{"title":"Research on micro-blog based personal interests and emotion transition tendency","authors":"Jiushuo Wang, Kai Gao, Jie Zhao, Guo-Jiang Gao","doi":"10.7535/hbkd.2015yx02012","DOIUrl":null,"url":null,"abstract":"With the rapid development of social network,people can present or share their opinions and emotions on the micro-blog,and as a result,large amount of blog texts and emotional information of different topics are produced. As the traditional text mining algorithms cannot deal with these blog texts with fractional contents and different personal emotions effectively,this paper presents a novel weighting computation approach based on the key characters of micro-blog posts to get the dynamic interests of bloggers on different times. Furthermore,based on the emotion classification,the emotion transition tendency analysis can also be implemented. Experimental results show the feasibility of the presented approach.","PeriodicalId":15965,"journal":{"name":"河北科技大学学报","volume":"36 1","pages":"188-194"},"PeriodicalIF":0.0000,"publicationDate":"2015-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"河北科技大学学报","FirstCategoryId":"1089","ListUrlMain":"https://doi.org/10.7535/hbkd.2015yx02012","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
With the rapid development of social network,people can present or share their opinions and emotions on the micro-blog,and as a result,large amount of blog texts and emotional information of different topics are produced. As the traditional text mining algorithms cannot deal with these blog texts with fractional contents and different personal emotions effectively,this paper presents a novel weighting computation approach based on the key characters of micro-blog posts to get the dynamic interests of bloggers on different times. Furthermore,based on the emotion classification,the emotion transition tendency analysis can also be implemented. Experimental results show the feasibility of the presented approach.
期刊介绍：
Journal of Hebei University of Science and Technology is a comprehensive academic science and technology journal hosted by Hebei University of Science and Technology, which is openly distributed at home and abroad, published bimonthly at the end of each month, with the domestic uniform serial number CN 13-1225/TS and the international standard serial number ISSN 1008-1542. It is selected as one of the Chinese core journals of Peking University, Chinese core journals of science and technology, RCCSE Chinese core academic journals (A), excellent scientific and technological journals of Chinese colleges and universities, and ‘Top Ten’ journals of Hebei Province. According to the ‘Annual Report on Impact Factor of Chinese Academic Journals (2024 Edition)’ issued by China Knowledge Evaluation Centre in October 2024, the compound impact factor of Journal of Hebei University of Science and Technology is 1.736 (35/146 in subject order), and the influence index (CI) is 336 (62/146 in subject order).
Journal of Hebei University of Science and Technology mainly publishes research papers in the fields of [Mechanical, Electronic and Information Science], [Material Science], [Food and Biological Science], [Textile Science], [Civil and Architectural Engineering], [Transportation and Logistics], etc. It also has [National Youth/Regional Science Fund Project Columns ], [Chemistry and Chemical Industry Column], [New Energy and Energy Conservation and Environmental Protection Column], [Data Analysis and Calculation Column] and [Xiongan Green Innovation Column] 5 special columns.
Journal of Hebei University of Science and Technology is now published in China Academic Journals Network Publishing Database (China Knowledge), ‘China Science and Technology Paper Statistics Source Journal’ (China Science and Technology Core), Chinese Science and Technology Journal Database (Wipo), Wanfang Database, Changjiang Literature Library, Taiwan Chinese Journal Database, Chinese Journal Database, Chinese Journal Database, Chinese Journal Database, Chinese Journal Database, Chinese Journal Database, and Chinese Journal Database. Database, Changjiang Literature Library, Chinese Electronic Periodical Service in Taiwan - CEPS (CEPS), as well as the American Chemical Abstracts (Web Edition) (CA), the American Ulrich's Journal Guide (Web Edition) (Ulrichsweb), the American EBSCOhost Database (EBSCO), the British Polymer Library (PL), DOAJ (Sweden), HINARI (Switzerland), and JSTChina (Japan Science and Technology Agency).
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