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New Frontiers in Artificial Intelligence

JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Yasufumi Takama

    1. Tokyo Metropolitan University, Tokyo, Japan

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  2. Katsutoshi Yada

    1. Kansai University, Osaka, Japan

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  3. Ken Satoh

    1. National Institute of Informatics, Tokyo, Japan

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  4. Sachiyo Arai

    1. Chiba University, Chiba, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13859)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: JSAI-isAI 2022.

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Table of contents (18 papers)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. JURISIN 2022

    1. Front Matter

      Pages 1-3
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    2. Differential-Aware Transformer for Partially Amended Sentence Translation

      • Takahiro Yamakoshi, Yasuhiro Ogawa, Katsuhiko Toyama
      Pages 5-22

    3. On Complexity and Generality of Contrary Prioritized Defeasible Theory

      • Wachara Fungwacharakorn, Kanae Tsushima, Ken Satoh
      Pages 23-35

    4. Mapping Similar Provisions Between Japanese and Foreign Laws

      • Hiroki Cho, Ryuya Koseki, Aki Shima, Makoto Nakamura
      Pages 36-50

    5. COLIEE 2022 Summary: Methods for Legal Document Retrieval and Entailment

      • Mi-Young Kim, Juliano Rabelo, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano, Ken Satoh
      Pages 51-67

    6. JNLP Team: Deep Learning Approaches for Tackling Long and Ambiguous Legal Documents in COLIEE 2022

      • Quan Minh Bui, Chau Nguyen, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Thi-Thu-Trang Nguyen et al.
      Pages 68-83

    7. Semantic-Based Classification of Relevant Case Law

      • Juliano Rabelo, Mi-Young Kim, Randy Goebel
      Pages 84-95

    8. nigam@COLIEE-22: Legal Case Retrieval and Entailment Using Cascading of Lexical and Semantic-Based Models

      • Shubham Kumar Nigam, Navansh Goel, Arnab Bhattacharya
      Pages 96-108

    9. HUKB at the COLIEE 2022 Statute Law Task

      • Masaharu Yoshioka, Youta Suzuki, Yasuhiro Aoki
      Pages 109-124

    10. Using Textbook Knowledge for Statute Retrieval and Entailment Classification

      • Sabine Wehnert, Libin Kutty, Ernesto William De Luca
      Pages 125-137

    11. Legal Textual Entailment Using Ensemble of Rule-Based and BERT-Based Method with Data Augmentation by Related Article Generation

      • Masaki Fujita, Takaaki Onaga, Ayaka Ueyama, Yoshinobu Kano
      Pages 138-153

    12. Less is Better: Constructing Legal Question Answering System by Weighing Longest Common Subsequence of Disjunctive Union Text

      • Minae Lin, Sieh-chuen Huang, Hsuan-lei Shao
      Pages 154-167

  3. JSAI 2022 International Session

    1. Front Matter

      Pages 169-170
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    2. Proposal for Turning Point Detection Method Using Financial Text and Transformer

      • Rei Taguchi, Hikaru Watanabe, Hiroki Sakaji, Kiyoshi Izumi, Kenji Hiramatsu
      Pages 171-181

    3. Product Portfolio Optimization for LTV Maximization

      • Kazuhiro Koike, Masumi Kawamura, Kenichi Machida, Kazuaki Takenaka, Daishi Sagawa, Kenji Tanaka
      Pages 182-195

    4. An Examination of Eating Experiences in Relation to Psychological States, Loneliness, and Depression Using BERT

      • Kentaro Nakai, Ritsuko Iwai, Takatsune Kumada
      Pages 196-214

    5. Objective Detection of High-Risk Tackle in Rugby by Combination of Pose Estimation and Machine Learning

      • Monami Nishio, Naoki Nonaka, Ryo Fujihira, Hidetaka Murakami, Takuya Tajima, Mutsuo Yamada et al.
      Pages 215-228

    6. Incremental Informational Value of Floorplans for Rent Price Prediction

      • Jiyan Jonas Schneider, Takahiro Hoshino
      Pages 229-250

    7. Transaction Prediction by Using Graph Neural Network and Textual Industry Information

      • Naoto Minakawa, Kiyoshi Izumi, Hiroki Sakaji, Hitomi Sano
      Pages 251-266
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About this book

This book constitutes extended, revised, and selected papers from the JSAI annual conference, JSAI 2022, and the 14th International Symposium on Artificial Intelligence, JSAI-isAI 2022, held in Kyoto, Japan, in June 2022. 

The 18 full papers were carefully selected from 67 submissions and presented during the two events: 16th International Workshop on Juris-informatics, JURISIN 2022, and JSAI 2022 Intenational Session. This papers present discussion on fundamental and practical issues in Juris-informatics among researchers from various backgrounds such as law, social science, information and intelligent technology, logic, and philosophy, including the conventional AI and Law area. 

Editors and Affiliations

  • Tokyo Metropolitan University, Tokyo, Japan

    Yasufumi Takama

  • Kansai University, Osaka, Japan

    Katsutoshi Yada

  • National Institute of Informatics, Tokyo, Japan

    Ken Satoh

  • Chiba University, Chiba, Japan

    Sachiyo Arai

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