Exploiting contextual information from event logs for personalized recommendation

Studies in Computational Intelligence

Volumn 317, Issue , 2010, Pages 121-139

  Lee, Dongjoo ^a   Park, Sung Eun ^a   Kahng, Minsuk ^a   Lee, Sangkeun ^a   Lee, Sang Goo ^a  

^a Seoul National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77957297754     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-15405-8_11     Document Type: Conference Paper

References (18)

1. Adomavicius, G., Sankaranarayanan, R., Sen, S., Tuzhilin, A.: Incorporating contextual information in recommender systems using a multidimensional approach. ACM Trans. Inf. Syst. 23(1), 103-145 (2005) (Pubitemid 40245827)
2. Baltrunas, L.: Exploiting contextual information in recommender systems. In: RecSys 2008: Proceedings of the 2008 ACM conference on Recommender systems, pp. 295-298. ACM, New York (2008)
3. Baltrunas, L., Amatriain, X.: Towards Time-Dependant Recommendation based on Implicit Feedback. In: Proceedings of Workshop on Context-Aware Recommender Systems (CARS-2009) in conjunction with the 3rd ACM Conference on Recommender Systems (2009)
4. Bojadziev, G., Bojadziev, M.: Fuzzy Sets, Fuzzy Logic, Applications, pp. 113-140. World Scientific Publishing Co. Pte. Ltd., Singapore (1995)
5. Chen, A.: Context-aware collaborative filtering system: predicting the user's preferences in ubiquitous computing. In: CHI 2005: CHI 2005 extended abstracts on Human factors in computing systems, pp. 1110-1111. ACM, New York (2005) (Pubitemid 41313090)
6. Dey, A. K.: Understanding and using context. Personal Ubiquitous Comput. 5(1), 4-7 (2001)
7. Gemmell, J., Bell, G., Lueder, R.: MyLifeBits: a personal database for everything. Communications of the ACM 49(1), 95 (2006) (Pubitemid 43909161)
8. Herlocker, J., Konstan, J., Terveen, L., Riedl, J.: Evaluating collaborative filtering recommender systems. ACM Transactions on Information Systems (TOIS) 22(1), 53 (2004)
9. Hill, W., Stead, L., Rosenstein, M., Furnas, G.: Recommending and evaluating choices in a virtual community of use. In: CHI 1995: Proceedings of the SIGCHI conference on Human factors in computing systems, pp. 194-201. ACM Press/Addison-Wesley Publishing Co. (1995)
10. Lee, S., Gong, G., Lee, S. G.: Lifelogon: Log on to your lifelog ontology! In: Bernstein, A., Karger, D. R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, Springer, Heidelberg (2009)
11. Melucci, M., White, R.: Utilizing a geometry of context for enhanced implicit feedback. In: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, pp. 273-282. ACM, New York (2007)
12. Park, H. S., Yoo, J. O., Cho, S. B.: A context-aware music recommendation system using fuzzy bayesian networks with utility theory. In: Wang, L., Jiao, L., Shi, G., Li, X., Liu, J. (eds.) FSKD 2006. LNCS (LNAI), vol. 4223, ch. 121, pp. 970-979. Springer, Heidelberg (2006)
13. Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., Riedl, J.: Grouplens: an open architecture for collaborative filtering of netnews. In: CSCW 1994: Proceedings of the 1994 ACM conference on Computer supported cooperative work, pp. 175-186. ACM, New York (1994)
14. van Setten, M., Pokraev, S., Koolwaaij, J.: Context-aware recommendations in the mobile tourist application compass. In: De Bra, P. M. E., Nejdl, W. (eds.) AH 2004. LNCS, vol. 3137, pp. 235-244. Springer, Heidelberg (2004) (Pubitemid 39174238)
15. Shardanand, U., Maes, P.: Social information filtering: algorithms for automating "word of mouth". In: CHI 1995: Proceedings of the SIGCHI conference on Human factors in computing systems, pp. 210-217. ACM Press/Addison-Wesley Publishing Co. (1995)
16. Shin, D., Lee, J. W., Yeon, J., Lee, S. G.: Context-aware recommendation by aggregating user context. In: CEC 2009: Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, pp. 423-430. IEEE Computer Society, Los Alamitos (2009)
17. Weng, S. S., Lin, B., Chen, W. T.: Using contextual information and multidimensional approach for recommendation. Expert Syst. Appl. 36(2), 1268-1279 (2009)
18. Whorf, B. L.: Language, thought and reality: Selected writings of Benjamin Lee Whorf. MIT Press, Cambridge (1956)