Analyzing microblogs with affinity propagation

作者: Jeon Hyung Kang , Kristina Lerman , Anon Plangprasopchok

DOI: 10.1145/1964858.1964868

关键词: World Wide WebMicrobloggingAffinity propagationTopic modelSocial mediaPerspective (graphical)Preliminary analysisComputer science

摘要: Recently, there has been a great deal of interest in analyzing inherent structures posts on microblogs such as Twitter. While many works utilize well-known topic modeling technique, we instead propose to apply Affinity Propagation [4] (AP) analyze corpus, and hypothesize that AP may provide different perspective the traditional approach. Our preliminary analysis raises some interesting facts issues, which suggest future research directions.

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