{"title":"Analysis of interactions between lecturers and students","authors":"E. Watanabe, T. Ozeki, T. Kohama","doi":"10.1145/3170358.3170360","DOIUrl":null,"url":null,"abstract":"In this paper, we discuss the interactions between lecturers and students. First, we detect their behaviors by extracting the face regions of lecturers and students from moving images. Thereafter, we model the interaction between the lecturers' writing and explanation behaviors and the students' note taking and listening behaviors by using multilayered neural networks. We discuss the above interactions based on the internal representations of multilayered neural networks.","PeriodicalId":437369,"journal":{"name":"Proceedings of the 8th International Conference on Learning Analytics and Knowledge","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 8th International Conference on Learning Analytics and Knowledge","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3170358.3170360","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14
Abstract
In this paper, we discuss the interactions between lecturers and students. First, we detect their behaviors by extracting the face regions of lecturers and students from moving images. Thereafter, we model the interaction between the lecturers' writing and explanation behaviors and the students' note taking and listening behaviors by using multilayered neural networks. We discuss the above interactions based on the internal representations of multilayered neural networks.
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