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 via clients and the linked metadata are jointly often called consumer generated content material (UGC). to investigate UGC and glean perception approximately consumer habit, powerful recommendations are had to take on the large volume of real-time, multimedia, and multilingual facts. Researchers also needs to know the way to evaluate the social points of UGC, resembling person relatives and influential users.
Mining consumer Generated Content is the 1st centred attempt to bring together cutting-edge study and deal with destiny instructions of UGC. It explains the right way to gather, index, and learn UGC to discover social developments and consumer behavior.
Divided into 4 components, the e-book specializes in the mining and purposes of UGC. the 1st half offers an advent to this new and interesting subject. overlaying the mining of UGC of other medium forms, the second one half discusses the social annotation of UGC, social community graph development and neighborhood mining, mining of UGC to help in tune retrieval, and the preferred yet tough subject of UGC sentiment research. The 3rd half describes the mining and looking of assorted sorts of UGC, together with wisdom extraction, seek ideas for UGC content material, and a selected learn at the research and annotation of jap blogs. The fourth half on purposes explores using UGC to help question-answering, details summarization, and recommendations.
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