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

Ohyama Tomoya

オオヤマ トモヤ | Ohyama Tomoya
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Affiliation and department:
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
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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
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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
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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
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