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J-GLOBAL ID：202001018070073237   Update date: Jul. 27, 2024

Ohyama Tomoya

オオヤマ トモヤ | Ohyama Tomoya
Affiliation and department：
The University of Tokyo Information Technology Center

About The University of Tokyo Information Technology Center


Job title： Lecturer
Other affiliations (1)：
  • The University of Tokyo  Graduate School of Arts and Sciences Department of Multi-Disciplinary Sciences,General Systems Sciences 
Research field  (3)： Sociology ,  Other ,  Social systems engineering
Research keywords  (8)： crime prediction ,  environmental criminology ,  geographic information science ,  学習分析 ,  行動計量学 ,  social survey ,  sociological criminology ,  social psychology
Research theme for competitive and other funds  (8)：
  • 2021 - 2026 健康、防犯、防災行動を規定する社会ネットワーク構造の解明
  • 2021 - 2025 地理空間ビッグデータを用いた犯罪の時空間分析と社会実験への展開
  • 2021 - 2024 Predicting When Crime Will Occur: Building a Method for Temporal Crime Prediction
  • 2021 - 2022 犯罪の「危害」指標とマップの作成に関する研究
  • 2019 - 2021 日本型地理的犯罪予測手法の開発
Show all
Papers (20)：
  • Zahra Azizah, Tomoya Ohyama, Xiumin Zhao, Yuichi Ohkawa, Takashi Mitsuishi. Predicting at-risk students in the early stage of a blended learning course via machine learning using limited data. Computers and Education: Artificial Intelligence. 2024. 7. 100261-100261
  • Tomoya Ohyama, Takashi Mitsuishi. Visualization of Class-wide Fluctuations in Motivation Through Analysis of Orthodox LMS Logs. Proceedings of EdMedia + Innovate Learning. 2024. 479-485
  • Tomoya Ohyama, Ilgon Kim, Kwang-Ho Jang. A Time-Focused Approach to Crime Prediction: An Analysis in Seoul. Proceedings of 9th International Conference on Business and Industrial Research (ICBIR). 2024
  • 今井 巧, 雨宮 護, 島田 貴仁, 讃井 知, 大山 智也. 子供の前兆事案被害における保護者の警察・学校への連絡意図の形成要因. 都市計画論文集. 2023. 58. 3
  • Zahra Azizah, Tomoya Ohyama, Xiumin Zhao, Yuichi Ohkawa, Takashi Mitsuishi. Measuring Motivational Pattern on Second Language Learning and its Relationships to Academic Performance: A Case Study of Blended Learning Course. IEICE Transactions. 2023. E106-D. 11. 1842-1853
ｍore...
MISC (38)：
  • 大山智也, 田中秀樹, 長谷川真吾, 田中弓子, 三石大. 学習履歴を可視化するラーニングアクティビティ・レポートシステム. AXIES2023. 2023
  • Tomoya Ohyama, Ilgon Kim. Can we predict the timing of crime?: An Attempt at Spatio-Temporal Crime Prediction. 2023
  • 大山智也, 三石大. 大学生の学習パフォーマンスはLMS ログで予測できるか?:グラフ特徴量を用いた検討. 日本行動計量学会第51回大会. 2023
  • 大山智也, 羽生和紀, 谷真如, 中江百花. 新たな犯罪危害指数としての心理的損害スコア:社会調査を通じた市民による犯罪危害評価と行動選択への影響. 日本行動計量学会第51回大会. 2023
  • 大山智也, 羽生和紀, 谷真如, 中江百花. 犯罪危害と居住地選好:オンライン地図調査を用いた検討. 日本環境心理学会第16回大会. 2023
ｍore...
Books (1)：
  • 犯罪予測 : AIによる分析
    成文堂 2022 ISBN:9784792353612
Lectures and oral presentations  (52)：
  • Visualization of Class-wide Fluctuations in Motivation Through Analysis of Orthodox LMS Logs.
    (EdMedia + Innovate Learning 2024 2024)
  • Design of Communication Environment for Collaborative Learning in The Metaverse
    (EDULEARN24 2024)
  • A Time-Focused Approach to Crime Prediction: An Analysis in Seoul.
    (9th International Conference on Business and Industrial Research (ICBIR) 2024)
  • 学習履歴を可視化するラーニングアクティビティ・レポートシステム
    (AXIES2023 2023)
  • Can we predict the timing of crime?: An Attempt at Spatio-Temporal Crime Prediction
    (2023)
ｍore...
Education (3)：
  • 2017 - 2020 University of Tsukuba Doctor's Program of Policy and Planning Science, Graduate School of Systems and Information Engineering
  • 2015 - 2017 University of Tsukuba Master’s Program of Policy and Planning Science, Graduate School of Systems and Information Engineering
  • 2005 - 2010 The University of Tokyo Social Psychology course, Faculty of Letters
Work history (6)：
  • 2021/11 - 2024/03 Tohoku University
  • 2021/10 - 2024/03 Tohoku University Center for Data-driven Science and Artificial Intelligence Division for Digital Learning Assistant Professor
  • 2020/07 - 2021/09 University of Tsukuba Department of Policy and Planning Sciences, Faculty of Engineering, Information and Systems Assistant Professor
  • 2020/04 - 2020/06 Japan Society for the Promotion of Science Research Fellow PD
  • 2019/04 - 2020/03 Japan Society for the Promotion of Science Research Fellow DC2
Show all
Awards (8)：
  • 2020/10 - GIS Association of Japan The Encouragement Award 2020
  • 2020/05 - The City Planning Institute of Japan The Annual Excellent Paper Award 2019 Crime Prediction of Refund Scams at Unmanned ATMs - Focusing on Environmental Settings of Unmanned ATMs and Repeatability of Crime-
  • 2019/03 - Major of Policy and Planning Science, Graduate School of Systems and Information Engineering, University of Tsukuba The Graduate School of Policy and Planning Science Dean’s Academic Prize
  • 2018/10 - GIS Association of Japan The Poster Session Award The relationship between refund scam and physical and social environment of unmanned ATMs
  • 2018/10 - GIS Association of Japan The Excellent Presentation Award for Young Researcher An examination of crime prediction method combining environmental factors and crime occurrence information
Show all
Association Membership(s) (7)：
Japanese Society for Information and Systems in Education ,  The Behaviormetric Society of Japan ,  Japanese Association of Sociological Criminology ,  Japanese Association of Criminal Psychology ,  The City Plannnig Institute of Japan ,  The Japanese Society of Environmental Psychology ,  GIS Association of Japan
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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