{"title":"心理健康量词","authors":"Daksh Gupta, Aashay Markale, Rishabh Kulkarni","doi":"10.35940/ijeat.e2694.0610521","DOIUrl":null,"url":null,"abstract":"The definition of mental disorders describes them as\n“health conditions involving changes in emotion, thinking or\nbehavior or a combination of these”. Contemporary societies of\n2020 still fall short in recognizing some of the most common\nafflictions as actual problems in people. Some of those are\ndepression, anxiety and stress disorders. This paper proposes a\nMachine Learning based approach wherein the analysis of the\nmultiple-choice inputs along with a neatly curated questionnaire\nbased on feature extraction will be done and then supervised\nclassification algorithms will be used to generate a mental health\nscore as well as a detailed report based on responses the user gives.","PeriodicalId":23601,"journal":{"name":"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mental Health Quantifier\",\"authors\":\"Daksh Gupta, Aashay Markale, Rishabh Kulkarni\",\"doi\":\"10.35940/ijeat.e2694.0610521\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The definition of mental disorders describes them as\\n“health conditions involving changes in emotion, thinking or\\nbehavior or a combination of these”. Contemporary societies of\\n2020 still fall short in recognizing some of the most common\\nafflictions as actual problems in people. Some of those are\\ndepression, anxiety and stress disorders. This paper proposes a\\nMachine Learning based approach wherein the analysis of the\\nmultiple-choice inputs along with a neatly curated questionnaire\\nbased on feature extraction will be done and then supervised\\nclassification algorithms will be used to generate a mental health\\nscore as well as a detailed report based on responses the user gives.\",\"PeriodicalId\":23601,\"journal\":{\"name\":\"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.35940/ijeat.e2694.0610521\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35940/ijeat.e2694.0610521","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The definition of mental disorders describes them as
“health conditions involving changes in emotion, thinking or
behavior or a combination of these”. Contemporary societies of
2020 still fall short in recognizing some of the most common
afflictions as actual problems in people. Some of those are
depression, anxiety and stress disorders. This paper proposes a
Machine Learning based approach wherein the analysis of the
multiple-choice inputs along with a neatly curated questionnaire
based on feature extraction will be done and then supervised
classification algorithms will be used to generate a mental health
score as well as a detailed report based on responses the user gives.