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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

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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

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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)

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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

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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