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Preference Elicitation and Issue Structurization for Multi-agent Automated Negotiations

Research Project

Project/Area Number 26730116
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

Fujita Katsuhide  東京農工大学, 工学(系)研究科(研究院), 准教授 (00625676)

Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsマルチエージェントシステム / 自動交渉 / 深層学習 / 合意形成 / 効用抽出
Outline of Final Research Achievements

We proposed the method of structuring issue-dependencies automatically and extracting the users' preferences effectively. In addition, we proposed automated negotiation protocols considering the extracted issue-dependencies and users' preferences. Our outcomes are "Compromising Negotiation Strategy using Analytic Hierarchy Process," "Effective Automated Negotiations based on Recursive Partitioning by Issue Dendrogram," "Prediction of Nash Bargaining Solution by Deep Learning for Negotiation Dialogue," and "Argument Mining for Discussion Threads based on Parallel Constrained Pointer Architecture." Our research can be proceeded as I planned generally, and achieved research goals.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (53 results)

All 2018 2017 2016 2015 2014 Other

All Int'l Joint Research (3 results) Journal Article (17 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 16 results,  Open Access: 13 results) Presentation (27 results) (of which Int'l Joint Research: 11 results,  Invited: 1 results) Book (3 results) Remarks (2 results) Patent(Industrial Property Rights) (1 results)

  • [Int'l Joint Research] デルフト工科大学/オランダ国立情報数学研究所(オランダ)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Ozyegin University(トルコ)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Effective Automated Negotiation Based on Issue Dendrograms and Partial Agreements2018

    • Author(s)
      Kakimoto Shinji、Fujita Katsuhide
    • Journal Title

      Journal of Systems Science and Systems Engineering

      Volume: 27 Issue: 2 Pages: 201-214

    • DOI

      10.1007/s11518-018-5364-x

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Compromising Adjustment Strategy based on TKI Conflict Mode for Multi-times Bilateral Closed Negotiations2017

    • Author(s)
      Katsuhide Fujita
    • Journal Title

      Computational Intelligence

      Volume: online version Issue: 1 Pages: 85-103

    • DOI

      10.1111/coin.12107

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Sponsored Search Auction Considering Combinational Bids with Externalities2017

    • Author(s)
      Imada Ryusuke、Fujita Katsuhide
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E100.D Issue: 12 Pages: 2906-2914

    • DOI

      10.1587/transinf.2016AGP0009

    • NAID

      130006236639

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Alternating Offers Protocol Considering Fair Privacy for Multilateral Closed Negotiation2017

    • Author(s)
      Shinohara Hiroyuki、Fujita Katsuhide
    • Journal Title

      Proceedings of The 20th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA2017)

      Volume: - Pages: 533-541

    • DOI

      10.1007/978-3-319-69131-2_36

    • ISBN
      9783319691305, 9783319691312
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Weighting estimation methods for opponents' utility functions using boosting in multi-time negotiations2017

    • Author(s)
      Matsune Takaki、Fujita Katsuhide
    • Journal Title

      Proceedings of The 2nd International Conference on Agents (IEEE-ICA 2017)

      Volume: - Pages: 27-32

    • DOI

      10.1109/agents.2017.8015296

    • NAID

      130007492103

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Negotiation Strategy inspired by Analytic Hierarchy Process for Three-party Closed Automated Negotiations2016

    • Author(s)
      篠原裕幸, 藤田桂英
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 31 Issue: 6 Pages: AG-B_1-9

    • DOI

      10.1527/tjsai.AG-B

    • NAID

      130005277053

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ANAC:Automated Negotiating Agent Competition(国際自動交渉エージェント競技会)2016

    • Author(s)
      藤田桂英, 森顕之, 伊藤孝行
    • Journal Title

      人工知能

      Volume: 31(2) Pages: 237-247

    • Related Report
      2015 Research-status Report
    • Open Access
  • [Journal Article] The Automated Negotiating Agents Competition 2010-20152016

    • Author(s)
      Tim Baarslag, Reyhan Aydogan, Koen V. Hindriks, Katsuhide Fuijita, Takayuki Ito, and Catholijn M. Jonker
    • Journal Title

      AI Magazine

      Volume: 36(4) Issue: 4 Pages: 115-118

    • DOI

      10.1609/aimag.v36i4.2609

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Estimating Pareto Fronts Using Interdependency between Issues for Bilateral Multi-Issue Closed Nonlinear Negotiations2015

    • Author(s)
      柿本真司, 藤田桂英
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J98-D Issue: 6 Pages: 926-935

    • DOI

      10.14923/transinfj.2014SWP0011

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2015-06-01
    • Related Report
      2015 Research-status Report 2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Detecting Research Fronts Using Neural Network Model for Weighted Citation Network Analysis2015

    • Author(s)
      Hisato Fujimagari and Katsuhide Fujita
    • Journal Title

      Journal of Information Processing

      Volume: 23 Issue: 6 Pages: 753-758

    • DOI

      10.2197/ipsjjip.23.753

    • NAID

      130005109169

    • ISSN
      1882-6652
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of Compromising Strategy based on Weighted Counting in Automated Multi-times Negotiations2015

    • Author(s)
      Masanori Ikarashi and Katsuhide Fujita
    • Journal Title

      International Journal of Computer and Information Science

      Volume: 16-2

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Automated Mediation Protocols based on Monotonic Tree Representations2014

    • Author(s)
      Katsuhide Fujita
    • Journal Title

      Journal of Information Processing

      Volume: 22 Issue: 2 Pages: 195-201

    • DOI

      10.2197/ipsjjip.22.195

    • NAID

      130003394464

    • ISSN
      1882-6652
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Detecting research fronts using different types of weighted citation networks2014

    • Author(s)
      Katsuhide Fujita, Yuya Kajikawa, Junichiro Mori and Ichiro Sakata
    • Journal Title

      Journal of Engineering and Technology Management

      Volume: 32 Pages: 129-146

    • DOI

      10.1016/j.jengtecman.2013.07.002

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Finding Linkage between Technology and Social Issue: A Literature Based Discovery Approach2014

    • Author(s)
      Vitavin Ittipanuvat, Katsuhide Fujita, Ichiro Sakata, and Yuya Kajikawa
    • Journal Title

      Journal of Engineering and Technology Management

      Volume: 印刷中 Pages: 160-184

    • DOI

      10.1016/j.jengtecman.2013.05.006

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Efficient issue-grouping approach for multiple interdependent issues negotiation between exaggerator agents2014

    • Author(s)
      Katsuhide Fujita, Takayuki Ito, Mark Klein
    • Journal Title

      Decision Support Systems

      Volume: 60 Pages: 10-17

    • DOI

      10.1016/j.dss.2013.05.016

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Addressing Utility Space Complexity in Negotiations involving Highly Uncorrelated, Constraint-Based Utility Spaces2014

    • Author(s)
      Ivan Marsa-Maestre, Miguel A. López-Carmona, Mark Klein, Takayuki Ito, and Katsuhide Fujita
    • Journal Title

      Computational Intelligence

      Volume: 30 (1) Issue: 1 Pages: 1-29

    • DOI

      10.1111/j.1467-8640.2012.00461.x

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Approach to Scalable Multi-issue Negotiation: Decomposing the Contract Space2014

    • Author(s)
      Katsuhide Fujita, Takayuki Ito, and Mark Klein
    • Journal Title

      Computational Intelligence

      Volume: 30 (1) Issue: 1 Pages: 30-47

    • DOI

      10.1111/j.1467-8640.2012.00462.x

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Automatic Evaluation of Posts using Multi-agent Model Based on User Feature Extraction2017

    • Author(s)
      Makiko Ida and Katsuhide Fujita
    • Organizer
      The 12th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated Negotiating Agents Competition (ANAC)2017

    • Author(s)
      Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito and Koen Hindriks
    • Organizer
      31st AAAI Conference on Artificial Intelligence (AAAI-17)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effective Automated Negotiations based on Recursive Partitioning by Issue Dendrogram2017

    • Author(s)
      Shinji Kakimoto and Katsuhide Fujita
    • Organizer
      10th International Workshop on Agent-based Complex Automated Negotiations (ACAN2017)
    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Estimation of Opponents’ Utility Functions using Boosting for Multi-times Negotiations2017

    • Author(s)
      Takaki Matsune and Katsuhide Fujita
    • Organizer
      10th International Workshop on Agent-based Complex Automated Negotiations (ACAN2017)
    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 小規模コーパスによるWebタウンミーティングにおける投稿の自動分類2017

    • Author(s)
      岩佐 幸翠, 藤田 桂英
    • Organizer
      第31回人工知能学会全国大会(JSAI2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 複数回交渉問題における Boosting を用いた効用関数の推定手法2017

    • Author(s)
      松根 鷹生, 藤田 桂英
    • Organizer
      第31回人工知能学会全国大会(JSAI2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] ユーザの特徴抽出によるマルチエージェントモデルを用いた意見の自動評価2017

    • Author(s)
      井田 牧子, 藤田 桂英
    • Organizer
      第31回人工知能学会全国大会(JSAI2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 論点の木構造による再帰分割に基づいたスケーラブルな自動交渉手法2016

    • Author(s)
      柿本真司,藤田桂英
    • Organizer
      Joint Agent Workshop and Symposium (JAWS2016)
    • Place of Presentation
      かんぽの宿 岐阜羽島, 岐阜
    • Year and Date
      2016-09-15
    • Related Report
      2016 Research-status Report
  • [Presentation] Compromising Strategy using Analytic Hierarchy Process for Multi-party Closed Automated Negotiations2016

    • Author(s)
      Hiroyuki Shinohara and Katsuhide Fujita
    • Organizer
      9th International Workshop on Agent-based Complex Automated Negotiations (ACAN2016)
    • Place of Presentation
      Grand Copthorne Waterfront Hotel Singapore
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 論点の相互依存関係を用いた論点の再帰分割に基づく自動交渉手法2016

    • Author(s)
      柿本真司, 藤田桂英
    • Organizer
      第185回知能システム研究発表会
    • Place of Presentation
      名古屋工業大学, 愛知
    • Related Report
      2016 Research-status Report
  • [Presentation] 議論掲示板におけるテンプレートを用いた見出し生成手法2015

    • Author(s)
      渡辺亮輔, 藤田桂英
    • Organizer
      情報処理学会第181回知能システム研究発表会(SIG-ICS181)
    • Place of Presentation
      東京農工大学小金井キャンパス, 東京
    • Year and Date
      2015-12-22
    • Related Report
      2015 Research-status Report
  • [Presentation] 議論掲示板におけるスレッド構造と時系列を考慮した自動要約2015

    • Author(s)
      北川涼太, 藤田桂英
    • Organizer
      情報処理学会第181回知能システム研究発表会(SIG-ICS181)
    • Place of Presentation
      東京農工大学小金井キャンパス, 東京
    • Year and Date
      2015-12-22
    • Related Report
      2015 Research-status Report
  • [Presentation] Offering Method using Analytic Hierarchy Process for Multilateral Closed Automated Negotiations2015

    • Author(s)
      Hiroyuki Shinohara and Katsuhide Fujita
    • Organizer
      The Tenth International Conference on Knowledge, Information and Creativity Support Systems
    • Place of Presentation
      Phuket, Thailand
    • Year and Date
      2015-11-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] TKI Adaptation Strategy for Complex Multi-times Bilateral Negotiations2015

    • Author(s)
      Katsuhide Fujita
    • Organizer
      The 8th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2015)
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2015-10-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Preliminary Estimating Method of Opponent's Preferences using Simple Weighted Functions for Multi-lateral Closed Multi-issue Negotiations2015

    • Author(s)
      Shinji Kakimoto and Katsuhide Fujita
    • Organizer
      International Joint Agents Workshop and Symposium (IJAWS2015)
    • Place of Presentation
      Yamanaka-Onsen Kajikaso Royal Hotel, Ishikawa
    • Year and Date
      2015-09-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 多人数自動交渉問題における階層分析法による評価手法の提案2015

    • Author(s)
      篠原裕幸,藤田桂英
    • Organizer
      Joint Agent Workshop and Symposium (JAWS2015)
    • Place of Presentation
      山中温泉河鹿荘ロイヤルホテル, 石川
    • Year and Date
      2015-09-30
    • Related Report
      2015 Research-status Report
  • [Presentation] 外部性を考慮した複数枠入札に対応可能なスポンサードサーチオークション2015

    • Author(s)
      今田隆資,藤田桂英
    • Organizer
      第14回情報科学技術フォーラム(FIT2015)
    • Place of Presentation
      愛媛大学城北キャンパス,愛媛
    • Year and Date
      2015-09-15
    • Related Report
      2015 Research-status Report
  • [Presentation] Trend Extraction Method using Co-occurrence Patterns from Tweets2015

    • Author(s)
      Shotaro Noda and Katsuhide Fujita
    • Organizer
      The 3rd International Conference on Smart Computing and Artificial Intelligence (ICSCAI 2015)
    • Place of Presentation
      Okayama Convention Center, Okayama
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Sponsored Search Auction considering Combinational Bids with Externalities2015

    • Author(s)
      Ryusuke Imada and Katsuhide Fujita
    • Organizer
      The 3rd International Conference on Smart Computing and Artificial Intelligence (ICSCAI 2015)
    • Place of Presentation
      Okayama Convention Center, Okayama
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Compromising Strategy considering Interdependencies of Issues for Multi-issue Closed Nonlinear Negotiations2015

    • Author(s)
      Shinji Kakimoto and Katsuhide Fujita
    • Organizer
      The 8th International Workshop on Agent-based Complex Automated Negotiations (ACAN2015)
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2015-05-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Compromising Adjustment based on Conflict Mode for Multi-times Bilateral Closed Nonlinear Negotiations2014

    • Author(s)
      Katsuhide Fujita
    • Organizer
      17th International Conference on Principles and Practice of Multi-Agent Systems, (PRIMA 2014)
    • Place of Presentation
      Gold Coast, Queensland, Australia
    • Year and Date
      2014-12-01 – 2014-12-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Estimating Pareto Fronts using Issue Dependency for Bilateral Multi-issue Closed Nonlinear Negotiations2014

    • Author(s)
      Shinji Kakimoto and Katsuhide Fujita
    • Organizer
      Knowledge and Service Technology for Life, Environment, and Sustainability (KASTLES)
    • Place of Presentation
      Kunibiki Messe(Shimane Prefectural Convention Center), Matsue, Shimane, Japan
    • Year and Date
      2014-11-17 – 2014-11-19
    • Related Report
      2014 Research-status Report
  • [Presentation] Efficient Strategy Adaptation for Complex Multi-times Bilateral Negotiations2014

    • Author(s)
      Katsuhide Fujita
    • Organizer
      7th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2014)
    • Place of Presentation
      Kunibiki Messe(Shimane Prefectural Convention Center), Matsue, Shimane, Japan
    • Year and Date
      2014-11-17 – 2014-11-19
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Detecting Research Fronts using Neural Network Model for Weighted Citation Network Analysis2014

    • Author(s)
      Hisato Fujimagari and Katsuhide Fujita
    • Organizer
      5th International Conference on E-Service and Knowledge Management (ESKM 2014)
    • Place of Presentation
      Kitakyushu International Conference Center, Kitakyushu, Fukuoka, Japan
    • Year and Date
      2014-08-31 – 2014-09-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Compromising Strategy using Weighted Counting in Multi-times Negotiations2014

    • Author(s)
      Masanori Ikarashi and Katsuhide Fujita
    • Organizer
      2nd International Conference on Smart Computing and Artificial Intelligence (ICSCAI 2014)
    • Place of Presentation
      Kitakyushu International Conference Center, Kitakyushu, Fukuoka, Japan
    • Year and Date
      2014-08-31 – 2014-09-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Compromising Strategy based on Conflict Mode for Multi-times Bilateral Closed Negotiations2014

    • Author(s)
      Katsuhide Fujita
    • Organizer
      The Seventh International Workshop on Agent-based Complex Automated Negotiations (ACAN2014)
    • Place of Presentation
      Paris, France
    • Year and Date
      2014-05-05 – 2014-05-09
    • Related Report
      2014 Research-status Report
  • [Presentation] Automated Strategy Adaptation for Multi-times Bilateral Closed Negotiations2014

    • Author(s)
      Katsuhide Fujita
    • Organizer
      3th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2014)
    • Place of Presentation
      Paris, France
    • Year and Date
      2014-05-05 – 2014-05-09
    • Related Report
      2014 Research-status Report
  • [Book] Modern Approaches to Agent-based Complex Automated Negotiation2017

    • Author(s)
      Katsuhide Fujita, Quan Bai, Takayuki Ito, Minjie Zhang, Fenghui Ren, Reyhan Aydogan, Rafik Hadfi
    • Total Pages
      255
    • Publisher
      Springer
    • Related Report
      2016 Research-status Report
  • [Book] Recent Advances in Agent-based Complex Automated Negotiation2016

    • Author(s)
      Naoki Fukuta, Takayuki Ito, Minjie Zhang, Katsuhide Fujita, Valentin Robu
    • Total Pages
      293
    • Publisher
      Springer
    • Related Report
      2015 Research-status Report
  • [Book] Next Frontier in Agent-based Complex Automated Negotiation2015

    • Author(s)
      Katsuhide Fujita, Takayuki Ito, Minjie Zhang, Valentin Robu (Eds.)
    • Total Pages
      150
    • Publisher
      Springer
    • Related Report
      2014 Research-status Report
  • [Remarks] 藤田桂英 Webpage

    • URL

      http://web.tuat.ac.jp/~katfuji/

    • Related Report
      2015 Research-status Report
  • [Remarks] Best Paper Award (PRIMA2014)

    • URL

      http://www.tuat.ac.jp/~katfuji/prima2014/

    • Related Report
      2014 Research-status Report
  • [Patent(Industrial Property Rights)] 効用値推定装置、論点集合重要度算出装置、及びプログラム2017

    • Inventor(s)
      藤田桂英
    • Industrial Property Rights Holder
      藤田桂英
    • Industrial Property Rights Type
      特許
    • Filing Date
      2017
    • Related Report
      2017 Annual Research Report

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Published: 2014-04-04   Modified: 2019-03-29  

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