A Comprehensive Survey on Comparisons across Contextual Pre-Filtering, Contextual Post-Filtering and Contextual Modelling Approaches

Khalid Haruna, Maizatul Akmar Ismail, Damiasih Damiasih, Haruna Chiroma, Tutut Herawan
2017 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
Recently, there has been growing interest in recommender systems (RS) and particularly in context-aware RS. Methods for generating context-aware recommendations are classified into pre-filtering, post-filtering and contextual modelling approaches. In this paper, we present the several novel approaches of the different variant of each of these three contextualization paradigms and present a complete survey on the state-of-the-art comparisons across them. We then identify the significant
more » ... s that require being addressed by the current RS researchers, which will help academicians and practitioners in comparing these three approaches to select the best alternative according to their strategies.
doi:10.12928/telkomnika.v15i4.6875 fatcat:vmdfl4gypbftlfz7evh2wsofsq