Titlebook: Social Media Processing; Third National Confe Heyan Huang,Ting Liu,Jie Tang Conference proceedings 2014 Springer-Verlag Berlin Heidelberg 2

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Expanding Native Training Data for Implicit Discourse Relation Classification,rt methods in this area suffer from either sparse natively implicit relation corpus or counter-intuitive artificially implicit one, and consequently either insufficient or distorted training in automatically learning discriminative features. To overcome the problem, this paper proposes a semantic fr

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Microblog Sentiment Analysis with Emoticon Space Model,as one of the most important signals for microblog sentiment analysis. Most existing works use several emoticons that convey clear emotional meanings as noisy sentiment labels or similar sentiment indicators. However, in practical microblog environments, tens or even hundreds of emoticons are freque

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A Hybrid Method of Domain Lexicon Construction for Opinion Targets Extraction Using Syntax and Semaarea recently, especially the CRF-based method. However, this method only takes lexical-related features into consideration and does not excavate the implied semantic and syntactic knowledge. We propose a new approach which incorporates domain lexicon with groups of features using syntax and semanti

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Online Social Network Profile Linkage Based on Cost-Sensitive Feature Acquisition,in a particular social networking site reflects some special aspects of himself. To adequately investigate a user’s preference for applications such as recommendation and executive search, we need to connect up all these aspects to generate a comprehensive profile of the identity. Profile linkage pr

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