{"title":"眼动追踪与数据挖掘的系统文献映射","authors":"Guilherme Moreira de Brito Moraes, T. Silva","doi":"10.1145/3033701.3033758","DOIUrl":null,"url":null,"abstract":"The eye tracking technology has been applied in several fields, such as medicine, engineering and computation. In this last, one of the main uses of the eye tracking technology is for user testing, producing a large volume of data that must be analyzed effectively and efficiently. Of course, there is the idea of combining the concepts of mining the data from eye tracking devices. In order to address this issue, the goal of this work is to carry out a systematic survey of the literature on eye tracking and data mining. We selected some of the major digital libraries to search for articles related to these issues, and through formulated criteria we reached a final set of 16 articles to be analyzed. The analysis of such studies allowed us to reach to some conclusions, e.g., which techniques are the most used in data mining from eye tracking, which are the main forms of visualization of this data.","PeriodicalId":154697,"journal":{"name":"Simpósio Brasileiro de Fatores Humanos em Sistemas Computacionais","volume":"63 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Systematic Literature Mapping on Eye Tracking and Data Mining\",\"authors\":\"Guilherme Moreira de Brito Moraes, T. Silva\",\"doi\":\"10.1145/3033701.3033758\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The eye tracking technology has been applied in several fields, such as medicine, engineering and computation. In this last, one of the main uses of the eye tracking technology is for user testing, producing a large volume of data that must be analyzed effectively and efficiently. Of course, there is the idea of combining the concepts of mining the data from eye tracking devices. In order to address this issue, the goal of this work is to carry out a systematic survey of the literature on eye tracking and data mining. We selected some of the major digital libraries to search for articles related to these issues, and through formulated criteria we reached a final set of 16 articles to be analyzed. The analysis of such studies allowed us to reach to some conclusions, e.g., which techniques are the most used in data mining from eye tracking, which are the main forms of visualization of this data.\",\"PeriodicalId\":154697,\"journal\":{\"name\":\"Simpósio Brasileiro de Fatores Humanos em Sistemas Computacionais\",\"volume\":\"63 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Simpósio Brasileiro de Fatores Humanos em Sistemas Computacionais\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3033701.3033758\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Simpósio Brasileiro de Fatores Humanos em Sistemas Computacionais","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3033701.3033758","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Systematic Literature Mapping on Eye Tracking and Data Mining
The eye tracking technology has been applied in several fields, such as medicine, engineering and computation. In this last, one of the main uses of the eye tracking technology is for user testing, producing a large volume of data that must be analyzed effectively and efficiently. Of course, there is the idea of combining the concepts of mining the data from eye tracking devices. In order to address this issue, the goal of this work is to carry out a systematic survey of the literature on eye tracking and data mining. We selected some of the major digital libraries to search for articles related to these issues, and through formulated criteria we reached a final set of 16 articles to be analyzed. The analysis of such studies allowed us to reach to some conclusions, e.g., which techniques are the most used in data mining from eye tracking, which are the main forms of visualization of this data.