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On the development of Intelligent CAI system on the Internet

Research Project

Project/Area Number 11555103
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field System engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

HIROTA Kaoru  Graduate School of Science and Engineering, Tokyo Institute of Technology, Professor, 大学院・総合理工学研究科, 教授 (50130943)

Co-Investigator(Kenkyū-buntansha) TAKAMA Yasufumi  Graduate School of Science and Engineering, Tokyo Institute of Technology, Research Associate, 大学院総合理工学研究科, 助手 (20313364)
YOSHINO Hajime  Meiji Gakuin Univ., The law department, Professor, 法学部, 教授 (50062162)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥8,500,000 (Direct Cost: ¥8,500,000)
Fiscal Year 2001: ¥4,100,000 (Direct Cost: ¥4,100,000)
Fiscal Year 2000: ¥4,400,000 (Direct Cost: ¥4,400,000)
KeywordsCAI / CISG / Fuzzy Inference / Legal argument / Case-based reasoning / Internet / Legal expert system / 法律エキスパート / 法律エキスパートシステム
Research Abstract

A fuzzy legal expert system (FLES) based on similarity measure is constructed as a basis for the computer aided instruction (CAI) in the law field. The target law of the FLES is the United Nations Convention on Contracts for the International Sale of Goods (CISG). The aim of the FLES is to classify vague legal concepts in the CISG and support the education for the beginners of international law.
The FLES is composed of fuzzy legal case-based reasoning (FLCBR) module and fuzzy legal argument (FLA) module. The former provides a primary study on vague legal concepts. The latter is the extension of the former, and can make an argument between plaintiff and defendant. The fuzziness and context-sensitive effects are taken into account in the knowledge representation and similarity measures in these two modules. In FLCBR, a hierarchical fuzzy frame is introduced to represent the case that is composed of issues, features and case rules. The similarity measure in the case of retrieval and inference is based on the newly introduced Hausdorff distance-based similarity measure.
In FLA, a fuzzy factor hierarchy is studied to represent the case that is composed of issues, abstract factors and atomic factors. The legal argument consisting of claim, objection and rebuttal, that reflect the viewpoints of plaintiff and defendant, is modeled by the factor-based similarity measure that is a structural similarity measure integrated the Hausdorff distance-based similarity, the fuzzy extension of the feature-based similarity and the newly proposed context-based similarity.
The constructed system is evaluated by several students in law school, and proved that this research project leads to the realization of CAI system in the law field.

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (31 results)

All Other

All Publications (31 results)

  • [Publications] K.Hirota: "Implementation of Fuzzy Legal Expert System FIES"Int. J. of Advanced Computational Intelligence. 421-427 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K.Hirota: "A Fuzzy Theoretical Approach to Case-Based Representation and Inference in CISG"Artificial Intelligence and Law. Vol.7 No.2. 259-272 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K.Hirota: "An Intelligent Legal Education System FLES"International Conference on Intelligent Technologies (In Tech'2000)(Bangkok. Thailand). 12-16 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K.Hirota: "A computer Aided Instruction System for the International Law CISG"CD proceedings on ARO workshop 2000 on Intelligent Systems (Canberra. Australia). (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K.Hirota: "Legal Argument in Fuzzy Legal Expert System(FLES)"26th Annual Conference of the IEEE Industrial Electronic Society (IECON-2000)(Nagoya. Japan). 207-210 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K.Hirota: "On Similarity Measure for Fuzzy Legal Expert System CISG"6-th Int. Conf. on Soft Computing (IIZUKA2000) (Best Paper Awarded) (Iizuka. Japan). 813-818 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 吉野一: "法律人工知能(法的知識の解明と法的推論の実現)"創成社. (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K. Hirota: "Implementation of Fuzzy Legal Expert System FLES"Int. J. of Advanced Computational Intelligence. 421-427 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K. Hirota: "A Fuzzy Theoretical Approach to Case-Based Representation and Inference in CISG"Artificial Intelligence and Law. Vol.7, No.2. 259-272 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K. Hirota: "A Intelligent Legal Education System FLES"International Conference on Intelligent Technologies (In Tech 2000) (Bangkok, Thailand). 12-16 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K. Hirota: "A Computer Aided Instruction System for the International Law CISG"CD Proceedings on ARO Workshop 2000 on Intelligent System Canberra, Australia). (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K. Hirota: "Legal Argument in Fuzzy Legal expert system (FLES)"26th Annual Conference the IEEE Industrial Electronics Society (IECON-2000), (Nagoya, Japan). 207-210 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K. Hirota: "On Similarity Measure for Fuzzy Legal expert system CISG"6-th Int. Conf. on Soft Computing (IIZUKA 2000) (Best Paper Awarded) (IIZUKA Japan). 12-13 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] K.Hirota, M.Xu, Y.Takama, H.Yoshino: "Implementation of Fussy Legal Expert System FIES"Int. J. of Advanced Computational Intelligence. 421-427 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Hirata: "A Fuzzy Theoretical Approach to Case-Based Representation and Inference in SISG"Artificial Intelligence and Law. Vol.7・No.2. 259-272 (1999)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Hirota, M.Xu, Y.Takama: "An Intelligent Legal Education System FLES"International Conference on Intelligent Technologies (In Tech'2001)(BangkoK. Thailand). 12-16 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Hirota, M.Xu, Y.Takama: "A Computer Aided Instruction system for the International Law CLSG"CD Proceedings on ARD Workshop 2000 on Intelligent Systems (Canberra, Australia). (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Hirota, Y.Takama, M.Xu, H.Yoshino: "Legal Argument in Fuzzy Legal Expert System (FLES)"26th Annual Conference of the IEEE Industrial Electronics Society (IECON-2000)(Nagoya, Japan). 207-210 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Hirota, M.Xu, Y.Takama: "On Similarity Measure for Fuzzy Legal Expert System CISG"6-th Int. Conf. on Soft Computing (IIZUKA2000)(Best Paper Awarded)(Iizuka, Japan). 813-818 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 吉野一, 松村良之, 加賀山茂, 廣田 薫: "法律人工知能(法的知識の解明と法的推論の実現)"創成社. (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] Kaoru Hirota,Yasufumi Takama Mingqiang Xu,Hajime Yoshino: "Legal Argument in Fuzzy Legal Expert System(FLES)"26th Annual Conference of the IEEE Industrial Electronics Society (IECOM-2000)(Nagoya,Japan). 207-210 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kaoru Hirota,Mingqiang Xu,Yasufumi Takama: "On Similarity Measure for Fuzzy Legal Expert System CISG"6th Int.Conf.on Soft Computing (IIZUKA2000)(best Paper Awarded)(IIZUKA,Japan). 813-818 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kaoru Hirota,Mingqiang Xu,Yasutami Takama: "Fuzzy Legal Expert System (FLES) for CISG in Quo Vadis Computational Intelligence"Physica-Verlag. 210-223 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kaoru Hirota,Mingqiang Xu,Yasufumi Takama: "An Intelligent Legal Education System FLES"International Conference on Intelligent Technologies(In Tech'2000)(Bankok,Thailand). 12-16 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kaoru Hirota,Mingqiang Xu,Yasufumi Takama: "A Computer Aided Instruction System for the International Law CISG"CD Proceeding on ARD Workshop 2000 on Intelligent Systems(Canberra,Australia). (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 吉野一,松村良之,加賀山茂,廣田薫: "法律人工知能(知的知識の解明と法的推論の実現)"創成社. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 徐明強,広田薫,吉野一: "A Fuzzy Theoretical Approach to Case-Based Representation and Inference in CISG"Artificial Intelligence and Law. Vol.7No.2-3. 259-272 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 広田薫,徐明強: "A Fuzzy Legal Case-Based Reasoning System for the CISG"The Second Int. Conf on Soft and Intelligent Computing (SIC'99). 228-231 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 広田薫: "A Fuzzy Expert System for CISG.Plenary Speech"8th Int. Fuzzy Systems Association World Congress (IFSA'99). (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 徐明強,広田薫: "Classifying Vague Legal Concept by Using a Structural Similarity Measure Based on the Fuzzy Factor Hierarchy"1999 IEEE Int. Conference on Systems, Man, and Cybernetics (IEEE SMC'99). (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 高間康史,Mitsuru Ishizaka: "Fisheye Matching: Viewpoint-Sensitive Feature Generation Based on Concept Structure (Extended Summary)"Al'99, Lecture Notes in Artificial Intelligence. 1747. 465-466 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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