{"title":"Chinese Psychological QA Database and its Research Problems","authors":"Youren Chen, Yang Li, Ming Wen","doi":"10.1109/DSA56465.2022.00111","DOIUrl":null,"url":null,"abstract":"In the past, with the development of the psychological industry in China, a large number of psychological databases have emerged. This paper surveys the psychological repositories currently available at home and abroad and researches the commonly used repositories, based on which a professional question-and-answer (Q&A) psychological repository is established and provides a researchable corpus of question and answer matching and psychological classification of research paper for suicide, depression and insomnia classification. Finally, the problems faced by machine learning when applying knowledge graphs or deep learning are discussed.","PeriodicalId":208148,"journal":{"name":"2022 9th International Conference on Dependable Systems and Their Applications (DSA)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 9th International Conference on Dependable Systems and Their Applications (DSA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DSA56465.2022.00111","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In the past, with the development of the psychological industry in China, a large number of psychological databases have emerged. This paper surveys the psychological repositories currently available at home and abroad and researches the commonly used repositories, based on which a professional question-and-answer (Q&A) psychological repository is established and provides a researchable corpus of question and answer matching and psychological classification of research paper for suicide, depression and insomnia classification. Finally, the problems faced by machine learning when applying knowledge graphs or deep learning are discussed.