{"title":"日语微博简介文本的话题模型分析","authors":"Daiki Sato, Y. Yaginuma","doi":"10.1109/IIAIAAI55812.2022.00139","DOIUrl":null,"url":null,"abstract":"Analyzing the data in SNS has played a very important role in marketing and other areas. In these analyses, it is expected that the content of posts and user profiles can be used together to further increase accuracy. For this reason, this paper classifies profiles into topic categories and clarifies what kind of content the profiles consist of. Topic model analysis revealed some characteristics of the profile texts, such as some profile texts describing male idols and some profile texts telling the persona of the twitter user.","PeriodicalId":156230,"journal":{"name":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Topic Model Analysis of Japanese Microblog Profile Text\",\"authors\":\"Daiki Sato, Y. Yaginuma\",\"doi\":\"10.1109/IIAIAAI55812.2022.00139\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Analyzing the data in SNS has played a very important role in marketing and other areas. In these analyses, it is expected that the content of posts and user profiles can be used together to further increase accuracy. For this reason, this paper classifies profiles into topic categories and clarifies what kind of content the profiles consist of. Topic model analysis revealed some characteristics of the profile texts, such as some profile texts describing male idols and some profile texts telling the persona of the twitter user.\",\"PeriodicalId\":156230,\"journal\":{\"name\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIAIAAI55812.2022.00139\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIAIAAI55812.2022.00139","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Topic Model Analysis of Japanese Microblog Profile Text
Analyzing the data in SNS has played a very important role in marketing and other areas. In these analyses, it is expected that the content of posts and user profiles can be used together to further increase accuracy. For this reason, this paper classifies profiles into topic categories and clarifies what kind of content the profiles consist of. Topic model analysis revealed some characteristics of the profile texts, such as some profile texts describing male idols and some profile texts telling the persona of the twitter user.
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