Donghui Lin

Profile Information

Affiliation: Associate Professor, Faculty of Environmental, Life, Natural Science and Technology, Okayama University

Degree: 博士（情報学）(Sep, 2008, 京都大学)

Researcher number: 90534131
ORCID iD: https://orcid.org/0000-0001-9462-0216
J-GLOBAL ID: 201401078565880885
researchmap Member ID: 7000009169

External link: https://www.ic.cs.okayama-u.ac.jp/~lindh

Major Research Interests

Research Areas

Research History

Apr, 2023 - Present

Associate Professor, Faculty of Environmental, Life, Natural Science and Technology Okayama University
Oct, 2022 - Mar, 2023

Associate Professor, Graduate School of Natural Science and Technology, Okayama University
Apr, 2018 - Sep, 2022

Program-Specific Associate Professor, Department of Social Informatics, Graduate School of Informatics, Kyoto University
Apr, 2015 - Mar, 2018

Assistant Professor, Department of Social Informatics, Graduate School of Informatics, Kyoto University
Jan, 2012 - Apr, 2015

Program-Specific Assistant Professor, Department of Social Informatics, Graduate School of Informatics, Kyoto University
Oct, 2008 - Dec, 2011

Researcher, National Institute of Information and Communications Technology

Education

Oct, 2005 - Sep, 2008

Department of Social Informatics, Graduate School of Informatics, Kyoto University
Sep, 2002 - Mar, 2005

Department of Computer Science and Engineering, Shanghai Jiao Tong University

Committee Memberships

2023 - Present

Program Committee, IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI/IAT)
2023 - Present

Program Committee, IEEE International Conference on Agents
2023 - Present

Program Committee, Pacific Rim International Conference on Artificial Intelligence (PRICAI)
2022 - Present

専門委員, 電子情報通信学会合意と共創特別研究専門委員会
2022 - Present

Board Member, International Conference on Culture and Computing
2022 - Present

Program Committee, AAAI Conference on Artificial Intelligence (AAAI)
2021 - Present

Program Committee, IEEE International Conference on Web Services
2016 - Present

Scientific Committee, The Language Resources and Evaluation Conference
May, 2013 - Present

Committee Member, IEICE Technical Committee on Service Computing
2013 - Present

Program Committee, IEEE International Symposium on Service Oriented System Engineering
Apr, 2023 - Mar, 2025

中国支部幹事, 情報処理学会
2023 - 2023

オンライン会議担当代表, 2023年度(第74回)電気・情報関連学会中国支部連合大会
2022 - 2022

Local Organization Committee, The 36th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI)
2021 - 2021

Publicity Chair, IEEE International Conference on Agents
2013 - 2021

Program Committee, IEEE International Conference on Services Computing
2019 - 2020

Program Committee, International Conference on Autonomous Agents and Multiagent Systems (AAMAS)
2018 - 2020

Program Committee, International Conference on Principles and Practice of Multi-Agent Systems (PRIMA)
2018 - 2018

Workshop Organizer, International Workshop on Massively Multi-agent Systems in conjunction with IJCAI/AAMAS 2018
2011 - 2018

Program Committee, International Conference on Cloud Computing and Services Science
2013 - 2017

Program Co-Chair, International Conference on Culture and Computing

Awards

May, 2013

The Achievement Award, Research and Development of a Multi-lingual Service Infrastructure on the Internet - The Language Grid, The Institute of Electronics, Information and Communication Engineers

Toru Ishida, Yohei Murakami, Donghui Lin

Papers

129

LLM-based Interoperable IoT Service Platform

Ryutaro Yokotsuji, Donghui Lin, Fumito Uwano

The 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, Dec, 2024 Peer-reviewedCorresponding author
Safe Multi-agent Reinforcement Learning for Drone Routing Problems

Masahiro Kaji, Donghui Lin, Fumito Uwano

The 25th International Conference on Principles and Practice of Multi-Agent Systems, Nov, 2024 Peer-reviewedCorresponding author
The crowd in MOOCs: a study of learning patterns at scale

Xin Zhou, Aixin Sun, Jie Zhang, Donghui Lin

Interactive Learning Environments, 1-15, Aug 20, 2024 Peer-reviewedLast author
Designing and Analyzing Human-in-the-Loop Service Compositions

Donghui Lin

Human-Centered Services Computing for Smart Cities, 23-56, May 5, 2024 Peer-reviewedInvitedLead authorLast authorCorresponding author
Layer-refined Graph Convolutional Networks for Recommendation.

Xin Zhou, Donghui Lin, Yong Liu, Chunyan Miao

The 39th IEEE International Conference on Data Engineering (IEEE ICDE 2023), 1247-1259, 2023 Peer-reviewed
MARL4DRP: Benchmarking Cooperative Multi-agent Reinforcement Learning Algorithms for Drone Routing Problems.

Shiyao Ding, Hideki Aoyama, Donghui Lin

20th Pacific Rim International Conference on Artificial Intelligence (PRICAI2023), 459-465, 2023 Peer-reviewedLast authorCorresponding author
Understanding Open Collaboration of Wikipedia Good Articles with Factor Analysis.

Huichen Chou, Donghui Lin, Toru Ishida

Journal of Information & Knowledge Management, 21(3) 2250030-22, Sep, 2022 Peer-reviewedCorresponding author
Combining Multiagent Reinforcement Learning and Search Method for Drone Delivery on a Non-grid Graph.

Shiyao Ding, Hideki Aoyama, Donghui Lin

PAAMS, 112-126, Jul, 2022 Peer-reviewedLast author
TMchain: A Blockchain-based Collaboration System for Teaching Materials.

Huichen Chou, Donghui Lin, Takao Nakaguchi, Toru Ishida

Journal of Information Processing, 30 343-351, May, 2022 Peer-reviewedCorresponding author
Multi-Agent Reinforcement Learning for Cooperative Task Offloading in Distributed Edge Cloud Computing.

Shiyao Ding, Donghui Lin

IEICE Trans. Inf. Syst., 105(5) 936-945, May, 2022 Peer-reviewedLast authorCorresponding author
Deep Coalitional Q-Learning for Dynamic Coalition Formation in Edge Computing.

Shiyao Ding, Donghui Lin

IEICE Trans. Inf. Syst., 105(5) 864-872, May, 2022 Peer-reviewedLast authorCorresponding author
IoT Service Platform for Interoperability among Heterogeneous IoT Devices and Web Services

大川楠人, LIN Donghui, 村上陽平, 中口孝雄

電子情報通信学会論文誌 D, J105-D(1) 41-51, Jan, 2022 Peer-reviewedCorresponding author
Graph Convolutional Reinforcement Learning for Dependent Task Allocation in Edge Computing.

Shiyao Ding, Donghui Lin, Xin Zhou

IEEE ICA, 25-30, Dec, 2021 Peer-reviewedCorresponding author
A Blockchain-Based Collaboration Framework for Teaching Material Creation.

Huichen Chou, Donghui Lin, Takao Nakaguchi, Toru Ishida

Learning and Collaboration Technologies: New Challenges and Learning Experiences - 8th International Conference, 3-14, Jul, 2021 Peer-reviewedCorresponding author
A Constraint-based Approach to Edge Resource Allocation for Complex Event Processing.

Bowen Wei, Donghui Lin, Shiyao Ding

IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology(WI/IAT), 526-531, Dec, 2020 Peer-reviewedCorresponding author
A Coalitional Markov Decision Process Model for Dynamic Coalition Formation among Agents.

Shiyao Ding, Donghui Lin

IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology(WI/IAT), 308-315, Dec, 2020 Peer-reviewedLast authorCorresponding author
Dynamic Task Allocation for Cost-Efficient Edge Cloud Computing

Shiyao Ding, Donghui Lin

The 17th IEEE International Conference on Services Computing (IEEE SCC 2020), 218-225, Oct, 2020 Peer-reviewedLast authorCorresponding author
Effect of Cultural Misunderstanding Warning in MT-Mediated Communication

Mondheera Pituxcoosuvarn, Yohei Murakami, Donghui Lin, Toru Ishida

26th International Conference on Collaboration Technologies and Social Computing (CollabTech 2020), 112-127, Sep, 2020 Peer-reviewed
Secure Agents for Supporting Best-Balanced Multilingual Communication.

Mondheera Pituxcoosuvarn, Takao Nakaguchi, Donghui Lin, Toru Ishida

The 22nd International Conference on Human-Computer Interaction (HCII 2020), HCI(13) 376-388, Jul, 2020 Peer-reviewed
Understanding Open Collaboration of Wikipedia Good Articles

Huichen Chou, Donghui Lin, Toru Ishida, Naomi Yamashita

The 22nd International Conference on Human-Computer Interaction (HCII 2020), HCI(15) 29-43, Jul, 2020 Peer-reviewedCorresponding author

Misc.

Drone Routing Problem: Multi-agent Path Finding Problem for Safe and Efﬁcient Last-mile Delivery

Hideki Aoyama, Atuyoshi Kita, Shiyao Ding, Donghui Lin

Last-Mile Robotics Workshop on International Conference on Intelligent Robots and Systems (IROS2023), Oct, 2023 Peer-reviewedLast author
Non-Grid Multiagent Pathfinding via Combining Learning-based Method and Search-based Method

DING Shiyao, AOYAMA Hideki, LIN Donghui

Proceedings of the Annual Conference of JSAI, JSAI2022 1S1IS302-1S1IS302, Jun, 2022 Peer-reviewedLast authorCorresponding author
Multi-agent Reinforcement Learning using Shortest Path Information for Drone Routing Problem

AOYAMA Hideki, DING Shiyao, LIN Donghui

Proceedings of the Annual Conference of JSAI, JSAI2022 3O3GS505-3O3GS505, Jun, 2022 Peer-reviewed
文化依存対話エージェントの構築—Realizing Culturally Situated Dialogue Agent—人工知能と知識処理

奥野僚介, 林冬恵, 大谷雅之, 石田亨

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 117(452) 37-41, Feb 27, 2018
連邦制運営の拡大のためのサービス基盤連携モデル

中口孝雄, 村上陽平, 林冬惠, 石田亨

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 117(271) 7-11, Nov 2, 2017
Situated Service Composition for Sensor Services

116(518) 27-32, Mar 10, 2017
Evaluating Skills of Crowd Workers Based on Awarded Contracts

115(393) 19-24, Jan 15, 2016
クラウドソーシングにおける協調作業の実践と評価

大谷直樹, 中山愛, 飯尾英晃, 伊藤聡比古, 林冬惠, 村上陽平, 田中優子

人工知能学会全国大会論文集, JSAI2016 1L5OS09b3-1L5OS09b3, 2016
D-9-34 Designing Multilingual Communication Environment Using Free and Fixed Sentences

Kitagawa Daisuke, Otani Masayuki, Lin Donghui, Ishida Toru

Proceedings of the IEICE General Conference, 2015(1) 151, Feb 24, 2015
D-23-5 Dynamic Control of Composite Service in Crowdsourcing Environment

Goto Shinsuke, Lin Donghui, Ishida Toru

Proceedings of the IEICE General Conference, 2015(2) 200, Feb 24, 2015
ベトナム農業支援における多言語知識コミュニケーション—Multi-Language Knowledge Communication on Agricultural Support Project in Vietnam—人工知能と知識処理

大谷雅之, 喜多香織, 林冬惠

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 113(441) 35-40, Feb 26, 2014
クラウドソーシングへの黒板アーキテクチャの適用—Applying Blackboard Architecture on Crowdsourcing

後藤真介, 林冬惠, 村上陽平

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 113(376) 13-18, Jan 10, 2014
翻訳連携プロセスにおける翻訳リペアサービス配置に関する分析

山口卓郎, 菱山玲子, 北川大輔, 中島悠, 稲葉利江子, 林冬惠

第75回全国大会講演論文集, 2013(1) 173-174, Mar 6, 2013
翻訳前編集を用いた多段翻訳プロセスによるベトナム農業支援

北川大輔, 中島悠, 菱山玲子, 稲葉利江子, 林冬惠, 石田亨

第75回全国大会講演論文集, 2013(1) 171-172, Mar 6, 2013
多言語知識コミュニケーションの分析と改善

喜多香織, 高崎俊之, 林冬惠, 中島悠, 石田亨

第75回全国大会講演論文集, 2013(1) 169-170, Mar 6, 2013
Consistency Management in Parallel Multilingual Documents.

AmitPariyar, 石田亨, 林冬惠

第75回全国大会講演論文集, 2013(1) 617-618, Mar 6, 2013
Inducing Bilingual Lexicon Using Pivot Language

2013(1) 191-192, Mar 6, 2013
多言語コミュニケーション分析のためのゲーミング環境

中島悠, 菱山玲子, 林冬惠, 中口孝雄

第75回全国大会講演論文集, 2013(1) 17-18, Mar 6, 2013
Evaluation of the Interactivity of Translation Systems

2013(1) 77-78, Mar 6, 2013
ゲーミング環境を利用した多言語サービスマネジメント—Multilingual Service Management with Gaming Environment—人工知能と知識処理

中島悠, 菱山玲子, 林冬惠

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 112(435) 51-55, Feb 18, 2013

Books and Other Publications

Massively multi-agent systems II

Donghui Lin, Toru Ishida, Franco Zambonelli, Itsuki Noda (Role: Joint editor)

Springer, May, 2019 (ISBN: 9783030209360)
Services computing for language resources

Yohei Murakami, Donghui Lin, Toru Ishida

Springer, 2018 (ISBN: 9789811077920)
Worldwide language service infrastructure

Yohei Murakami, Donghui Lin

Springer, 2016 (ISBN: 9783319314679)

Presentations

大規模言語モデルを活用したIoTサービス基盤の構築

横辻龍太郎, 林冬惠

第23回情報科学技術フォーラム, Sep 4, 2024
ドローン配送問題のための安全制約付きマルチエージェント強化学習

加地正拡, 林冬惠

第23回情報科学技術フォーラム, Sep 4, 2024
安全なマルチエージェント強化学習によるドローン配送

加地正拡, 林冬惠

情報処理学会第86回全国大会, Mar 17, 2024
エッジAIにおける軽量化した推論モデルの性能分析

北和樹, 林冬惠

情報処理学会第86回全国大会, Mar 16, 2024
大規模言語モデルに基づくIoTサービスの実現

横辻龍太郎, 林冬惠

情報処理学会第86回全国大会, Mar 15, 2024
強化学習に基づくマルチエージェント経路探索問題の環境構築

西川昌弥, 林冬惠

情報処理学会第86回全国大会, Mar 15, 2024
強化学習に基づくドローン配送問題の報酬設計

村松俊輔, 林冬惠

情報処理学会第86回全国大会, Mar 15, 2024
マルチエージェント強化学習によるドローン配送経路計画

Donghui Lin, Shiyao Ding, Hideki Aoyama

第9回岡山大学AI研究会, Dec 21, 2022
コスト効率のよいエッジクラウドコンピューティングにおける動的タスク割り当て

Donghui Lin

第20回情報科学技術フォーラム (FIT 2021) トップコンファレンスセッション, Aug, 2021 Invited
Multi-Language Service Design: Enabling Technologies and Applications

Donghui Lin

10th International Conference on E-Education, E-Business, E-Management and E-Learning, Jan, 2019 Invited
連邦制運営の拡大のためのサービス基盤連携モデル (サービスコンピューティング)

中口孝雄, 村上陽平, 林冬惠, 石田亨

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, Nov 2, 2017, 電子情報通信学会
D-9-34 Designing Multilingual Communication Environment Using Free and Fixed Sentences

Kitagawa Daisuke, Otani Masayuki, Lin Donghui, Ishida Toru

Proceedings of the IEICE General Conference, Feb 24, 2015, The Institute of Electronics, Information and Communication Engineers
D-23-5 Dynamic Control of Composite Service in Crowdsourcing Environment

Goto Shinsuke, Lin Donghui, Ishida Toru

Proceedings of the IEICE General Conference, Feb 24, 2015, The Institute of Electronics, Information and Communication Engineers
知識伝達サービスにおける翻訳支援ボランティアへの動機づけ方略の評価

菱山玲子, 中島悠, 大谷雅之, LIN Donghui, 松原繁夫

ヒューマンインタフェースシンポジウム論文集(CD-ROM), Sep 9, 2014
Multi-Language Knowledge Communication on Agricultural Support Project in Vietnam

OTANI Masayuki, KITA Kaori, LIN Donghui, ISHIDA Toru

IEICE technical report. Artificial intelligence and knowledge-based processing, Feb 26, 2014, The Institute of Electronics, Information and Communication Engineers
Applying Blackboard Architecture on Crowdsourcing

GOTO Shinsuke, LIN Donghui, MURAKAMI Yohei, ISHIDA Toru

IEICE technical report. SC, Services Computing, Jan 10, 2014, The Institute of Electronics, Information and Communication Engineers
多言語コミュニケーション分析のためのゲーミング環境

中島悠, 菱山玲子, LIN Donghui, 中口孝雄

情報処理学会全国大会講演論文集, Mar 6, 2013
翻訳連携プロセスにおける翻訳リペアサービス配置に関する分析

山口卓郎, 菱山玲子, 北川大輔, 中島悠, 稲葉利江子, LIN Donghui

情報処理学会全国大会講演論文集, Mar 6, 2013
多言語知識コミュニケーションの分析と改善

喜多香織, 高崎俊之, LIN Donghui, 中島悠, 石田亨

情報処理学会全国大会講演論文集, Mar 6, 2013
翻訳前編集を用いた多段翻訳プロセスによるベトナム農業支援

北川大輔, 中島悠, 菱山玲子, 稲葉利江子, LIN Donghui, 石田亨

情報処理学会全国大会講演論文集, Mar 6, 2013

Teaching Experience

Apr, 2023 - Present

Laboratory Work and Practice on Basic Engineering (Faculty of Engineering, Okayama University)
Apr, 2023 - Present

Introduction to Information Technology, Electrical Engineering, and Mathematical and Data Sciences Program (Faculty of Engineering, Okayama University)
Apr, 2023 - Present

Digital Signal Processing (Faculty of Engineering, Okayama University)
Oct, 2022 - Present

情報工学実験C (ソフトウェア) (岡山大学工学部)
Oct, 2022 - Present

Advanced Research in Cloud Computing (岡山大学大学院自然科学研究科)
Oct, 2022 - Present

Multiagent System (岡山大学大学院自然科学研究科)
Oct, 2022 - Mar, 2023

情報工学実験B (メディア処理) (岡山大学工学部)
Oct, 2021 - Mar, 2023

Perspective in Informatics 5 (Kyoto University)
Apr, 2018 - Sep, 2022

Basic Informatics (Kyoto University)
Apr, 2018 - Sep, 2022

Information and Society (Kyoto University)
2018 - Sep, 2022

Practice of Basic Informatics (Kyoto University)
2016 - 2018

Practice of Information Systems (Kyoto University)
2015 - 2018

Computer Science Laboratory and Exercise (Kyoto University)
2012 - 2016

Information System Design (Kyoto University)

Professional Memberships

2021 - Present

The Japanese Society for Artificial Intelligence
IEEE
IPSJ
IEICE

Research Projects

IoT環境におけるAIエージェントの構築を支援するサービス基盤の研究

科学研究費助成事業, 基盤研究(B), 日本学術振興会, Apr, 2025 - Mar, 2029

林冬惠
Reinforcement Learning with Multi-Objective Evolutionary Computation in Strategic Decision-Making

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2024 - Mar, 2027
マルチエージェント強化学習による人間と合意形成する自動交渉エージェントの開発

科学研究費助成事業, 基盤研究(C), 日本学術振興会, Apr, 2023 - Mar, 2026

丁世堯, 伊藤孝行, 林冬惠
言語資源エコシステムのためのシェアリングエコノミーの構築

科学研究費助成事業基盤研究(B), 基盤研究(B), 日本学術振興会, Apr, 2021 - Mar, 2025

村上陽平, PITUXCOOSUVARN MONDHEERA, 石田亨, 林冬惠
Research on Interoperable and Self-organizing IoT Service Infrastructure

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B), Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2021 - Mar, 2024
Realizing IoT Services Based on Multiagent Systems

Grants-in-Aid for Scientific Research Grant-in-Aid for Challenging Research (Exploratory), Grant-in-Aid for Challenging Research (Exploratory), Japan Society for the Promotion of Science, Jul, 2020 - Mar, 2023
Realizing Situated Multi-Language Communication Environments Based on Service Composition

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B), Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2018 - Mar, 2021

Lin Donghui
Supporting Intercultural Collaboration with Multiagent Systems

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A), Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2021

ISHIDA TORU
World-Wide Sustainable Language Service Infrastructure Based on Multi-Agent Model

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (S), Grant-in-Aid for Scientific Research (S), Japan Society for the Promotion of Science, May, 2012 - Mar, 2017

Ishida Toru, KINNY David, NAKAJIMA Yuu, TAKADAMA Keiki, MORI Yumiko, TAKASAKI Toshiyuki
Research on Collective Intelligence Based on Services Computing

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A), Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, 2009 - 2011

ISHIDA Toru, MATSUBARA Shigeo, HATTORI Hiromitsu, MURAKAMI Yohei, LIN Donghui

Industrial Property Rights

特願2010-151652 情報システム, コアサーバ, サービス提供方法, およびプログラム

田仲正弘, 林冬惠, 村上陽平, 石田亨
特願2010-151651 情報システム, コアサーバ, サービスサーバ制御方法, およびプログラム

林冬惠, 村上陽平, 田仲正弘
特願2010-106127 サーバ装置, 情報処理方法, およびプログラム

林冬惠, 石田亨, 村上陽平, 田仲正弘

Profile Information

Major Research Interests

Research Areas

Research History

Education

Committee Memberships

Awards

Papers

Misc.

Books and Other Publications

Presentations

Teaching Experience

Professional Memberships

Research Projects

Industrial Property Rights

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Coauthors