Personalized context-aware collaborative filtering based on neural network and slope one

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5738 LNCS, Issue , 2009, Pages 109-116

  Gao, Min ^a   Wu, Zhongfu ^a  

^a CHONGQING UNIVERSITY   (China)

Author keywords

Collaborative Filtering; Context; Neural Network; Personalization; Recommendation

Indexed keywords

BACK-PROPAGATION NEURAL NETWORKS; COLLABORATIVE FILTERING; CONTEXT; CONTEXT-AWARE; PERSONALIZATION; RECOMMENDATION; RECOMMENDER SYSTEMS;

BACKPROPAGATION; NEURAL NETWORKS; VISUALIZATION;

SIGNAL FILTERING AND PREDICTION;

EID: 70350424480     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04265-2_15     Document Type: Conference Paper

References (10)

1. Eirinaki, M., Vazirgiannis, M.: Web mining for web personalization. ACM Transactions on Internet Technology 3, 1-27 (2003)
2. Lemire, D., Maclachlan, A.: Slope One Predictors for Online Rating-Based Collaborative Filtering. Society for Industrial Mathematics (2005)
3. Sarwar, B., Karypis, G., Konstan, J., Reidl, J.: Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th international conference on World Wide Web, pp. 285-295 (2001)
4. Chedrawy, Z., Abidi, S.S.R.: Case based reasoning for information personalization: using a context-sensitive compositional case adaptation approach. In: IEEE International Conference on Engineering of Intelligent Systems, pp. 1-6 (2006)
5. Adomavicius, G., Sankaranarayanan, R., Sen, S., Tuzhilin, A.: Incorporating contextual information in recommender systems using a multidimensional approach. ACM Transactions on Information Systems (TOIS) 23, 103-145 (2005)
6. Gao, M., Zhongfu, W.: Incorporating pragmatic information in personalized recommendation systems. In: The 11th International Conference on Informatics and Semiotics in Organisations, pp. 156-164 (2009)
7. Dey, A.K.: Understanding and using context. Personal and Ubiquitous Computing 5, 4-7 (2001)
8. Dey, A.K., Abowd, G.D.: Towards a better understanding of context and context-Awareness. In: CHI 2000 Workshop on the What, Who, Where, When, and How of Context-Awareness (2000)
9. Adomavicius, G., Tuzhilin, A.: Multidimensional recommender systems: A data warehousing approach. In: Fiege, L., Mühl, G., Wilhelm, U.G. (eds.) WELCOM 2001. LNCS, vol. 2232, p. 180. Springer, Heidelberg (2001)
10. Ilunga, M., Stephenson, D.: Infilling streamflow data using feed-forward back-propagation (BP) artificial neural networks: Application of standard BP and pseudo Mac Laurin power series BP techniques. Water SA 31, 171-176 (2005)