A driver model based on emotion

Qiong Xiao; Changzhen Hu; Gangyi Ding

doi:10.1007/978-3-319-61833-3_64

A driver model based on emotion

Qiong Xiao^*, Changzhen Hu, Gangyi Ding

^*此作品的通讯作者

Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

In this paper, according to the problem that existing driver model can’t reflect some situations in actual driving, a driver model which considers the factors such as driver’s emotion, personality and road condition is built, the emotion model is introduced when the driver is in the process of traffic jams, car following, overtaking, lane changing, emergency situation and so on, the influence of the emotion state, driving destination and so on to the driving decision is analyzed, in addition, the driver’s states are detected by a camera, incentive or warning strategies will be given out according to the situation. At last, a virtual vehicle simulation is experimented based on this model.

源语言	英语
主期刊名	Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings
编辑	Ben Niu, Hideyuki Takagi, Yuhui Shi, Ying Tan
出版商	Springer Verlag
页	608-614
页数	7
ISBN（印刷版）	9783319618326
DOI	https://doi.org/10.1007/978-3-319-61833-3_64
出版状态	已出版 - 2017
活动	8th International Conference on Swarm Intelligence, ICSI 2017 - Fukuoka, 日本期限: 27 7月 2017 → 1 8月 2017

出版系列

姓名	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	10386 LNCS
ISSN（印刷版）	0302-9743
ISSN（电子版）	1611-3349

会议

会议	8th International Conference on Swarm Intelligence, ICSI 2017
国家/地区	日本
市	Fukuoka
时期	27/07/17 → 1/08/17

访问文件

10.1007/978-3-319-61833-3_64

其它文件与链接

链接到 Scopus 的出版物

引用此

Xiao, Q., Hu, C., & Ding, G. (2017). A driver model based on emotion. 在 B. Niu, H. Takagi, Y. Shi, & Y. Tan (编辑), Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings (页码 608-614). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 10386 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-61833-3_64

Xiao, Qiong ; Hu, Changzhen ; Ding, Gangyi. / A driver model based on emotion. Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings. 编辑 / Ben Niu ; Hideyuki Takagi ; Yuhui Shi ; Ying Tan. Springer Verlag, 2017. 页码 608-614 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{c8b48ef8addd4b29bcaccbb504053be1,

title = "A driver model based on emotion",

abstract = "In this paper, according to the problem that existing driver model can{\textquoteright}t reflect some situations in actual driving, a driver model which considers the factors such as driver{\textquoteright}s emotion, personality and road condition is built, the emotion model is introduced when the driver is in the process of traffic jams, car following, overtaking, lane changing, emergency situation and so on, the influence of the emotion state, driving destination and so on to the driving decision is analyzed, in addition, the driver{\textquoteright}s states are detected by a camera, incentive or warning strategies will be given out according to the situation. At last, a virtual vehicle simulation is experimented based on this model.",

keywords = "Driver model, Driving decision, Emotion, Personality, Vehicle simulation",

author = "Qiong Xiao and Changzhen Hu and Gangyi Ding",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2017.; 8th International Conference on Swarm Intelligence, ICSI 2017 ; Conference date: 27-07-2017 Through 01-08-2017",

year = "2017",

doi = "10.1007/978-3-319-61833-3_64",

language = "English",

isbn = "9783319618326",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "608--614",

editor = "Ben Niu and Hideyuki Takagi and Yuhui Shi and Ying Tan",

booktitle = "Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings",

address = "Germany",

}

Xiao, Q, Hu, C & Ding, G 2017, A driver model based on emotion. 在 B Niu, H Takagi, Y Shi & Y Tan (编辑), Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 10386 LNCS, Springer Verlag, 页码 608-614, 8th International Conference on Swarm Intelligence, ICSI 2017, Fukuoka, 日本, 27/07/17. https://doi.org/10.1007/978-3-319-61833-3_64

A driver model based on emotion. / Xiao, Qiong; Hu, Changzhen; Ding, Gangyi.
Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings. 编辑 / Ben Niu; Hideyuki Takagi; Yuhui Shi; Ying Tan. Springer Verlag, 2017. 页码 608-614 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 10386 LNCS).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A driver model based on emotion

AU - Xiao, Qiong

AU - Hu, Changzhen

AU - Ding, Gangyi

N1 - Publisher Copyright: © Springer International Publishing AG 2017.

PY - 2017

Y1 - 2017

N2 - In this paper, according to the problem that existing driver model can’t reflect some situations in actual driving, a driver model which considers the factors such as driver’s emotion, personality and road condition is built, the emotion model is introduced when the driver is in the process of traffic jams, car following, overtaking, lane changing, emergency situation and so on, the influence of the emotion state, driving destination and so on to the driving decision is analyzed, in addition, the driver’s states are detected by a camera, incentive or warning strategies will be given out according to the situation. At last, a virtual vehicle simulation is experimented based on this model.

AB - In this paper, according to the problem that existing driver model can’t reflect some situations in actual driving, a driver model which considers the factors such as driver’s emotion, personality and road condition is built, the emotion model is introduced when the driver is in the process of traffic jams, car following, overtaking, lane changing, emergency situation and so on, the influence of the emotion state, driving destination and so on to the driving decision is analyzed, in addition, the driver’s states are detected by a camera, incentive or warning strategies will be given out according to the situation. At last, a virtual vehicle simulation is experimented based on this model.

KW - Driver model

KW - Driving decision

KW - Emotion

KW - Personality

KW - Vehicle simulation

UR - http://www.scopus.com/inward/record.url?scp=85026733406&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-61833-3_64

DO - 10.1007/978-3-319-61833-3_64

M3 - Conference contribution

AN - SCOPUS:85026733406

SN - 9783319618326

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 608

EP - 614

BT - Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings

A2 - Niu, Ben

A2 - Takagi, Hideyuki

A2 - Shi, Yuhui

A2 - Tan, Ying

PB - Springer Verlag

T2 - 8th International Conference on Swarm Intelligence, ICSI 2017

Y2 - 27 July 2017 through 1 August 2017

ER -

Xiao Q, Hu C, Ding G. A driver model based on emotion. 在 Niu B, Takagi H, Shi Y, Tan Y, 编辑, Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings. Springer Verlag. 2017. 页码 608-614. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-61833-3_64

A driver model based on emotion

摘要

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引用此