Download e-book for kindle: Mining User Generated Content (Social Media and Social by Marie-Francine Moens,Juanzi Li,Tat-Seng Chua

By Marie-Francine Moens,Juanzi Li,Tat-Seng Chua

Originating from fb, LinkedIn, Twitter, Instagram, YouTube, and plenty of different networking websites, the social media shared by means of clients and the linked metadata are jointly often called person generated content material (UGC). to research UGC and glean perception approximately person habit, strong ideas are had to take on the large quantity of real-time, multimedia, and multilingual info. Researchers should also know the way to evaluate the social points of UGC, equivalent to person kinfolk and influential users.

Mining consumer Generated Content is the 1st targeted attempt to collect cutting-edge study and deal with destiny instructions of UGC. It explains the best way to gather, index, and study UGC to discover social tendencies and consumer behavior.

Divided into 4 elements, the booklet makes a speciality of the mining and purposes of UGC. the 1st half provides an creation to this new and fascinating subject. protecting the mining of UGC of other medium kinds, the second one half discusses the social annotation of UGC, social community graph building and neighborhood mining, mining of UGC to aid in track retrieval, and the preferred yet tough subject of UGC sentiment research. The 3rd half describes the mining and looking out of assorted kinds of UGC, together with wisdom extraction, seek ideas for UGC content material, and a particular examine at the research and annotation of jap blogs. The fourth half on functions explores using UGC to aid question-answering, details summarization, and recommendations.

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Mining User Generated Content (Social Media and Social Computing) by Marie-Francine Moens,Juanzi Li,Tat-Seng Chua

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