{"title":"Rozpoznawanie emocji w tekstach polskojęzycznych z wykorzystaniem metody słów kluczowych","authors":"A. Nowaczyk, L. Jackowska-Strumiłło","doi":"10.5604/01.3001.0010.4849","DOIUrl":null,"url":null,"abstract":". Dynamic development of social networks caused that the Internet has become the most popular communication medium. A vast majority of the messages are exchanged in text format and very often reflect authors’ emotional states. Detection of the emotions in text is widely used in e-commerce or telemedicine becoming the milestone in the field of human-computer interaction. The paper presents a method of emotion recognition in Polish-language texts based on the keywords detection algorithm with lemmatization. The obtained accuracy is about 60%. The first Polish-language database of keywords expressing emotions has been also developed.","PeriodicalId":142227,"journal":{"name":"Informatics, Control, Measurement in Economy and Environment Protection","volume":"183 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Informatics, Control, Measurement in Economy and Environment Protection","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5604/01.3001.0010.4849","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

。社交网络的动态发展使得互联网成为最受欢迎的传播媒介。绝大多数信息以文本形式交换,并且经常反映作者的情绪状态。文本情感检测广泛应用于电子商务或远程医疗,成为人机交互领域的里程碑。提出了一种基于词源化关键词检测算法的波兰语文本情感识别方法。得到的精度约为60%。第一个表达情感的波兰语关键词数据库也已经开发出来。
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Rozpoznawanie emocji w tekstach polskojęzycznych z wykorzystaniem metody słów kluczowych
. Dynamic development of social networks caused that the Internet has become the most popular communication medium. A vast majority of the messages are exchanged in text format and very often reflect authors’ emotional states. Detection of the emotions in text is widely used in e-commerce or telemedicine becoming the milestone in the field of human-computer interaction. The paper presents a method of emotion recognition in Polish-language texts based on the keywords detection algorithm with lemmatization. The obtained accuracy is about 60%. The first Polish-language database of keywords expressing emotions has been also developed.
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