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J-GLOBAL ID：201601007561918471   Update date: Oct. 31, 2024

Makoto Onizuka

オニヅカ マコト | Makoto Onizuka
Affiliation and department：
Osaka University Graduate School of Information Science and Technology Department of Multimedia Engineering

About Osaka University Graduate School of Information Science and Technology Department of Multimedia Engineering


Job title： Professor
Homepage URL  (2)： http://www-bigdata.ist.osaka-u.ac.jp/ ,  http://www-bigdata.ist.osaka-u.ac.jp
Research field  (1)： Database science
Research keywords  (1)： graph mining, query optimization, distributed data processing, data analytics, data mining
Research theme for competitive and other funds  (18)：
  • 2023 - 2028 自律協調型データベース統合基盤に関する研究
  • 2022 - 2028 検証可能なデータエコシステム
  • 2023 - 2027 Self-optimized graph database management system with deep learning
  • 2023 - 2027 多方路エラスティックネットワーク上 分散コンピューティングミドルウェアの研究開発
  • 2023 - 2026 Mapping the active universe with time series analysis of huge dataset based on wide field optical surveys
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Papers (176)：
  • Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao 0001, Makoto Onizuka, Chuan Xiao 0001. BClean: A Bayesian Data Cleaning System. ICDE. 2024. 3407-3420
  • Yuto Ikeda, Chuan Xiao 0001, Makoto Onizuka. An Efficient Diversity-Aware Method for the Empty-Answer Problem. DOLAP. 2024. 68-72
  • Yongrui Zhong, Yunqing Ge, Jianbin Qin, Shuyuan Zheng, Bo Tang 0016, Yu-Xuan Qiu, Rui Mao 0001, Ye Yuan 0001, Makoto Onizuka, Chuan Xiao 0001. Privacy-Enhanced Database Synthesis for Benchmark Publishing. CoRR. 2024. abs/2405.01312
  • Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka. Benchmark for Personalized Federated Learning. IEEE Open Journal of the Computer Society. 2023. 1-12
  • Naoki Chihara, Naoki Takata, Yasuhiro Fujiwara, Koki Noda, K. Toyoda, K. Higuchi, Makoto Onizuka. Effective detection of variable celestial objects using machine learning-based periodic analysis. Astron. Comput. 2023. 45. 100765-100765
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MISC (72)：
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Patents (85)：
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Books (1)：
  • Encyclopedia of Social Network Analysis and Mining
    Springer 2018 ISBN:9781493971312
Lectures and oral presentations  (12)：
  • Graph Neural Networks and Cloud Data Management
    (K-DS seminar, Korean Database consortium 2024)
  • 大規模言語モデル(LLM): 単語埋め込みから応用まで,グラフ深層学習の動向
    (オムロン社 AIx画像ワーキンググループ勉強会 2024)
  • 特許3.0 AI活用で知財強国に:生成AIの可能性と AI Samuraiの未来予想
    (AI Samurai 代表取締役 白坂一 出版記念特別講演 2023)
  • Techniques and Benchmarks: Cloud Data Management Using Machine Learning Techniques, and Graph Neural Networks
    (Brain Korea 21 Distinguished Seminar Series 2023)
  • AIを活用したビッグデータ管理の動向とソフトウェアテスティングへの期待
    (ソフトウェアエンジニアリングシンポジウム2023 2023)
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Education (1)：
  • 1987 - 1991 Tokyo Institute of Technology Faculty of Computer Science and Systems Engineering
Professional career (1)：
  • Doctor of Engineering (Tokyo Institute of Technology)
Work history (10)：
  • 2021/08 - 現在 Osaka University Department of Multimedia Engineering, Graduate School of Information Science and Technology
  • 2015/04 - 現在 National Institute of Informatics
  • 2014/07 - 現在 Graduate School of Information Science and Technology, Osaka University Department of Multimedia Engineering Professor
  • 2013/04 - 2014/06 The University of Electro-Communications Graduate School of Information Systems
  • 2012/04 - 2014/06 NTT Software innovation center Distinguished technical member
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Committee career (81)：
  • 2024/06 - 現在 The Database Society of Japan. Director
  • 2024/04 - 現在 Japan Science and Technology Agency CRONOS (Cutting-edge Research and Development on Information & Commnunication Sciences), Area advisor
  • 2023/02 - 現在 The Institute of Electronics, Information and Communication Engineers Special Section on Data Engineering and Information Management, Guest Editor
  • 2016/12 - 現在 和歌山県 近畿圏の有識者によるデータ利活用ネットワーク委員
  • 2016/07 - 現在 Shonan meeting Academic Committee
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Awards (28)：
  • 2023/07 - IEEE International Conference on Mobile Data Management (MDM) Best industry paper award Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander.
  • 2022/06 - 電子情報通信学会 DEIM 優秀論文賞 低ランク近似を介した選択的パラメータ更新による差分プライベート学習
  • 2020/07 - The 4th cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming (xSIG) Outstanding Research Award アボートの抑制を目的とするスレッド制御を用いたトランザクションへの資源割り当て
  • 2020/06 - The Database Society of Japan Best Paper Award
  • 2019/03 - 電子情報通信学会 DEIM 優秀論文賞 曖昧グラフにおける効率的なネットワーク信頼性の近似計算
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Association Membership(s) (4)：
ACM ,  The Database Society of Japan ,  The Institute of Electronics, Information and Communication Engineers ,  Information Processing Society 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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