Toshiya Arakawa


Toshiya Arakawa

J-GLOBAL         Last updated: Oct 14, 2019 at 22:03
 
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Name
Toshiya Arakawa
URL
http://www1.aut.ac.jp/~arakawa-lab
Affiliation
Aichi University of Technology
Section
Faculty of Engineering
Job title
Professor
Degree
Ph.D(SOKENDAI (The Graduate University for Advanced Studies))
Other affiliation
Graduate school of Aichi University of TechnologyITS research center, Aichi University of TechnologyPolicy research center, National Graduate Institute for Policy Studies, GRIPS
Research funding number
50631248
ORCID ID
0000-0002-3501-1055

Profile

I had been researched about automotive ergonomics and human machine interface at Subaru Technical Research Center of Fuji Heavy Industries Ltd. (now SUBARU corp.) for about 10 years. I convinced that the age of data science would come to the area of vehicle mechanics, thus I entered graduate school doctoral program in 2008, and acquired a PhD degree in 2012. My PhD thesis theme is about machine learning, and I also studied statistical science for achieving my PhD theme. My current research themes are advancing widely besides automotive ergonomics. The main themes are as follows:
・Reliance on autonomous driving and human factors in system failure of autonomous driving system
・Human Machine Interface
・Detection and estimation of driver's state and evaluation of in-vehicle interface using driving simulator
・Estimation of consomic mice's behavior based on machine learning, such as hidden Markov model
・Development of mathematical modeling method for risk management under uncertain situation and system optimization

Research Areas

 

Academic & Professional Experience

 
Apr 2016
 - 
Today
Professor, Dept. of Mechanical Systems Engineering, Aichi University of Technology
 
Apr 2013
 - 
Mar 2016
Associate Professor, Dept. of Mechanical Systems Engineering, Aichi University of Technology
 
Apr 2013
 - 
Mar 2016
Joint researcher of "Genetic function systems engineering", Research Organization of Information and Systems
 
Mar 2013
 - 
Mar 2013
Policy Studies Course, National Graduate Institute for Policy Studies
 
Sep 2012
 - 
Mar 2013
visiting researcher, Department of Mathematical Analysis and Statistical Inference, The Institute of Statistical Mathematics
 

Education

 
Oct 2008
 - 
Sep 2012
Department of Statistical Science, School of Multidisciplinary Sciences, SOKENDAI (The Graduate University for Advanced Studies)
 
Apr 2001
 - 
Mar 2003
The Department of General Systems Studies, Graduate School of Arts and Sciences, The University of Tokyo
 
Apr 1997
 - 
Mar 2001
Department of mechanical engineering, Department of Science and Engineering, Waseda University
 

Committee Memberships

 
Apr 2016
 - 
Today
Society of Automotive Engineers of Japan, Inc.  Electronics Committee
 
Jul 2014
 - 
Today
Aichi ITS Council  special member
 
Apr 2013
 - 
Today
Society of Automotive Engineers of Japan, Inc.  Human Factors Committee
 
Apr 2012
 - 
Feb 2013
Society of Automotive Engineers of Japan, Inc.  Driver Evaluation Methods Committee
 
Dec 2003
 - 
Oct 2006
Society of Automotive Engineers of Japan, Inc.  Driver Evaluation Methods Committee
 

Awards & Honors

 
Sep 2016
Excellent Presentation Award, The Institute of Industrial Applications Engineers Annual Conference 2016
Winner: Toshiya Arakawa, Kenta Kaminaga, Noriaki Sakakibara and Shinji Kondo
 
Jun 2016
Best Lecturer Prize (2015), Aichi University of Technology
 
Jun 2015
Best Lecturer Prize (2014), Aichi University of Technology
 
Jan 2015
Estimation of 3D Sound Warning of Vehicle for Support Prevention of Crossing Collisions Based of Recognition and Judgement, Best Paper Award (2014), The Institute of Industrial Applications Engineers
 
Sep 2014
Excellent Presentation Award, IIAE Annual Conference 2014
Winner: Masayasu Tanaka, Fumiaki Obayashi, Toshiya Arakawa, Shinji Kondo and Kazuhiro Kozuka
 

Published Papers

 
Practical use of Google Forms in the examination course for Mechanical Design Engineers Grade 3
Toshiya Arakawa
工学教育   67(2) 2_75-2_79   Mar 2019   [Refereed]
Immersive Virtual Reality Supporting Content for Evaluating Interface Using Oculus Rift and Leap Motion
Kento Yasui, Ryuta Kawai and Toshiya Arakawa
International Journal of Innovative Computing, Information and Control   15(2) 591-605   Apr 2019   [Refereed]
Trial Development of Nursing Care Robot Moving by Intuitive Hand Motion
Ryuta Kawai, Toshiya Arakawa
International Journal of Innovative Computing, Information and Control      2019   [Refereed]
筋電位センサを用いた低コスト軽量ロボットアームの設計と評価
Hyuga Fuki, Toshiya Arakawa
産業応用工学会論文誌   6(2) 79-87   Sep 2018   [Refereed]
Psychophysical assessment of a driver’s mental state in autonomous vehicles
Toshiya Arakawa, Ryosuke Hibi and Taka-aki Fujishiro
Transportation Research Part A: Policy and Practice   124 587-610   Jun 2019   [Refereed]

Misc

 
レベル3以上の自動運転との正しい付き合い方とは? - 自動運転システムへの依存および システム破綻後のドライバ状態の観点から -
Toshiya Arakawa
(2019年2月号) 6-11   Feb 2019
Trial Visualization of Bio-data by AutoEncoder
Seisuke Kasaoki, Toshiya Arakawa
「不確実状況下での動的状態推定と知能情報科学の融合(2)」統計数理研究所共同研究リポート419   13-16   Mar 2019
自動車運転中の”ながらスマホ”の影響の計測
Fumiaki Obayashi, Toshiya Arakawa and Kazuhiro Kozuka
愛知工科大学紀要   16 27-34   Mar 2019
駅ホーム上歩行中におけるスマートフォン使用時の視線特性
Fumiaki Obayashi, Toshiya Arakawa and Kazuhiro Kozuka
愛知工科大学紀要   16 35-38   2019
「修学形成1・2」におけるエンジニアリング基礎教育の取り組み
Toshiya Arakawa, Ito Yoshiharu
15 33-40   Mar 2018

Books etc

 
Advances in Mathematics Research
Toshiya Arakawa (Part:Contributor, Application of Hidden Markov Models for Estimating the Estrus and Nonestrus Behaviors of Goats)
Nova Science Publishers   2018   
生体データ活用の最前線 ~ スマートセンシングによる生体情報計測とその応用 ~
Toshiya Arakawa (Part:Joint Work)
Apr 2017   
Multiple regression analysis for 4 weeks
Toshiya Arakawa
Oct 2016   
Automated Estimation of Mouse Social Behaviours Based on a Hidden Markov Model
Toshiya Arakawa, Aki Takahashi, Akira Tanave, Satoshi Kakihara, Tsuyoshi Koide and Takashi Tsuchiya (Part:Joint Work, in “Hidden Markov Models: Methods and Protocols” (Eds. David R. Westhead and M. S. Vijayabasker), Chapter 14)
Springer   Feb 2017   
Handbook of Biochips
Toshiya Arakawa, Noriaki Sakakibara and Shinji Kondo (Part:Contributor, Development and Evaluation of a Continuous Blood Pressure Monitoring System)
Springer   

Conference Activities & Talks

 
Drowsiness Estimation Using Hidden Markov Model
Masanori Kawaguchi, Ryo Ariizumi, Toshiya Arakawa, Naoya Ooue, Masaru Murayama, Shhunichi Azuma and Toru Asai
24 May 2019   
画像処理技術を応用した誤射防止装置の開発
Yusuke Nagai, Toshiya Arakawa
計測自動制御学会中部支部 2018年度若手研究発表会   29 Nov 2018   
自動運転システムに対する依存とシステム破綻時のドライバ状態に関する考察
Toshiya Arakawa
計測自動制御学会 システム・情報部門 学術講演会 2018   26 Nov 2018   
複雑な環境に柔軟に適応できる福祉ロボットの開発
Ryuta Kawai, Toshiya Arakawa
計測自動制御学会 システム・情報部門 学術講演会 2018   25 Nov 2018   
香りインタフェースの車載警報適用の可能性
Tomoki Yoshikawa, Toshiya Arakawa
計測自動制御学会 システム・情報部門 学術講演会 2018   25 Nov 2018   

Research Grants & Projects

 
情報・システム研究機構 統計数理研究所: 共同利用研究 一般研究2
Project Year: Apr 2017 - Mar 2019    Investigator(s): Norikazu Ikoma
Virtual Reality技術を用いたIoTモノづくり教育とその展開
愛知工科大学: 教育改革特別研究推進プロジェクト
Project Year: 2017 - 2018    Investigator(s): Toshiya Arakawa
東北大学との高度道路交通システムの共同研究 -DSのネットワーク化ならびにVRを使った津波時の交通量の研究-
愛知工科大学: 教育改革特別研究推進プロジェクト
Project Year: 2017 - 2018    Investigator(s): 宇野 新太郎

Others

 
Human Machine Interface
Over-reliance and reliance on autonomous driving system
Detection and control of driver's state based on bio-information
Development of mathematical modeling methods for risk management under uncertain conditions and system optimization