High Order Profile Expansion to tackle the new user problem on recommender systems
Author:
Funder
Ministerio de Economía, Industria y Competitividad, Gobierno de España
Xunta de Galicia
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference26 articles.
1. Using collaborative filtering to weave an information Tapestry;D Goldberg;Communications of the ACM,1992
2. Evaluating collaborative filtering recommender systems;JL Herlocker;ACM Trans Inf Syst,2004
3. Sarumathi M, Singarani S, Thameemaa S, Umayal V, Archana S, Indira K, et al. Systematic approach for cold start issues in recommendations system. In: 2016 International Conference on Recent Trends in Information Technology (ICRTIT). IEEE; 2016. p. 1–7.
4. Schein AI, Popescul A, Ungar LH, Pennock DM. Methods and metrics for cold-start recommendations. In: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval. SIGIR’02. New York, NY, USA: ACM; 2002. p. 253–260.
5. Rashid AM, Albert I, Cosley D, Lam SK, McNee SM, Konstan JA, et al. Getting to Know You: Learning New User Preferences in Recommender Systems. In: Proceedings of the 7th International Conference on Intelligent User Interfaces. IUI’02. New York, NY, USA: ACM; 2002. p. 127–134. Available from: http://doi.acm.org/10.1145/502716.502737.
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