Incorporating group recommendations to recommender systems: Alternatives and performance

Information Processing and Management

Volumn 49, Issue 4, 2013, Pages 895-901

  Ortega, F ^a   Bobadilla, J ^a   Hernando, A ^a   Gutierrez A ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

Collaborative filtering; Group recommendation; Recommender system

Indexed keywords

COLLABORATIVE FILTERING ALGORITHMS; COLLABORATIVE FILTERING RECOMMENDER SYSTEMS; GROUP RECOMMENDATIONS; SIMILARITY METRICS; SYSTEM ACCURACY;

RECOMMENDER SYSTEMS;

COLLABORATIVE FILTERING;

EID: 84875152128     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2013.02.003     Document Type: Article

References (17)

1. G. Adomavicius, and A. Tuzhilin 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 2005 734 749 (Pubitemid 40860454)
2. L. Ardissono, A. Goy, G. Petrone, M. Segnan, and P. Torasso INTRIGUE: Personalized recommendation of tourist attractions for desktop and handset devices Applied Artificial Intelligence 17 8-9 2003 687 714
3. Baltrunas, L.; Makcinskas, T.; & Ricci, F. (2010). Group recommendation with rank aggregation and collaborative filtering. RecSys (pp. 119-126).
4. Berkovsky, S.; & Freyne, J. (2010). Group-based recipe recommendations: Analysis of data aggregation strategies. RecSys (pp. 111-118).
5. J. Bobadilla, F. Ortega, and A. Hernando A collaborative filtering similarity measure based on singularities Information Processing and Management 48 2 2012 204 217
6. J. Bobadilla, F. Ortega, A. Hernando, and J. Bernal Generalization of recommender systems: Collaborative filtering extended to groups of users and restricted to groups of items Expert Systems with Applications 39 2012 172 186
7. J. Bobadilla, F. Serradilla, and J. Bernal A new collaborative filtering metric that improves the behavior of recommender Systems Knowledge-Based Systems 23 6 2010 520 528
8. Chao, D.; Balthrop, J.; & Forrest, S. (2005). Adaptive Radio: Achieving consensus using negative preferences. In International ACM SIGGROUP conference on supporting group, work (pp. 120-123).
9. I.A. Christensen, and S. Schiaffino Entertainment recommender Systems for Group of users Expert Systems with Applications 38 2011 14127 14135
10. I. García, L. Sebastia, and E. Onaindia On the design of individual and group recommender systems for tourism Expert Systems with Applications 38 2011 7683 7692
11. J.L. Herlocker, J.A. Konstan, J.T. Riedl, and L.G. Terveen Evaluating collaborative filtering recommender systems ACM Transactions on Information and Systems 22 1 2004 5 53
12. A. Jameson, and B. Smyth Recommendation to groups The Adaptive Web LNCS 4321 2007 596 627 (Pubitemid 351189212)
13. Q. Li, S.H. Myaeng, and B.M. Kim A probabilistic music recommender considering user opinions and audio features Information Processing and Management 43 2 2007 473 487 (Pubitemid 44646717)
14. M.P. O'Mahony, and B. Smyth A classification-based review recommender Knowledge-Based Systems 23 4 2010 323 329
15. J. Pazzani, and D. Billsus Content-based recommender systems The Adaptive Web: Methods and Strategies of Web Personalization, LNCS 4321 2007 291 324
16. Z. Yu, X. Zhou, Y. Hao, and J. Gu TV program recommendation for multiple viewers based on user profile merging User Modeling and User-Adapted Interaction 16 1 2006 63 82 (Pubitemid 44078585)
17. L. Yung-Ming, L. Tzu-Fong, and L. Cheng-Yang A social recommender mechanism for improving knowledge sharing in online forums Information Processing and Management 48 5 2012 978 994