Real-time recommendation of diverse related articles

WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web

Volumn , Issue , 2013, Pages 1-11

  Abbar, Sofiane ^a   Amer Yahia, Sihem ^b   Indyk, Piotr ^c   Mahabadi, Sepideh ^c  

^a QATAR COMPUTING RESEARCH INSTITUTE   (Qatar)

^b CNRS   (France)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Diversity; Recommender system; Social media

Indexed keywords

RECOMMENDER SYSTEMS;

CONTENT-BASED; DIVERSITY; DIVERSITY MEASURE; NEAREST NEIGHBOR ALGORITHM; NEWS ARTICLES; PERFORMANCE EXPERIMENT; SOCIAL MEDIA; USER-GENERATED CONTENT;

WORLD WIDE WEB;

EID: 84893100689     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2488388.2488390     Document Type: Conference Paper

References (18)

1. S. Abbar, S. Amer-Yahia, P. Indyk, S. Mahabadi, and K. Varadajaran. K-diverse near neighbor problem, to be submitted.
2. G. Adomavicius and Y. Kwon. Improving aggregate recommendation diversity using ranking-based techniques. Knowledge and Data Engineering, IEEE Transactions on, PP(99):1, 2011.
3. R. Agrawal, S. Gollapudi, A. Halverson, and S. Ieong. Diversifying search results. In Proceedings of the Second ACM International Conference on Web Search and Data Mining, WSDM '09, pages 5-14, New York, NY, USA, 2009. ACM.
4. S. Amer-Yahia, S. Anjum, A. Ghenai, A. Siddique, S. Abbar, S. Madden, A. Marcus, and M. El-Haddad. Maqsa: a system for social analytics on news. In SIGMOD Conference, pages 653-656, 2012.
5. A. Andoni and P. Indyk. Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions. Commun. ACM, 51(1):117-122, Jan. 2008.
6. A. Angel and N. Koudas. Efficient diversity-aware search. In Proceedings of the 2011 international conference on Management of data, SIGMOD '11, pages 781-792, New York, NY, USA, 2011. ACM.
7. A. Z. Broder, M. Charikar, A. M. Frieze, and M. Mitzenmacher. Min-wise independent permutations (extended abstract). In Proceedings of the thirtieth annual ACM symposium on Theory of computing, STOC '98, pages 327-336, New York, NY, USA, 1998. ACM.
8. J. Carbonell and J. Goldstein. The use of mmr, diversity-based reranking for reordering documents and producing summaries. In Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR '98, pages 335-336, New York, NY, USA, 1998. ACM.
9. M. D. Choudhury, M. Feldman, S. Amer-Yahia, N. Golbandi, R. Lempel, and C. Yu. Automatic construction of travel itineraries using social breadcrumbs. In HT, pages 35-44, 2010.
10. T. F. Gonzalez. Clustering to minimize the maximum intercluster distance. Theor. Comput. Sci., 38:293-306, 1985.
11. P. Indyk and R. Motwani. Approximate nearest neighbors: towards removing the curse of dimensionality. In Proceedings of the thirtieth annual ACM symposium on Theory of computing, STOC '98, pages 604-613, New York, NY, USA, 1998. ACM.
12. A. Jain, P. Sarda, and J. R. Haritsa. Providing diversity in k-nearest neighbor query results. In PAKDD, pages 404-413, 2004.
13. S. Ravi, D. Rosenkrantz, and G. Tayi. Facility dispersion problems: Heuristics and special cases. Algorithms and Data Structures, pages 355-366, 1991.
14. M. J. Welch, J. Cho, and C. Olston. Search result diversity for informational queries. In Proceedings of the 20th international conference on World wide web, WWW '11, pages 237-246, New York, NY, USA, 2011. ACM.
15. C. Yu, L. Lakshmanan, and S. Amer-Yahia. It takes variety to make a world: diversification in recommender systems. In Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, EDBT '09, pages 368-378, New York, NY, USA, 2009. ACM.
16. C. Yu, L. V. S. Lakshmanan, and S. Amer-Yahia. Recommendation diversification using explanations. In ICDE, pages 1299-1302, 2009.
17. M. Zhang and N. Hurley. Avoiding monotony: improving the diversity of recommendation lists. In Proceedings of the 2008 ACM conference on Recommender systems, RecSys '08, pages 123-130, New York, NY, USA, 2008. ACM.
18. C.-N. Ziegler, S. M. McNee, J. A. Konstan, and G. Lausen. Improving recommendation lists through topic diversification. In Proceedings of the 14th international conference on World Wide Web, WWW '05, pages 22-32, New York, NY, USA, 2005. ACM.