{"title":"基于主题建模和上下文分析的两阶段术语自动提取技术","authors":"M. Shishaev, V. Dikovitsky, P. Lomov","doi":"10.37614/2307-5252.2021.5.12.001","DOIUrl":null,"url":null,"abstract":"The paper deals with the task of automated terminology extraction. A two-stage technology for its solution is proposed, based on topic modeling and analyzing the context of the use of lexical units. The results of experimental verification of the technology and the prospects for its further development are presented.","PeriodicalId":438304,"journal":{"name":"Transaction Kola Science Centre","volume":"653 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Two-stage technology of automated terminology extraction based on topic modeling and context analysis\",\"authors\":\"M. Shishaev, V. Dikovitsky, P. Lomov\",\"doi\":\"10.37614/2307-5252.2021.5.12.001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper deals with the task of automated terminology extraction. A two-stage technology for its solution is proposed, based on topic modeling and analyzing the context of the use of lexical units. The results of experimental verification of the technology and the prospects for its further development are presented.\",\"PeriodicalId\":438304,\"journal\":{\"name\":\"Transaction Kola Science Centre\",\"volume\":\"653 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transaction Kola Science Centre\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.37614/2307-5252.2021.5.12.001\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transaction Kola Science Centre","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.37614/2307-5252.2021.5.12.001","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Two-stage technology of automated terminology extraction based on topic modeling and context analysis
The paper deals with the task of automated terminology extraction. A two-stage technology for its solution is proposed, based on topic modeling and analyzing the context of the use of lexical units. The results of experimental verification of the technology and the prospects for its further development are presented.
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