マルチエージェント交渉機構おける論点間の依存構造の抽出および手法評価に関する研究

• 研究課題/領域番号: 24700134
• 研究種目: 若手研究(B)
• 配分区分: 基金
• 研究分野: 知能情報学
• 研究機関: 東京農工大学
• 研究代表者: 藤田 桂英 東京農工大学, 工学(系)研究科(研究院), 准教授 (00625676)
• 研究期間 (年度): 2012-04-01 – 2015-03-31
• 研究課題ステータス: 完了 (2014年度)
• 配分額: 4,290千円 (直接経費: 3,300千円、間接経費: 990千円); 2013年度: 2,210千円 (直接経費: 1,700千円、間接経費: 510千円); 2012年度: 2,080千円 (直接経費: 1,600千円、間接経費: 480千円)
• キーワード: マルチエージェントシステム / 自動交渉 / 非線形効用 / 自動交渉エージェント競技会 / 自動交渉機構 / 非線形効用関数

研究成果の概要

マルチエージェントシステムに基づいた自動交渉機構に関する、(1)交渉論点の依存関係の構造化および分類(2)交渉論点の依存構造を考慮した交渉手法の提案(3)現実の交渉事例に基づいた交渉手法の検証および評価を達成する。
本研究期間中に論点間に階層構造がある場合に有効な交渉手法と自動交渉エージェント競技会に有効な手法の開発に成功している。また、シミュレーションや競技会に基づく評価により、提案手法の有効性を示すことができた。

研究成果

• [雑誌論文] 二者間非線形交渉問題における論点間の依存関係を考慮したパレートフロント推定手法と交渉戦略の提案 (2015)
  • 著者名/発表者名: 柿本真司, 藤田桂英
  • 雑誌名: 電子情報通信学会論文誌D 情報・システム 巻: J98-D 号: 6 ページ: 926-935
  • DOI: 10.14923/transinfj.2014SWP0011
  • ISSN: 1880-4535, 1881-0225
  • 年月日: 2015-06-01
  • 査読あり / オープンアクセス
• [雑誌論文] Analysis of Compromising Strategy based on Weighted Counting in Automated Multi-times Negotiations (2015)
  • 著者名/発表者名: Masanori Ikarashi and Katsuhide Fujita
  • 雑誌名: International Journal of Computer and Information Science 巻: 16-2
  • 査読あり / オープンアクセス
• [雑誌論文] Automated Mediation Protocols based on Monotonic Tree Representations (2014)
  • 著者名/発表者名: Katsuhide Fujita
  • 雑誌名: Journal of Information Processing 巻: 22 号: 2 ページ: 195-201
  • DOI: 10.2197/ipsjjip.22.195
  • NAID: 130003394464
  • ISSN: 1882-6652
  • 査読あり / オープンアクセス
• [雑誌論文] Detecting research fronts using different types of weighted citation networks (2014)
  • 著者名/発表者名: Katsuhide Fujita, Yuya Kajikawa, Junichiro Mori and Ichiro Sakata
  • 雑誌名: Journal of Engineering and Technology Management 巻: 32 ページ: 129-146
  • DOI: 10.1016/j.jengtecman.2013.07.002
  • 査読あり / オープンアクセス
• [雑誌論文] Finding Linkage between Technology and Social Issue: A Literature Based Discovery Approach (2014)
  • 著者名/発表者名: Vitavin Ittipanuvat, Katsuhide Fujita, Ichiro Sakata, and Yuya Kajikawa
  • 雑誌名: Journal of Engineering and Technology Management 巻: 印刷中 ページ: 160-184
  • DOI: 10.1016/j.jengtecman.2013.05.006
  • 査読あり / オープンアクセス
• [雑誌論文] Efficient issue-grouping approach for multiple interdependent issues negotiation between exaggerator agents (2014)
  • 著者名/発表者名: Katsuhide Fujita, Takayuki Ito, Mark Klein
  • 雑誌名: Decision Support Systems 巻: 60 ページ: 10-17
  • DOI: 10.1016/j.dss.2013.05.016
  • 査読あり / オープンアクセス
• [雑誌論文] Addressing Utility Space Complexity in Negotiations involving Highly Uncorrelated, Constraint-Based Utility Spaces (2014)
  • 著者名/発表者名: Ivan Marsa-Maestre, Miguel A. López-Carmona, Mark Klein, Takayuki Ito, and Katsuhide Fujita
  • 雑誌名: Computational Intelligence 巻: 30 (1) 号: 1 ページ: 1-29
  • DOI: 10.1111/j.1467-8640.2012.00461.x
  • 査読あり / オープンアクセス
• [雑誌論文] An Approach to Scalable Multi-issue Negotiation: Decomposing the Contract Space (2014)
  • 著者名/発表者名: Katsuhide Fujita, Takayuki Ito, and Mark Klein
  • 雑誌名: Computational Intelligence 巻: 30 (1) 号: 1 ページ: 30-47
  • DOI: 10.1111/j.1467-8640.2012.00462.x
  • 査読あり / オープンアクセス
• [雑誌論文] A lead for transvaluation of global nuclear energy research and funded projects in Japan (2013)
  • 著者名/発表者名: Eriko Kiriyama, Yuya Kajikawa, Katsuhide Fujita, Shuichi Iwata
  • 雑誌名: Applied Energy 巻: 109 ページ: 145-153
  • DOI: 10.1016/j.apenergy.2013.03.045
  • 査読あり
• [雑誌論文] Efficient issue-grouping approach for multiple interdependent issues negotiation between exaggerator agents (2013)
  • 著者名/発表者名: Katsuhide Fujita, Takayuki Ito, Mark Klein
  • 雑誌名: Decision Support Systems 巻: 印刷中
  • 査読あり
• [雑誌論文] Evaluating Practical Negotiating Agents: Results and Analysis of the 2011 International Competition (2013)
  • 著者名/発表者名: Tim Baarslag, Katsuhide Fujita, Enrico Gerding, Koen Hindriks, Takayuki Ito, Nick R. Jennings, Catholijn Jonker, Sarit Kraus, Raz Lin, Valentin Robu, Colin Williams
  • 雑誌名: Artificial Intelligence Journal (AIJ) 巻: 198 ページ: 73-103
  • DOI: 10.1016/j.artint.2012.09.004
  • 査読あり
• [雑誌論文] Linguistic Analysis of Large-Scale Medical Incident Reports for Patient Safety (2012)
  • 著者名/発表者名: Katsuhide Fujita, Masanori Akiyama, Keunsik Park, Etsuko Yamaguchi (Nakagami), Hiroyuki Furukawa, and Ichiro Sakata
  • 雑誌名: Stud Health Technol Inform 巻: 180 ページ: 250-254
  • 査読あり
• [学会発表] Compromising Adjustment based on Conflict Mode for Multi-times Bilateral Closed Nonlinear Negotiations (2014)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: 17th International Conference on Principles and Practice of Multi-Agent Systems, (PRIMA 2014)
  • 発表場所: Gold Coast, Queensland, Australia
  • 年月日: 2014-12-01 – 2014-12-05
• [学会発表] Estimating Pareto Fronts using Issue Dependency for Bilateral Multi-issue Closed Nonlinear Negotiations (2014)
  • 著者名/発表者名: Shinji Kakimoto and Katsuhide Fujita
  • 学会等名: Knowledge and Service Technology for Life, Environment, and Sustainability (KASTLES)
  • 発表場所: Kunibiki Messe (Shimane Prefectural Convention Center), Matsue, Shimane, Japan
  • 年月日: 2014-11-17 – 2014-11-19
• [学会発表] Efficient Strategy Adaptation for Complex Multi-times Bilateral Negotiations (2014)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: 7th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2014)
  • 発表場所: Kunibiki Messe (Shimane Prefectural Convention Center), Matsue, Shimane, Japan
  • 年月日: 2014-11-17 – 2014-11-19
• [学会発表] Detecting Research Fronts using Neural Network Model for Weighted Citation Network Analysis (2014)
  • 著者名/発表者名: Hisato Fujimagari, Katsuhide Fujita
  • 学会等名: 5th International Conference on E-Service and Knowledge Management (ESKM 2014)
  • 発表場所: Kitakyushu International Convention Center, Kitakyushu, Fukuoka, Japan
  • 年月日: 2014-08-31 – 2014-09-04
• [学会発表] Compromising Strategy using Weighted Counting in Multi-times Negotiations (2014)
  • 著者名/発表者名: Masanori Ikarashi, Katsuhide Fujita
  • 学会等名: 2nd International Conference on Smart Computing and Artificial Intelligence (ICSCAI 2014)
  • 発表場所: Kitakyushu International Convention Center, Kitakyushu, Fukuoka, Japan
  • 年月日: 2014-08-31 – 2014-09-04
• [学会発表] Compromising Strategy based on Conflict Mode for Multi-times Bilateral Closed Negotiations (2014)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: 7th International Workshop on Agent-based Complex Automated Negotiations (ACAN2014)
  • 発表場所: Paris, France
  • 年月日: 2014-05-05 – 2014-05-09
• [学会発表] Automated Strategy Adaptation for Multi-times Bilateral Closed Negotiations (2014)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: 13th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2014)
  • 発表場所: Paris, France
  • 年月日: 2014-05-05 – 2014-05-09
• [学会発表] Automated Negotiating Agent with Strategy Adaptation for Multi-times Negotiations (2013)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: IEEE International Conference on Service Oriented Computing & Applications (SOCA 2013)
  • 発表場所: Sheraton Kauai Resort, Hawaii, USA.
• [学会発表] Efficient Automated Negotiation Approach for non-monotonic utility based on Tree Representations (2013)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: 1st International Conference on Smart Computing and Artificial Intelligence (ICSCAI 2013)
  • 発表場所: Kunibiki Messe, Matsue, Japan.
• [学会発表] Detecting Effective Classes of Medical Incident Reports based on Linguistic Analysis for Common Reporting System in Japan (2013)
  • 著者名/発表者名: Katsuhide Fujita, Masanori Akiyama, Nobuyuki Toyama, Yasuko Kamemori
  • 学会等名: 14th World Congress on Medical and Health Informatics (MedInfo2013)
  • 発表場所: The Bella Center, Copenhagen, Denmark
• [学会発表] How to Improve Patient Safety by Text Mining With Medical Incident Reports: Innovative Technologies Using e-Health and Health Technology Assessment (2013)
  • 著者名/発表者名: Masanori Akiyama, Katsuhide Fujita
  • 学会等名: Technology Management for Emerging Technologies(PICMET2013)
  • 発表場所: San Jose Marriott Hotel, California, USA
• [学会発表] Automated Mediation Technologies for Non-monotonic Utility Function based on Tree-Height Adjustments (2013)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: The 6th International Workshop on Agent-based Complex Automated Negotiations (ACAN2013)
  • 発表場所: Crowne Plaza St. Paul Riverfront Hotel, Minnesota, USA
• [学会発表] Detecting Research Fronts using Citation Network Analysis (2012)
  • 著者名/発表者名: Katsuhide Fujita, Yuya Kajikawa, Junichiro Mori, Ichiro Sakata
  • 学会等名: INFORMS Annual Meeting 2012
  • 発表場所: Phoenix Convention Center, United States of America
• [学会発表] Detecting Research Fronts Using Different Types of Combinational Citation (2012)
  • 著者名/発表者名: Katsuhide Fujita, Yuya Kajikawa, Junichiro Mori, Ichiro Sakata
  • 学会等名: 17th International Conference on Science and Technology Indicators (STI 2012)
  • 発表場所: Universite du Quebec Montreal, Canada
• [学会発表] Detecting Effective Categories of Medical Incident Reports for Patient Safety Management (2012)
  • 著者名/発表者名: Katsuhide Fujita, Masanori Akiyama, Keunsik Park, Etsuko Yamaguchi (Nakagami), Hiroyuki Furukawa, and Ichiro Sakata
  • 学会等名: 2012 Portland International Center for Management of Engineering and Technology (PICMET2012)
  • 発表場所: Sheraton Wall Centre Hotel, Vancouver, Canada
• [学会発表] Detecting Research Fronts Using Different Types of Weighted Citation Networks (2012)
  • 著者名/発表者名: Katsuhide Fujita, Yuya Kajikawa, Junichiro Mori, Ichiro Sakata
  • 学会等名: 2012 Portland International Center for Management of Engineering and Technology (PICMET2012)
  • 発表場所: Sheraton Wall Centre Hotel, Vancouver, Canada
• [学会発表] Finding Linkage between Sustainability Science and Technologies based on Citation Network Analysis (2012)
  • 著者名/発表者名: Katsuhide Fujita
  • 学会等名: IEEE 2012 International Workshop on Knowledge and Service Technology for Life, Environment, and Sustainability (KASTLES)
  • 発表場所: National Taiwan University, Taiwan
• [図書] Next Frontier in Agent-based Complex Automated Negotiation (2015)
  • 著者名/発表者名: Katsuhide Fujita, Takayuki Ito, Minjie Zhang, Valentin Robu
  • 総ページ数: 150
  • 出版者: Springer
• [備考] Best Paper Award (PRIMA2014)
  • URL: http://www.tuat.ac.jp/~katfuji/prima2014
• [備考] 藤田桂英:テニュアトラック教員の紹介
  • URL: http://www.tenure-track-tuat.org/scholar/technology/post_19.html
• [備考] 東京農工大学 研究者情報検索
  • URL: http://kenkyu-web.tuat.ac.jp/Profiles/46/0004540/profile.html
• [備考] 藤田桂英 個人HP
  • URL: http://www.tuat.ac.jp/~katfuji/
• [備考] 藤田桂英：テニュアトラック教員の紹介
  • URL: http://www.tenure-track-tuat.org/scholar/technology/post_19.html
• [備考] 東京農工大学 研究者情報検索
  • URL: http://kenkyu-web.tuat.ac.jp/Profiles/46/0004540/profile.html
• [備考] 藤田桂英 個人HP
  • URL: http://www.tuat.ac.jp/~katfuji/