Temporal collaborative filtering with adaptive neighbourhoods

Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009

Volumn , Issue , 2009, Pages 796-797

  Lathia, Neal ^a   Hailes, Stephen ^a   Capra, Licia ^a  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Temporal collaborative filtering

Indexed keywords

COLLABORATIVE FILTERING; DATA SETS; DYNAMIC NATURE; GLOBAL PARAMETERS; MEAN ERRORS; NEIGHBOURHOOD; PARAMETER SELECTION; PREDICTION ACCURACY; PREDICTION METHODS; PREDICTION PROBLEM; RECOMMENDER SYSTEMS; SYSTEM ADMINISTRATORS; TEMPORAL ANALYSIS; TEMPORAL SCALE; TIME-DEPENDENT; USER RATING;

INFORMATION RETRIEVAL; INFORMATION SERVICES;

SIGNAL FILTERING AND PREDICTION;

EID: 72449185214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1571941.1572133     Document Type: Conference Paper

References (4)

1. J. Herlocker, J. Konstan, L. Terveen, and J. Riedl. Evaluating Collaborative Filtering Recommender Systems. ACM TOIS, 22(1):5-53, 2004.
2. nd Netflix-KDD Workshop, 2008.
3. R. Bell and Y. Koren. Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights. In IEEE ICDM. IEEE, 2007.
4. N. Lathia, S. Hailes, and L. Capra. Temporal Collaborative Filtering With Adaptive Neighbourhoods (Extended Version). In Research Note RN/09/03, Dept. of Computer Science, University College London, London, UK, April 2009.