A Social Network-based serendipity recommender system

2011 International Symposium on Intelligent Signal Processing and Communications Systems: "The Decade of Intelligent and Green Signal Processing and Communications", ISPACS 2011

Volumn , Issue , 2011, Pages

  Chiu, Yu Shian ^a   Lin, Kuei Hong ^a   Chen, Jia Sin ^a  

^a INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE   (Taiwan)

Author keywords

recommender system; serendipity; social network

Indexed keywords

AMOUNT OF INFORMATION; DATA MINING TECHNIQUES; HUMAN BEING; INFORMATION SOURCES; NETWORK-BASED; SERENDIPITY; SOCIAL NETWORKS;

COMMUNICATION SYSTEMS; SIGNAL PROCESSING; SOCIAL NETWORKING (ONLINE);

RECOMMENDER SYSTEMS;

EID: 84863178480     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISPACS.2011.6146073     Document Type: Conference Paper

References (6)

1. 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, Vol. 17, Issue 6, pp. 734-749, 2005.
2. Therlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T., "Evaluating collaborative filtering recommender systems," ACM Transactions on InforlrUltion Systems, Vol. 22, Issue 1, pp. 5-53, 2004.
3. J. R. Sean M. McNee and J. A. Konstan. "Accurate is not always good: How accuracy metrics have hurt recommender systems," In extended abstracts on HUlrUln factors in computing systems, pp. 1097-1101,2006.
4. A. Foster and N. Ford, "Serendipity and information seeking: an empirical study," Journal of Documentation, 59(3), pp. 321-340, 2003.
5. L. Iaquinta, M. de Gemmis, P. Lops, G. Semeraro, M. Filannino and P. Molino, "Introducing Serendipity in a Content-based Recommender System," 2008 Eighth International Conference on Hybrid Intelligent Systems, pp. 168-173,2008.
6. M. Ge, Carla D.-Battenfeld, and D. Jannach., "Beyond accuracy: evaluating recommender systems by coverage and serendipity," In Proceedings of the fourth ACM conference on Recommender systems, pp. 257-260,2010.