{"title":"Using data from social media websites to inspire the design of assistive technology","authors":"Xing Yu","doi":"10.1145/2899475.2899501","DOIUrl":null,"url":null,"abstract":"The rapid accumulation of user generated content on the Internet provides researchers with abundant information to extract knowledge from. It also provides HCI and accessibility practitioners with a new direction to explore and understand users requirements beyond traditional approaches. In my work, I create a tool that consists of both text-mining and machining learning methods to extract essential focuses of design out of the data collected from social networks. This tool can be used at the initial stage of a product design life-cycle by designers to collect key design aspects at a fairly low cost.","PeriodicalId":337838,"journal":{"name":"Proceedings of the 13th Web for All Conference","volume":"203 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 13th Web for All Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2899475.2899501","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The rapid accumulation of user generated content on the Internet provides researchers with abundant information to extract knowledge from. It also provides HCI and accessibility practitioners with a new direction to explore and understand users requirements beyond traditional approaches. In my work, I create a tool that consists of both text-mining and machining learning methods to extract essential focuses of design out of the data collected from social networks. This tool can be used at the initial stage of a product design life-cycle by designers to collect key design aspects at a fairly low cost.