{"title":"提出了一种用于大型显示器感知目标选择的分类模型","authors":"Seungjae Oh, Heejin Kim, H. So","doi":"10.1145/2659766.2661216","DOIUrl":null,"url":null,"abstract":"In this research, we propose a linear SVM classification model for perceptual distal target selection on large displays. The model is based on two simple features of users' finger movements reflecting users' visual perception of targets. The model shows the accuracy of 92.78% for predicting an intended target at end point.","PeriodicalId":274675,"journal":{"name":"Proceedings of the 2nd ACM symposium on Spatial user interaction","volume":"64 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Proposing a classification model for perceptual target selection on large displays\",\"authors\":\"Seungjae Oh, Heejin Kim, H. So\",\"doi\":\"10.1145/2659766.2661216\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this research, we propose a linear SVM classification model for perceptual distal target selection on large displays. The model is based on two simple features of users' finger movements reflecting users' visual perception of targets. The model shows the accuracy of 92.78% for predicting an intended target at end point.\",\"PeriodicalId\":274675,\"journal\":{\"name\":\"Proceedings of the 2nd ACM symposium on Spatial user interaction\",\"volume\":\"64 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-10-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2nd ACM symposium on Spatial user interaction\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2659766.2661216\",\"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 2nd ACM symposium on Spatial user interaction","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2659766.2661216","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Proposing a classification model for perceptual target selection on large displays
In this research, we propose a linear SVM classification model for perceptual distal target selection on large displays. The model is based on two simple features of users' finger movements reflecting users' visual perception of targets. The model shows the accuracy of 92.78% for predicting an intended target at end point.