{"title":"基于行为数据分析的算子认知模型优化","authors":"Olivier L. Georgeon, Alain Mille, Thierry Bellet","doi":"10.1109/DEXA.2006.27","DOIUrl":null,"url":null,"abstract":"We present a methodology and a tool for analyzing the activity of an operator interacting with a complex technical device. The goal is of refining cognitive models of the operator by relating them to patterns of behavior in real situations. The activity is observed to be modeled as a trace having a graph structure The trace is transformed according to metadata in order to become meaningful in the context of modeling theories. Our \"Trace Based System\" thus gathers both a representation of the activity and a representation of the analyst's expertise, for facilitating the discovery of knowledge in the field of cognitive psychology. The approach is illustrated by its application for car driver cognitive modeling.","PeriodicalId":107291,"journal":{"name":"DEXA Workshops","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"Analyzing Behaviorial Data for Refining Cognitive Models of Operator\",\"authors\":\"Olivier L. Georgeon, Alain Mille, Thierry Bellet\",\"doi\":\"10.1109/DEXA.2006.27\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present a methodology and a tool for analyzing the activity of an operator interacting with a complex technical device. The goal is of refining cognitive models of the operator by relating them to patterns of behavior in real situations. The activity is observed to be modeled as a trace having a graph structure The trace is transformed according to metadata in order to become meaningful in the context of modeling theories. Our \\\"Trace Based System\\\" thus gathers both a representation of the activity and a representation of the analyst's expertise, for facilitating the discovery of knowledge in the field of cognitive psychology. The approach is illustrated by its application for car driver cognitive modeling.\",\"PeriodicalId\":107291,\"journal\":{\"name\":\"DEXA Workshops\",\"volume\":\"34 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-09-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"DEXA Workshops\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DEXA.2006.27\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"DEXA Workshops","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DEXA.2006.27","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analyzing Behaviorial Data for Refining Cognitive Models of Operator
We present a methodology and a tool for analyzing the activity of an operator interacting with a complex technical device. The goal is of refining cognitive models of the operator by relating them to patterns of behavior in real situations. The activity is observed to be modeled as a trace having a graph structure The trace is transformed according to metadata in order to become meaningful in the context of modeling theories. Our "Trace Based System" thus gathers both a representation of the activity and a representation of the analyst's expertise, for facilitating the discovery of knowledge in the field of cognitive psychology. The approach is illustrated by its application for car driver cognitive modeling.
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