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Time-aware Topic Recommendation Based on Micro-blogs

Liang, Huizhi (Elly); Xu, Yue; Tjondronegoro, Dian; Christen, Peter

Description

Topic recommendation can help users deal with the information overload issue in micro-blogging communities. This paper proposes to use the implicit information network formed by the multiple relationships among users, topics and micro-blogs, and the temporal information of micro-blogs to find semantically and temporally relevant topics of each topic, and to profile users' time-drifting topic interests. The Content based, Nearest Neighborhood based and Matrix Factorization models are used to...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Conference paper
URI: http://hdl.handle.net/1885/20737
DOI: 10.1145/2396761.2398492

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