Research Article
Social Context-Based Movie Recommendation: A Case Study on MyMovieHistory
@INPROCEEDINGS{10.1007/978-3-319-05939-6_33, author={Yong Lee and Xuan Pham and Duc Trung and Jason Jung and Hien Nguyen}, title={Social Context-Based Movie Recommendation: A Case Study on MyMovieHistory}, proceedings={Context-Aware Systems and Applications. Second International Conference, ICCASA 2013, Phu Quoc Island, Vietnam, November 25-26, 2013, Revised Selected Papers}, proceedings_a={ICCASA}, year={2014}, month={6}, keywords={Recommendation systems Social contexts Facebook User history Timeline}, doi={10.1007/978-3-319-05939-6_33} }- Yong Lee
Xuan Pham
Duc Trung
Jason Jung
Hien Nguyen
Year: 2014
Social Context-Based Movie Recommendation: A Case Study on MyMovieHistory
ICCASA
Springer
DOI: 10.1007/978-3-319-05939-6_33
Abstract
Social networking services (in short, SNS) allow users to share their own data with family, friends, and communities. Since there are many kinds of information that has been uploaded and shared through the SNS, the amount of information on the SNS keeps increasing exponentially. Particularly, Facebook has adopted some interesting features related to entertainment (e.g., movie, music and TV show). However, they do not consider contextual information of users for recommendation (e.g., time, location, and social contexts). Therefore, in this paper, we propose a novel approach for movie recommendation based on the integration of a variety contextual information (i.e., when the users watched the movies, where the users watched the movies, and who watched the movie with them). Thus, we developed a Facebook application (called MyMovieHistory) for recording the movie history of users and recommending relevant movies.