2008/01/01 by Katarzyna Musiał, Katarzyna Musial, Przemysław Kazienko +2 · 11 citations
Computer Science · Physics and Astronomy · Social Sciences · #Information sharing #Knowledge sharing #Layer (electronics) #Multimedia Communication and Technology #Recommender Systems and Techniques #Recommender system #Semantics (computer science) #Social network (sociolinguistics) #Social relationship #Video Analysis and Summarization #acm:91D30 #cs.IR #cs.SI #msc:91D30 #physics.soc-ph
paper · pdf · doi:10.1007/978-3-540-87781-3_40
published in Lecture notes in computer science, 364-372 (Springer Science+Business Media) · recommender system, multirelational social network, multimedia sharing system, social network analysis, Best Paper Award. arXiv admin note: text overlap with arXiv:1303.0093
openalex publication_date 2008/01/01 · arxiv created 2013/03/01 · arxiv updated 2013/03/05 · openalex created_date 2016/06/24 · openalex updated_date 2026/08/05
The social recommender system that supports the creation of new relations between users in the multimedia sharing system is presented in the paper. To generate suggestions the new concept of the multirelational social network was introduced. It covers both direct as well as object-based relationships that reflect social and semantic links between users. The main goal of the new method is to create the personalized suggestions that are continuously adapted to users' needs depending on the personal weights assigned to each layer from the social network. The conducted experiments confirmed the usefulness of the proposed model.