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

^*Corresponding author for this work

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

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.

Original language	English
Title of host publication	Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings
Editors	Ben Niu, Hideyuki Takagi, Yuhui Shi, Ying Tan
Publisher	Springer Verlag
Pages	608-614
Number of pages	7
ISBN (Print)	9783319618326
DOIs	https://doi.org/10.1007/978-3-319-61833-3_64
Publication status	Published - 2017
Event	8th International Conference on Swarm Intelligence, ICSI 2017 - Fukuoka, Japan Duration: 27 Jul 2017 → 1 Aug 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10386 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	8th International Conference on Swarm Intelligence, ICSI 2017
Country/Territory	Japan
City	Fukuoka
Period	27/07/17 → 1/08/17

Keywords

Driver model
Driving decision
Emotion
Personality
Vehicle simulation

Access to Document

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

Cite this

Xiao, Q., Hu, C., & Ding, G. (2017). A driver model based on emotion. In B. Niu, H. Takagi, Y. Shi, & Y. Tan (Eds.), Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings (pp. 608-614). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 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. editor / Ben Niu ; Hideyuki Takagi ; Yuhui Shi ; Ying Tan. Springer Verlag, 2017. pp. 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. in B Niu, H Takagi, Y Shi & Y Tan (eds), 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), vol. 10386 LNCS, Springer Verlag, pp. 608-614, 8th International Conference on Swarm Intelligence, ICSI 2017, Fukuoka, Japan, 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. ed. / Ben Niu; Hideyuki Takagi; Yuhui Shi; Ying Tan. Springer Verlag, 2017. p. 608-614 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10386 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

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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. In Niu B, Takagi H, Shi Y, Tan Y, editors, Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings. Springer Verlag. 2017. p. 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

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