{"title":"文本挖掘技术在解决项目管理问题中的应用","authors":"A. A. Vasiliev, A. V. Goryachev","doi":"10.1109/scm55405.2022.9794858","DOIUrl":null,"url":null,"abstract":"This paper analyzes the possibilities of using text mining methods to solve project management problems. Text mining is an area of artificial intelligence. The use of text mining technology allows to find useful, previously unknown information in text arrays. Due to the fact that during the implementation of projects a lot of textual data is required, presented in a certain form (paper and electronic documents, letters, between project participants, etc.) and often unstructured, technical tools are needed that can process this information and extract useful knowledge from it that can help projects achieve their goals faster. The article includes the technology of text mining itself, the main approaches and methods that are currently used in this area. Things are impossible due to the fact that it is the use of text mining algorithms that can help in solving project management problems.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of Text Mining Technology to Solve Project Management Problems\",\"authors\":\"A. A. Vasiliev, A. V. Goryachev\",\"doi\":\"10.1109/scm55405.2022.9794858\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper analyzes the possibilities of using text mining methods to solve project management problems. Text mining is an area of artificial intelligence. The use of text mining technology allows to find useful, previously unknown information in text arrays. Due to the fact that during the implementation of projects a lot of textual data is required, presented in a certain form (paper and electronic documents, letters, between project participants, etc.) and often unstructured, technical tools are needed that can process this information and extract useful knowledge from it that can help projects achieve their goals faster. The article includes the technology of text mining itself, the main approaches and methods that are currently used in this area. Things are impossible due to the fact that it is the use of text mining algorithms that can help in solving project management problems.\",\"PeriodicalId\":162457,\"journal\":{\"name\":\"2022 XXV International Conference on Soft Computing and Measurements (SCM)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 XXV International Conference on Soft Computing and Measurements (SCM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/scm55405.2022.9794858\",\"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 XXV International Conference on Soft Computing and Measurements (SCM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/scm55405.2022.9794858","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Application of Text Mining Technology to Solve Project Management Problems
This paper analyzes the possibilities of using text mining methods to solve project management problems. Text mining is an area of artificial intelligence. The use of text mining technology allows to find useful, previously unknown information in text arrays. Due to the fact that during the implementation of projects a lot of textual data is required, presented in a certain form (paper and electronic documents, letters, between project participants, etc.) and often unstructured, technical tools are needed that can process this information and extract useful knowledge from it that can help projects achieve their goals faster. The article includes the technology of text mining itself, the main approaches and methods that are currently used in this area. Things are impossible due to the fact that it is the use of text mining algorithms that can help in solving project management problems.