{"title":"Prediction of Stress using Machine Learning and IoT","authors":"Amit Jain, Muskan Kumari","doi":"10.1109/SMART55829.2022.10046907","DOIUrl":null,"url":null,"abstract":"Stress is considered as the leading problem in healthcare. This paper is about a brief review of machine learning Algorithms and IoT, and their roles in the prediction of stress. A lot of research has been done by researchers in the prediction of stress by taking reference to previous research we compare SVM and KNN accuracy and performanceon the basis of PSS (perceived stress scale), EDR and ECG. This paper discusses ML Techniques that are implemented on the Internet of things (IoT) nowadays. Also, emphasis has been laid on identifying the causes, symptoms of stress along with studying the existing Machine Learning algorithms related to Stress.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SMART55829.2022.10046907","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
Stress is considered as the leading problem in healthcare. This paper is about a brief review of machine learning Algorithms and IoT, and their roles in the prediction of stress. A lot of research has been done by researchers in the prediction of stress by taking reference to previous research we compare SVM and KNN accuracy and performanceon the basis of PSS (perceived stress scale), EDR and ECG. This paper discusses ML Techniques that are implemented on the Internet of things (IoT) nowadays. Also, emphasis has been laid on identifying the causes, symptoms of stress along with studying the existing Machine Learning algorithms related to Stress.