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Besides, a brief sentiment analysis example in the tourism domain is displayed, illustrating the entire process of sentiment analysis. Furthermore, we create a large table to compare the pros and cons of different types of approaches, and discuss some insights with respect to research trends. In addition, a lot of important sentiment analysis datasets are summarized in this survey.<\/jats:p>","DOI":"10.1142\/s0219622019300015","type":"journal-article","created":{"date-parts":[[2019,4,15]],"date-time":"2019-04-15T03:53:42Z","timestamp":1555300422000},"page":"1243-1287","source":"Crossref","is-referenced-by-count":40,"title":["Survey on Classic and Latest Textual Sentiment Analysis Articles and Techniques"],"prefix":"10.1142","volume":"18","author":[{"given":"Yong","family":"Shi","sequence":"first","affiliation":[{"name":"School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Research Center on Fictitious Economy &amp; Data Science, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Big Data Mining and knowledge Management, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"College of Information Science and Technology, University of Nebraska at Omaha, NE 68182, USA"}]},{"given":"Luyao","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Research Center on Fictitious Economy &amp; Data Science, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Big Data Mining and knowledge Management, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8077-7025","authenticated-orcid":false,"given":"Wei","family":"Li","sequence":"additional","affiliation":[{"name":"School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Research Center on Fictitious Economy &amp; Data Science, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Big Data Mining and knowledge Management, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"}]},{"given":"Kun","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Research Center on Fictitious Economy &amp; Data Science, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Big Data Mining and knowledge Management, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"}]},{"given":"Yuanchun","family":"Zheng","sequence":"additional","affiliation":[{"name":"Research Center on Fictitious Economy &amp; Data Science, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Big Data Mining and knowledge Management, Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"},{"name":"School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing 100190, P.\u00a0R.\u00a0China"}]}],"member":"219","published-online":{"date-parts":[[2019,8,26]]},"reference":[{"key":"S0219622019300015BIB001","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.02.026"},{"key":"S0219622019300015BIB002","doi-asserted-by":"publisher","DOI":"10.2200\/S00416ED1V01Y201204HLT016"},{"key":"S0219622019300015BIB003","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1145\/1014052.1014073","volume-title":"Proc. 2004 ACM SIGKDD Int. 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