Title :
A social network representation for Collaborative Filtering Recommender Systems
Author :
Pérez, Luis G. ; Chiclana, Francisco ; Ahmadi, Samad
Author_Institution :
Dept. of Comput. Sci., Univ. of Jaen, Jaén, Spain
Abstract :
Collaborative Filtering Recommender Systems are one of the most used and well-known tools in the e-commerce area because they are adaptive and they do not need information about the recommended items. Although many studies have been proposed to take advantage of the information gathered by this kind of recommender systems, none have focused on the use of social network analysis. In this contribution we present a first approach that shows some of the advantages and results that can be obtained applying this methodology.
Keywords :
collaborative filtering; recommender systems; social networking (online); collaborative filtering recommender systems; e-commerce; information gathering; social network analysis; social network representation; Collaboration; Correlation; Intelligent systems; Prediction algorithms; Recommender systems; Social network services; Fuzzy linguistic approach; collaborative filtering recommender system; social network analysis;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
Conference_Location :
Cordoba
Print_ISBN :
978-1-4577-1676-8
DOI :
10.1109/ISDA.2011.6121695