Abdulaziz Almehmadi, Michael Bourque, K. El-Khatib
{"title":"A Tweet of the Mind: Automated Emotion Detection for Social Media Using Brain Wave Pattern Analysis","authors":"Abdulaziz Almehmadi, Michael Bourque, K. El-Khatib","doi":"10.1109/SocialCom.2013.158","DOIUrl":null,"url":null,"abstract":"While millions of individuals around the globe use social media every second to disseminate, in some form, their emotions and experiences, there are still some situational challenges these individuals face while trying to share experience over social media. This work introduces the idea of using a Brain Computer Interface device to detect human emotion, which is then paired with geo-location information and automatically posted to a popular social media service. A complete architecture of a system that implements this idea is proposed and implemented, where Brain Pattern Analysis is performed using an Electroencephalogram device and a mobile computing device.","PeriodicalId":129308,"journal":{"name":"2013 International Conference on Social Computing","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 International Conference on Social Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SocialCom.2013.158","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
While millions of individuals around the globe use social media every second to disseminate, in some form, their emotions and experiences, there are still some situational challenges these individuals face while trying to share experience over social media. This work introduces the idea of using a Brain Computer Interface device to detect human emotion, which is then paired with geo-location information and automatically posted to a popular social media service. A complete architecture of a system that implements this idea is proposed and implemented, where Brain Pattern Analysis is performed using an Electroencephalogram device and a mobile computing device.