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http://dx.doi.org/10.5392/JKCA.2017.17.02.113

Social Search Scheme Considering Recent Preferences of Social Media Users  

Song, JinWoo (충북대학교 정보통신공학과)
Jeon, Hyeonwook (충북대학교 정보통신공학과)
Kim, Minsoo (충북대학교 정보통신공학과)
Kim, Gihoon (충북대학교 정보통신공학과)
Noh, Yeonwoo (충북대학교 정보통신공학과)
Lim, Jongtae (충북대학교 정보통신공학과)
Bok, Kyoungsoo (충북대학교 정보통신공학과)
Yoo, Jaesoo (충북대학교 정보통신공학과)
Publication Information
The Journal of the Korea Contents Association / v.17, no.2, 2017 , pp. 113-124 More about this Journal
Abstract
The existing social search has a problem that search results are not suitable for a user since it does not take into account the recency of the user profile and the interests of similar users. Therefore, studies on a social search considering a temporal attribute and the interests of other users are required. In this paper, we propose a social search scheme that takes into account the recent interests of a user by time and the interests of the most similar users. The proposed scheme analyzes the activity information of a social media user in order to take into account the recent interests of the user. And then the proposed scheme improves the satisfaction and accuracy of search results by combining the interests of similar users with the analyzed information and performing ranking, It is shown through performance evaluation that the proposed scheme outperforms the existing scheme.
Keywords
Social Search; Personalized Search; Social Media; Social Network; Preference;
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