A Use of Social Media for Opinion Mining: An Overview (With the Use of Hybrid Textual and Visual Sentiment Ontology)

作者: Chandra Gupta Maurya , Sandeep Gore , Dharmendra Singh Rajput

DOI: 10.1007/978-981-10-8198-9_33

关键词: Ontology (information science)Computer scienceSentiment analysisWorld Wide WebProduct (category theory)Social mediaSocial media analyticsPublic opinionService (business)Purchasing

摘要: In today’s world, social media becomes very important for human beings. Twitter is one of them and used as a famous platform through which users can express their opinions on various events/matters/objects. These in the form messages are called tweets. this paper, an algorithm to find classify tweets positive or negative with accuracy toward specific subject. This proposed system using training data set dictionary observe semantic orientation The sentiment analysis know how people feel about object at particular moment time also tracks opinion changes over time. Sentiment most part many analytics tasks. type useful consumers purchasing finding services any product online it helpful provide others same service. It marketers manufacturers research public organization/product services. paper presents new concept hybrid approach (Text Image) analysis. consists aggregating sentiments both textual visual contents.

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