, 73–82. ACM (2009)
-
(2009)
Hypertext
, pp. 73-82
-
-
Mahmood, T.1
Ricci, F.2
-
36
-
-
77958607189
-
Improving recommendation effectiveness by adapting the dialogue strategy in online travel planning
-
Mahmood, T., Ricci, F., Venturini, A.: Improving recommendation effectiveness by adapting the dialogue strategy in online travel planning. International Journal of Information Technology and Tourism 11(4), 285–302 (2009)
-
(2009)
International Journal of Information Technology and Tourism
, vol.11
, Issue.4
, pp. 285-302
-
-
Mahmood, T.1
Ricci, F.2
Venturini, A.3
-
37
-
-
84861014898
-
The million song dataset challenge
-
ACM, New York, NY, USA
-
McFee, B., Bertin-Mahieux, T., Ellis, D.P., Lanckriet, G.R.: The million song dataset challenge. In: Proceedings of the 21st International Conference Companion on World Wide Web, WWW ’12 Companion, 909–916. ACM, New York, NY, USA (2012)
-
(2012)
Proceedings of the 21St International Conference Companion on World Wide Web, WWW ’12 Companion
, pp. 909-916
-
-
McFee, B.1
Bertin-Mahieux, T.2
Ellis, D.P.3
Lanckriet, G.R.4
-
38
-
-
84869147060
-
Being accurate is not enough: How accuracy metrics have hurt recommender systems
-
ACM Press, New York, NY, USA
-
McNee, S.M., Riedl, J., Konstan, J.A.: Being accurate is not enough: how accuracy metrics have hurt recommender systems. In: CHI ’06: CHI ’06 extended abstracts on Human factors in computing systems, 1097–1101. ACM Press, New York, NY, USA (2006)
-
(2006)
CHI ’06: CHI ’06 Extended Abstracts on Human Factors in Computing Systems
, pp. 1097-1101
-
-
McNee, S.M.1
Riedl, J.2
Konstan, J.A.3
-
39
-
-
0344519548
-
A taxonomy of recommender agents on the internet
-
Montaner, M., López, B., de la Rosa, J.L.: A taxonomy of recommender agents on the internet. Artificial Intelligence Review 19(4), 285–330 (2003)
-
(2003)
Artificial Intelligence Review
, vol.19
, Issue.4
, pp. 285-330
-
-
Montaner, M.1
López, B.2
De La Rosa, J.L.3
-
40
-
-
84862777391
-
A literature review and classification of recommender systems research
-
Park, D.H., Kim, H.K., Choi, I.Y., Kim, J.K.: A literature review and classification of recommender systems research. Expert Systems with Applications 39(11), 10,059–10,072 (2012)
-
(2012)
Expert Systems with Applications 39(11), 10,059–10
, pp. 072
-
-
Park, D.H.1
Kim, H.K.2
Choi, I.Y.3
Kim, J.K.4
-
41
-
-
85030174634
-
Grouplens: An open architecture for collaborative filtering of netnews
-
Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., Riedl, J.: Grouplens: An open architecture for collaborative filtering of netnews. In: Proceedings ACM Conference on Computer- Supported Cooperative Work,. 175–186 (1994)
-
(1994)
Proceedings 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
-
43
-
-
34250319958
-
Travel recommender systems
-
Ricci, F.: Travel recommender systems. IEEE Intelligent Systems 17(6), 55–57 (2002)
-
(2002)
IEEE Intelligent Systems
, vol.17
, Issue.6
, pp. 55-57
-
-
Ricci, F.1
-
45
-
-
36248929646
-
Case-based travel recommendations
-
Ricci, F., Cavada, D., Mirzadeh, N., Venturini, A.: Case-based travel recommendations. In: D.R. Fesenmaier, K. Woeber, H. Werthner (eds.) Destination Recommendation Systems: Behavioural Foundations and Applications, pp. 67–93. CABI (2006)
-
(2006)
D.R. Fesenmaier, K. Woeber, H. Werthner (Eds.) Destination Recommendation Systems: Behavioural Foundations and Applications, Pp. 67–93. CABI
-
-
Ricci, F.1
Cavada, D.2
Mirzadeh, N.3
Venturini, A.4
-
46
-
-
85025675028
-
Recommendation Systems in Software Engineering
-
Robillard, M.P., Maalej, W., Walker, R.J., Zimmermann, T. (eds.): Recommendation Systems in Software Engineering. Springer (2014)
-
(2014)
Springer
-
-
Robillard, M.P.1
Maalej, W.2
Walker, R.J.3
Zimmermann, T.4
-
47
-
-
34249990939
-
Collaborative filtering recommender systems
-
Schafer, J.B., Frankowski, D., Herlocker, J., Sen, S.: Collaborative filtering recommender systems. In: The Adaptive Web, pp. 291–324. Springer Berlin /Heidelberg (2007)
-
(2007)
The Adaptive Web, Pp. 291–324. Springer Berlin /Heidelberg
-
-
Schafer, J.B.1
Frankowski, D.2
Herlocker, J.3
Sen, S.4
-
48
-
-
23044524651
-
E-commerce recommendation applications
-
Schafer, J.B., Konstan, J.A., Riedl, J.: E-commerce recommendation applications. DataMining and Knowledge Discovery 5(1/2), 115–153 (2001)
-
(2001)
Datamining and Knowledge Discovery
, vol.5
, Issue.12
, pp. 115-153
-
-
Schafer, J.B.1
Konstan, J.A.2
Riedl, J.3
-
49
-
-
85032556852
-
The Paradox of Choice. ECCO
-
Schwartz, B.: The Paradox of Choice. ECCO, New York (2004)
-
(2004)
New York
-
-
Schwartz, B.1
-
50
-
-
33644605896
-
Beyond personalization: The next stage of recommender systems research
-
van Setten, M., McNee, S.M., Konstan, J.A.: Beyond personalization: the next stage of recommender systems research. In: R.S. Amant, J. Riedl, A. Jameson (eds.) IUI, p. 8. ACM (2005)
-
(2005)
R.S. Amant, J. Riedl, A. Jameson (Eds.) IUI, P. 8. ACM
-
-
Van Setten, M.1
McNee, S.M.2
Konstan, J.A.3
-
53
-
-
84956727487
-
Beyond algorithms: An HCI perspective on recommender systems
-
J.L. Herlocker (ed.), ACM SIGIRWorkshop. New Orleans, LA - USA
-
Swearingen, K., Sinha, R.: Beyond algorithms: An HCI perspective on recommender systems. In: J.L. Herlocker (ed.) Recommender Systems, papers from the 2001 ACM SIGIRWorkshop. New Orleans, LA - USA (2001)
-
(2001)
Recommender Systems, Papers from The
, pp. 2001
-
-
Swearingen, K.1
Sinha, R.2
-
54
-
-
42149177829
-
Usage-based web recommendations: A reinforcement learning approach
-
Taghipour, N., Kardan, A., Ghidary, S.S.: Usage-based web recommendations: a reinforcement learning approach. In: Proceedings of the 2007 ACM Conference on Recommender Systems, RecSys 2007, Minneapolis, MN, USA, October 19–20, 2007, pp. 113–120 (2007)
-
(2007)
Proceedings of the 2007 ACM Conference on Recommender Systems, Recsys 2007, Minneapolis, MN, USA, October 19–20, 2007, Pp. 113–120
-
-
Taghipour, N.1
Kardan, A.2
Ghidary, S.S.3
-
55
-
-
84856336791
-
Datasetdriven research for improving recommender systems for learning
-
ACM, New York, NY, USA
-
Verbert, K., Drachsler, H., Manouselis, N., Wolpers, M., Vuorikari, R., Duval, E.: Datasetdriven research for improving recommender systems for learning. In: Proceedings of the 1st International Conference on Learning Analytics and Knowledge, LAK ’11, pp. 44–53. ACM, New York, NY, USA (2011)
-
(2011)
Proceedings of the 1St International Conference on Learning Analytics and Knowledge, LAK ’11
, pp. 44-53
-
-
Verbert, K.1
Drachsler, H.2
Manouselis, N.3
Wolpers, M.4
Vuorikari, R.5
Duval, E.6
|