{"title":"创业教育中创业文本的个性分析","authors":"A. Ito, Kotaro Takeda, Shuichi Ishida","doi":"10.1109/ICNLP58431.2023.00047","DOIUrl":null,"url":null,"abstract":"In this paper, we analyzed entrepreneurship-related text using the automatic personality trait estimation model to investigate the difference between entrepreneurship-related and other texts. We collected texts from fourteen participants of entre-preneurship-related classes and texts from different domains (impressions of other courses and tweets from Twitter). Next, we developed a personality estimation model using BERT and a feedforward network using Kaggle’s MBTI corpus. As a result of the analysis, we found significant personality differences between the entrepreneur-related and other texts in the judgment-perception dimension.","PeriodicalId":53637,"journal":{"name":"Icon","volume":"112 1","pages":"224-228"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Personality Analysis of Entrepreneurial Text for Entrepreneurship Education\",\"authors\":\"A. Ito, Kotaro Takeda, Shuichi Ishida\",\"doi\":\"10.1109/ICNLP58431.2023.00047\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we analyzed entrepreneurship-related text using the automatic personality trait estimation model to investigate the difference between entrepreneurship-related and other texts. We collected texts from fourteen participants of entre-preneurship-related classes and texts from different domains (impressions of other courses and tweets from Twitter). Next, we developed a personality estimation model using BERT and a feedforward network using Kaggle’s MBTI corpus. As a result of the analysis, we found significant personality differences between the entrepreneur-related and other texts in the judgment-perception dimension.\",\"PeriodicalId\":53637,\"journal\":{\"name\":\"Icon\",\"volume\":\"112 1\",\"pages\":\"224-228\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Icon\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNLP58431.2023.00047\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Arts and Humanities\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Icon","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNLP58431.2023.00047","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Arts and Humanities","Score":null,"Total":0}
Personality Analysis of Entrepreneurial Text for Entrepreneurship Education
In this paper, we analyzed entrepreneurship-related text using the automatic personality trait estimation model to investigate the difference between entrepreneurship-related and other texts. We collected texts from fourteen participants of entre-preneurship-related classes and texts from different domains (impressions of other courses and tweets from Twitter). Next, we developed a personality estimation model using BERT and a feedforward network using Kaggle’s MBTI corpus. As a result of the analysis, we found significant personality differences between the entrepreneur-related and other texts in the judgment-perception dimension.
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