Rchr
J-GLOBAL ID：201601016780168932   Update date: Dec. 19, 2024

Egami Shusaku

エガミ シュウサク | Egami Shusaku
Affiliation and department：
National Institute of Advanced Industrial Science and Technology Artificial Intelligence Research Center

About National Institute of Advanced Industrial Science and Technology Artificial Intelligence Research Center


Job title： Senior Researcher
Other affiliations (2)：
Homepage URL  (2)： https://shusaku-egami.jp/ ,  https://shusaku-egami.jp/index-e.html
Research field  (2)： Web and service informatics ,  Intelligent informatics
Research keywords  (14)： Semantic Web ,  Ontology ,  Knowledge Graph ,  知識グラフ ,  Linked Open Data ,  Machine Learning ,  Representation Learning ,  Data Mining ,  Natural Language Processing ,  Information Retrieval ,  Data Engineering ,  Knowledge Representation ,  Knowledge Engineering ,  Open Data
Research theme for competitive and other funds  (7)：
  • 2023 - 2027 SNS・IoT・オープンデータ融合マイニングによる施策に対する人々の行動変化予測
  • 2022 - 2025 意味的な妥当性・検索性能・学習精度を考慮したイベント情報のナレッジグラフ化の研究
  • 2019 - 2024 解釈可能なAIシステムの実現に向けたナレッジグラフに基づく推論・推定技術の体系化
  • 2020 - 2021 Foundation of the management platform of patients’ locational data for pandemic response
  • 2019 - 2021 Study on construction and transfer of knowledge graphs from heterogeneous data for predicting traffic problems
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Papers (70)：
  • Jin Aoyama, Sudesna Chakraborty, Takeshi Morita, Shusaku Egami, Takanori Ugai, Ken Fukuda. Household Task Planning with Multi-Objects State and Relationship using Large Language Models based Preconditions Verification. Proceedings of the 17th International Conference on Agents and Artificial Intelligence (ICAART2025). 2025. to appear
  • Fumika Okuhara, Shusaku Egami, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga. Automatic Question Generation Based On Historical Panoramic Knowledge Graphs And Inference Rules. Transactions of the Japanese Society for Artificial Intelligence. 2025. 40. 1
  • Fumika Okuhara, Shusaku Egami, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga. Automatic Question Generation with Knowledge Graph for Panoramic Learning. Proceedings of the IEEE 21st International Conference on Information Technology Based Higher Education and Training (ITHET2024). 2024. to appear
  • Fumikatsu Anaguchi, Sudesna Chakraborty, Takeshi Morita, Shusaku Egami, Takanori Ugai, Ken Fukuda. Reasoning and Justification System for Domestic Hazardous Behaviors Based on Knowledge Graph of Daily Activities and Retrieval-Augmented Generation. Proceedings of the Twelfth International Symposium on Computing and Networking (CANDAR2024). 2024. to appear
  • Fumiya Mitsuji, Sudesna Chakraborty, Takeshi Morita, Shusaku Egami, Takanori Ugai, Ken Fukuda. Entity Linking for Wikidata using Large Language Models and Wikipedia Links. Proceedings of the 9th International Workshop on GPU Computing and AI in conjunction with Twelfth International Symposium on Computing and Networking (CANDAR2024). 2024. to appear
ｍore...
MISC (72)：
  • 馬場翔士, 江上周作, 高間康史, 福田賢一郎. 不確実性を考慮した知識グラフ埋め込みのための説明手法の提案. 第63回人工知能学会セマンティックウェブとオントロジー研究会. 2024. SIG-SWO-063-04. 1-8
  • 青山仁, チャクラボルティシュデシナ, 森田武史, 鵜飼孝典, 江上周作, 福田賢一郎. 大規模言語モデルを用いたオブジェクトの状態と関係に基づく家庭内タスクプランニング. 第63回人工知能学会セマンティックウェブとオントロジー研究会. 2024. SIG-SWO-063-10. 1-10
  • 太田葵, 江上周作, 高間康史, 福田賢一郎. エージェント視点の時空間シーングラフとLLMを用いた物体探索手法の提案. 第42回日本ロボット学会学術講演会. 2024. RSJ2024AC3D3-05. 1-4
  • Swe Nwe Nwe Htun, Shusaku Egami, Takanori Ugai, Yuijun Duan, Ken Fukuda. 3D Spatial Grounding in Virtual Environments: A VirtualHome2KG Study. 2024
  • Takanori Ugai, Kensho Hara, Shusaku Egami, Ken Fukuda. Multimodal Datasets and Benchmarks for Reasoning about Dynamic Spatio-Temporality in Everyday Environments. Embodied AI 2024 workshop in conjunction with The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (EAI-CVPR2024). 2024
ｍore...
Books (3)：
  • 自然言語処理の導入と活用事例-情報検索、情報抽出、文書分類、テキスト要約-
    技術情報協会 2024
  • Proceedings of the Workshop, Poster and Demonstration Sessions at IJCKG 2023 co-located with 12th International Joint Conference on Knowledge Graphs (IJCKG 2023)
    CEUR Workshop Proceedings 2024
  • Scientometrics
    InTechOpen 2018 ISBN:9789535162391
Lectures and oral presentations  (7)：
  • 時空間データの知識グラフの構築と共有
    (Diversification of Data Archiving and Use Cases, and their Medium to Long-term Challenges 2024)
  • Event-Centric Knowledge Graph Construction and Its Applications
    (Eighth International Workshop on Symbolic-Neural Learning (SNL2024) 2024)
  • 生成AIと外部知識の活用への挑戦の最前線
    (第2回機械システムイノベーションセミナー 2023)
  • LLMにおける外部データ活用入門
    (令和5年度第2回生成AIの機械システム設計開発への活用フォーラム 2023)
  • 近年のセマンティックWeb分野の動向 - Linked Dataとナレッジグラフを中心に -
    (第193回情報処理学会知能システム研究会 2019)
ｍore...
Education (3)：
  • 2016 - 2019 The University of Electro-Communications Graduate School of Informatics and Engineering Department of Informatics
  • 2014 - 2016 The University of Electro-Communications Graduate School of Information Systems Department of Social Intelligence and Informatics
  • 2010 - 2014 Hosei University Faculty of Science and Engineering Department of Applied Informatics
Professional career (1)：
  • Ph.D. (University of Electro-Communications)
Work history (7)：
  • 2023/10 - 現在 The University of Electro-Communications Graduate School of Informatics and Engineering Collaborative Associate Professor
  • 2023/10 - 現在 National Institute of Advanced Industrial Science and Technology Artificial Intelligence Research Center Senior Researcher
  • 2019/04 - 現在 Hosei University Faculty of Science and Engineering Part-time Lecturer
  • 2020/04 - 2024/03 University of Electro-Communications Department of Informatics, Graduate School of Informatics and Engineering Collaborative Researcher
  • 2020/10 - 2023/09 National Institute of Advanced Industrial Science and Technology Artificial Intelligence ResearchCenter Researcher
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Committee career (31)：
  • 2024 - 現在 The 22nd Extended Semantic Web Conference (ESWC2025) Resource Track Program Committee Member
  • 2024 - 現在 The 2025 ACM Web Conference (WWW2025) Program Committee Member
  • 2024 - 現在 文部科学省 科学技術・学術政策研究所 科学技術予測・政策基盤調査研究センター 科学技術専門家ネットワーク 専門調査員
  • 2023 - 現在 人工知能学会全国大会オーガナイズドセッション「日常生活知識とAI」 オーガナイザー
  • 2022 - 現在 人工知能学会セマンティックウェブとオントロジー研究会 幹事
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Awards (19)：
  • 2023/06 - 人工知能学会 2022年度研究会優秀賞 イベント中心ナレッジグラフ埋め込みにおけるメタデータ表現モデルの分析
  • 2022/12 - Linked Open Data チャレンジ Japan 2022 最優秀賞 Patient Locational Ontology-based Data (PLOD)
  • 2022/12 - Linked Open Data チャレンジ Japan 2022 オントロジー賞 Patient Locational Ontology-based Data (PLOD)
  • 2022/12 - Linked Open Data チャレンジ Japan 2022 データセット部門優秀賞 VirtualHome2KGデータセット-家庭内の日常生活行動のシミュレーション動画とナレッジグラフ-
  • 2022/11 - The Japanese Society for Artificial Intelligence JSAI Annual Conference Award Consideration on Knowledge Graph Building Guidelines for Explanation Generation - A Case Study in Knowledge Graph Reasoning Challenge -
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Association Membership(s) (6)：
THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE ,  Association for Computing Machinery ,  Information Processing Society of Japan ,  Institute of Electrical and Electronics Engineers (IEEE) ,  The Association for Natural Language Processing ,  The International Association for Ontology and its Applications (IAOA)
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