利用文本挖掘技术构建心理画像

2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF) Pub Date : 2020-06-01 DOI:10.1109/WECONF48837.2020.9131526

A. V. Mikhailova, T. Tatarnikova

{"title":"利用文本挖掘技术构建心理画像","authors":"A. V. Mikhailova, T. Tatarnikova","doi":"10.1109/WECONF48837.2020.9131526","DOIUrl":null,"url":null,"abstract":"The technology of natural language processing in the task of constructing a psychological portrait is considered. An algorithm for machine learning based on a recurrent neural network is proposed, which allows you to automatically determine the psychological portrait from a person’s speech, translated into text format.","PeriodicalId":303530,"journal":{"name":"2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Construction of a Psychological Portrait Using Text Mining Technology\",\"authors\":\"A. V. Mikhailova, T. Tatarnikova\",\"doi\":\"10.1109/WECONF48837.2020.9131526\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The technology of natural language processing in the task of constructing a psychological portrait is considered. An algorithm for machine learning based on a recurrent neural network is proposed, which allows you to automatically determine the psychological portrait from a person’s speech, translated into text format.\",\"PeriodicalId\":303530,\"journal\":{\"name\":\"2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)\",\"volume\":\"113 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WECONF48837.2020.9131526\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WECONF48837.2020.9131526","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

研究了自然语言处理技术在构建心理画像任务中的应用。提出了一种基于递归神经网络的机器学习算法，它可以让你从一个人的讲话中自动确定心理画像，并将其翻译成文本格式。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

The Construction of a Psychological Portrait Using Text Mining Technology

The technology of natural language processing in the task of constructing a psychological portrait is considered. An algorithm for machine learning based on a recurrent neural network is proposed, which allows you to automatically determine the psychological portrait from a person’s speech, translated into text format.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)

自引率

0.00%

发文量