{"title":"基于行为和上下文的最优导航(BeaCON)的数据挖掘","authors":"Arun Balakrishna, Tom Gross","doi":"10.54941/ahfe1004110","DOIUrl":null,"url":null,"abstract":"We demonstrate the data mining process for the creation of optimal\n guidance information using BeaCON (Behaviour and Context-Based Optimal\n Navigation), a driving simulator and analytics framework. BeaCON implements\n a novel framework for optimal navigation by integrating user-behavioural and\n user-cognitive navigation processes. Integration of cognitive models along\n with route information and behavioural models enables BeaCON not only to\n identify the high cognitive load scenarios while driving but also the root\n cause of it. Analysis of high cognitive load scenarios and the root cause\n can be used to create the principles for the generation of optimal guidance\n information.","PeriodicalId":231376,"journal":{"name":"Human Systems Engineering and Design (IHSED 2023): Future Trends\n and Applications","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Data mining with Behaviour and Context-Based Optimal Navigation (BeaCON)\\n for Optimal Navigation\",\"authors\":\"Arun Balakrishna, Tom Gross\",\"doi\":\"10.54941/ahfe1004110\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We demonstrate the data mining process for the creation of optimal\\n guidance information using BeaCON (Behaviour and Context-Based Optimal\\n Navigation), a driving simulator and analytics framework. BeaCON implements\\n a novel framework for optimal navigation by integrating user-behavioural and\\n user-cognitive navigation processes. Integration of cognitive models along\\n with route information and behavioural models enables BeaCON not only to\\n identify the high cognitive load scenarios while driving but also the root\\n cause of it. Analysis of high cognitive load scenarios and the root cause\\n can be used to create the principles for the generation of optimal guidance\\n information.\",\"PeriodicalId\":231376,\"journal\":{\"name\":\"Human Systems Engineering and Design (IHSED 2023): Future Trends\\n and Applications\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Human Systems Engineering and Design (IHSED 2023): Future Trends\\n and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.54941/ahfe1004110\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human Systems Engineering and Design (IHSED 2023): Future Trends\n and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54941/ahfe1004110","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Data mining with Behaviour and Context-Based Optimal Navigation (BeaCON)
for Optimal Navigation
We demonstrate the data mining process for the creation of optimal
guidance information using BeaCON (Behaviour and Context-Based Optimal
Navigation), a driving simulator and analytics framework. BeaCON implements
a novel framework for optimal navigation by integrating user-behavioural and
user-cognitive navigation processes. Integration of cognitive models along
with route information and behavioural models enables BeaCON not only to
identify the high cognitive load scenarios while driving but also the root
cause of it. Analysis of high cognitive load scenarios and the root cause
can be used to create the principles for the generation of optimal guidance
information.