Marc Exposito, Rosalind W. Picard, Javier Hernández
{"title":"情感键:面向智能手机用户不显眼的压力感知","authors":"Marc Exposito, Rosalind W. Picard, Javier Hernández","doi":"10.1145/3236112.3236132","DOIUrl":null,"url":null,"abstract":"This work explores the use of pressure-sensing to capture cues of the stress of smartphone users while typing. In a controlled laboratory study, 11 participants were asked to write about a recent stressful and relaxing experience in counterbalanced order. Preliminary results show a significant positive correlation between the increase in typing pressure and self-reported stress across the two conditions (r=0.75, p=0.0081). In addition, we observed a significant negative correlation between the typing pressure baseline and the self-reported stress (r=-0.74, p=0.0093). These findings can help inform the development of less invasive methods for stress measurement.","PeriodicalId":401548,"journal":{"name":"Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"Affective keys: towards unobtrusive stress sensing of smartphone users\",\"authors\":\"Marc Exposito, Rosalind W. Picard, Javier Hernández\",\"doi\":\"10.1145/3236112.3236132\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work explores the use of pressure-sensing to capture cues of the stress of smartphone users while typing. In a controlled laboratory study, 11 participants were asked to write about a recent stressful and relaxing experience in counterbalanced order. Preliminary results show a significant positive correlation between the increase in typing pressure and self-reported stress across the two conditions (r=0.75, p=0.0081). In addition, we observed a significant negative correlation between the typing pressure baseline and the self-reported stress (r=-0.74, p=0.0093). These findings can help inform the development of less invasive methods for stress measurement.\",\"PeriodicalId\":401548,\"journal\":{\"name\":\"Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3236112.3236132\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3236112.3236132","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Affective keys: towards unobtrusive stress sensing of smartphone users
This work explores the use of pressure-sensing to capture cues of the stress of smartphone users while typing. In a controlled laboratory study, 11 participants were asked to write about a recent stressful and relaxing experience in counterbalanced order. Preliminary results show a significant positive correlation between the increase in typing pressure and self-reported stress across the two conditions (r=0.75, p=0.0081). In addition, we observed a significant negative correlation between the typing pressure baseline and the self-reported stress (r=-0.74, p=0.0093). These findings can help inform the development of less invasive methods for stress measurement.