Lecture Notes in Arti ficial Intelligence 11717
Subseries of Lecture Notes in Computer Science
Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada Yuzuru Tanaka
Hokkaido University, Sapporo, Japan Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
Founding Editor
Jörg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series athttp://www.springer.com/series/1244
Kazuhiro Kojima
•Maki Sakamoto
•Koji Mineshima
•Ken Satoh (Eds.)
New Frontiers
in Arti ficial Intelligence
JSAI-isAI 2018 Workshops, JURISIN, AI-Biz, SKL, LENLS, IDAA
Yokohama, Japan, November 12 –14, 2018 Revised Selected Papers
123
Editors
Kazuhiro Kojima
National Institute of Advanced Industrial Science and Technology Ibaraki, Japan
Maki Sakamoto
University of Electro-Communications Tokyo, Japan
Koji Mineshima Ochanomizu University Tokyo, Japan
Ken Satoh
National Institute of Informatics Tokyo, Japan
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence
ISBN 978-3-030-31604-4 ISBN 978-3-030-31605-1 (eBook) https://doi.org/10.1007/978-3-030-31605-1
LNCS Sublibrary: SL7– Artificial Intelligence
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Preface
The Japanese Society for Artificial Intelligence (JSAI) is a premier academic society that focuses on artificial intelligence (AI) in Japan and was established in 1986. The International Symposium on AI (JSAI-isAI) is supported by the JSAI and this year was the tenth edition. JSAI-isAI 2018 was successfully held during November 12–14, 2018, at Raiosha in Hiyoshi Campus of Keio University in Yokohama, Japan. In all, 160 people from 17 countries participated.
JSAI-isAI 2018 included 5 workshops, where 9 invited talks and 85 papers were presented. This volume, New Frontiers in Artificial Intelligence: JSAI-isAI 2018 Workshops, is the proceedings of JSAI-isAI 2018. From thefive workshops (JURISIN 2018, AI-Biz 2018, SKL 2018, LENLS 15, and IDAA 2018) 33 papers were carefully selected and revised according to the comments of the workshop Program Committees.
The acceptance rate was about 34%. This resulted in the excellent selection of papers that are representative of some of the topics of AI research both in Japan and in other parts of the world.
JURISIN 2018 was the 12th International Workshop on Juris-informatics.
Juris-informatics is a new research area that studies legal issues from the perspective of informatics. The purpose of this workshop was to discuss both fundamental and practical issues among people from various backgrounds such as law, social science, information and intelligent technology, logic and philosophy, including the conven- tional“AI and law” area.
AI-Biz 2018 (Artificial Intelligence of and for Business) was the third workshop held to foster the concepts and techniques of business intelligence (BI) in AI. BI should include such cutting-edge techniques as data science, agent-based modeling, complex adaptive systems, and IoT. The main purpose of this workshop is to provide a forum for participants to discuss important research questions and practical challenges in BI, business informatics, data analysis, and agent-based modeling, to exchange the latest results, and to join efforts in solving common challenges.
SKL 2018 (the 5th International Workshop on Skill Science) aimed to interna- tionalize research on skill sciences by organizing the meeting. Human skills involve well-attuned perception and fine motor control, often accompanied by thoughtful planning. The involvement of body, environment, and tools mediating them makes the study of skills unique among research on human intelligence.
LENLS 15 was the 15th event in the series, and it focused on the formal and theoretical aspects of natural language. LENLS (Logic and Engineering of Natural Language Semantics) is an annual international workshop recognized internationally in the formal syntax-semantics-pragmatics community. It has been bringing together for discussion and interdisciplinary communication researchers working on formal theories of natural language syntax, semantics and pragmatics, (formal) philosophy, AI, and
computational linguistics. Additionally, two selected papers which were supposed to be included in the post proceedings of LENLS 14 are also included in this volume.
IDAA 2018 (the First International Workshop of Intelligent Data Analytics and Applications) began in 2018. This workshop aims to bring researchers and practitioners across different AI research and application communities together in a unique forum to present and exchange ideas, results, and experiences in AI technologies and applica- tions. The scope of this workshop focuses on application inspired novel findings, methods, systems, and solutions which demonstrate the impact of data analytics by AI.
It is our great pleasure to be able to share some highlights of these fascinating workshops in this volume. We hope this book will introduce readers to the state-of-the-art research outcomes of JSAI-isAI 2018, and motivate them to participate in future JSAI-isAI events.
July 2018 Kazuhiro Kojima
Maki Sakamoto Ken Satoh Koji Mineshima vi Preface
Organization
Al-Biz 2018
Chairs
Takao Terano Chiba University of Commerce, Japan Setsuya Kurahashi University of Tsukuba, Japan
Hiroshi Takahashi Keio University, Japan
Steering Committee
Reiko Hishiyama Waseda University, Japan
Manabu Ichikawa Shibaura Institute of Technology, Japan Yoko Ishino Yamaguchi University, Japan
Hajime Kita Kyoto University, Japan
Hajime Mizuyama Aoyama Gakuin University, Japan Chathura Rajapaksha University of Kelaniya, Sri Lanka Masakazu Takahashi Yamaguchi University, Japan Shingo Takahashi Waseda University, Japan Takashi Yamada Yamaguchi University, Japan
IDAA 2018
Chairs
Chih-Chieh Hung Tamkang University, Taiwan Chun-Hao Chen Tamkang University, Taiwan Hui-Huang Hsu Tamkang University, Taiwan
JURISIN 2018
Chair
Katsumi Nitta National Institute of Informatics, Japan
Steering Committee
Takehiko Kasahara Toin Yokohama University, Japan Makoto Nakamura Nagoya University, Japan
Katsumi Nitta National Institute of Informatics, Japan Seiichiro Sakurai Meji Gakuin University, Japan
Ken Satoh National Institute of Informatics and Sokendai, Japan Satoshi Tojo Japan Advanced Institute of Science and Technology,
Japan
Katsuhiko Toyama Nagoya University, Japan
Advisory Committee
Trevor Bench-Capon The University of Liverpool, UK Tomas Gordon Fraunfoher FOKUS, Germany
Henry Prakken University of Utrecht and University of Groningen, The Netherlands
John Zeleznikow Victoria University, Australia Robert Kowalski Imperial College London, UK Kevin Ashley University of Pittsburgh, USA
Program Committee
Thomas Agotnes University of Bergen, Norway Natasha Alechina University of Nottingham, UK
Ryuta Arisaka National Institute of Informatics, Japan Kristijonas Cyras Imperial College London, UK
Mehdi Dastani Utrecht University, The Netherlands Marina De Vos University of Bath, UK
Juergen Dix Clausthal University of Technology, Germany Phan Minh Dung Asia Institute of Technology, Thailand Randy Goebel University of Alberta, Canada
Guido Governatori Commonwealth Scientific and Industrial Research Organization, Australia
Tatsuhiko Inatani Kyoto University, Japan Tokuyasu Kakuta Chuo University, Japan Yoshinobu Kano Shizuoka University, Japan
Tetsuro Kawamoto National Institute of Advanced Industrial Science and Technology, Japan
Mi-Young Kim University of Alberta, Canada
Nguyen Le Minh Japan Advanced Institute of Science and Technology, Japan
Beishui Liao Zhejiang University, China Brian Logan The University of Nottingham, UK Hatsuru Morita Tohoku University, Japan
Yoichi Motomura National Institute of Advanced Industrial Science and Technology, Japan
Makoto Nakamura Niigata Institute of Technology, Japan Yoshiaki Nishigai Nihon University, Japan
Konatsu Nishigai Tokyo Metropolitan University, Japan Katsumi Nitta National Institute of Informatics, Japan Paulo Novais University of Minho, Portugal
Julian Padget University of Bath, UK Juliano Rabelo University of Alberta, Canada Monica Palmirani University of Bologna, Italy Seiichiro Sakurai Meiji Gakuin University, Japan Katsuhiko Sano Hokkaido University, Japan
Ken Satoh National Institute of Informatics and Sokendai, Japan viii Organization
Akira Shimazu Japan Advanced Institute of Science and Technology, Japan
Fumio Shimpo Keio University, Japan
Kazuko Takahashi Kansei Gakuin University, Japan
Satoshi Tojo Japan Advanced Institute of Science and Technology, Japan
Katsuhiko Toyama Nagoya University, Japan Rob van den Hoven
van Genderen
VU University Amsterdam, The Netherlands
Leon van der Torre University of Luxembourg, Luxembourg Bart Verheij University of Groningen, The Netherlands Masaharu Yoshioka Hokkaido University, Japan
Harumichi Yuasa Institute of Information Security, Japan Yueh-Hsuan Weng Tohoku University, Japan
LENLS 2018
Chairs
Osamu Sawada (Chair) Mie University, Japan
Daisuke Bekki (Co-chair) Ochanomizu University and National Institute of Informatics, Japan
Koji Mineshima (Co-chair) Ochanomizu University, Japan Elin McCready (Co-chair) Aoyama Gakuin University, Japan
Program Committee
Alastair Butler Hirosaki University, Japan Richard Dietz University of Tokyo, Japan Naoya Fujikawa University of Tokyo, Japan Yurie Hara Waseda University, Japan Magdalena Kaufmann University of Connecticut, USA Yoshiki Mori University of Tokyo, Japan David Y. Oshima Nagoya University, Japan Katsuhiko Sano Hokkaido University, Japan Wataru Uegaki University of Edinburgh, UK
Katsuhiko Yabushita Naruto University of Education, Japan Tomoyuki Yamada Hokkaido University, Japan
Shunsuke Yatabe Kyoto University, Japan Kei Yoshimoto Tohoku University, Japan
SKIL 2018
Chair
Tsutomu Fujinami Japan Advanced Institute of Science and Technology, Japan
Organization ix
Program Committee
Ken Hashizume Osaka University, Japan Kentaro Kodama Kanagawa University, Japan
Yoshifusa Matsuura Yokohama National University, Japan Yuta Ogai Tokyo Polytechnic University, Japan
Mihoko Otake Riken, Japan
Daichi Shimizu Tokyo University, Japan Masaki Suwa Keio University, Japan x Organization
Contents
AI-Biz 2018
Feature Selection on Credit Risk Prediction for Peer-to-Peer Lending . . . 5 Shin-Fu Chen, Goutam Chakraborty, and Li-Hua Li
Capturing Corporate Attributes in a New Perspective Through Fuzzy
Clustering . . . 19 Yusuke Matsumoto, Aiko Suge, and Hiroshi Takahashi
Influences of Diversity on Organizational Performance.*By Using
Faultline Theory* . . . 34 Fumiko Kumada and Setsuya Kurahashi
A Study of New Variable Selection Method Within a Framework
of Real-Coded Genetic Algorithm . . . 50 Takahiro Obata and Setsuya Kurahashi
IDAA 2018
Single Image Dehazing Using Improved Gray World Theory
and Dark Channel Prior . . . 67 Haopeng Zhang, Bo Dong, and Zhiguo Jiang
Analysis of Pulse Diagnosis Data from a TCM Doctor and a Device
by Random Forest. . . 74 Kiichi Tago, Atsushi Ogihara, Shoji Nishimura, and Qun Jin
A Vision Sensor Network to Study Viewers’ Visible Behavior
of Art Appreciation . . . 81 Yilang Wu, Luyi Huang, Zhongyu Wei, and Zixue Cheng
Multi-View Learning of Network Embedding . . . 90 Zhongming Han, Chenye Zheng, Dan Liu, Dagao Duan,
and Weijie Yang
JURISIN 2018
ContractFrames: Bridging the Gap Between Natural Language
and Logics in Contract Law . . . 101 María Navas-Loro, Ken Satoh, and Víctor Rodríguez-Doncel
Reasoning by a Bipolar Argumentation Framework for PROLEG . . . 115 Tatsuki Kawasaki, Sosuke Moriguchi, and Kazuko Takahashi
An Empirical Evaluation of AMR Parsing for Legal Documents . . . 131 Trong Sinh Vu and Le Minh Nguyen
Legal Debugging in Propositional Legal Representation . . . 146 Wachara Fungwacharakorn and Ken Satoh
An Agile Approach to Validate a Formal Representation of the GDPR . . . 160 Cesare Bartolini, Gabriele Lenzini, and Cristiana Santos
COLIEE-2018: Evaluation of the Competition on Legal Information
Extraction and Entailment . . . 177 Yoshinobu Kano, Mi-Young Kim, Masaharu Yoshioka, Yao Lu,
Juliano Rabelo, Naoki Kiyota, Randy Goebel, and Ken Satoh
Legal Question Answering System Using FrameNet . . . 193 Ryosuke Taniguchi, Reina Hoshino, and Yoshinobu Kano
Question Answering System for Legal Bar Examination Using Predicate
Argument Structure . . . 207 Reina Hoshino, Ryosuke Taniguchi, Naoki Kiyota, and Yoshinobu Kano
LENLS 15
Against Grammatical Competition: The Case of MaxElide . . . 225 Pauline Jacobson
The Dog Ate the Damn Cake! The Syntax of Expressive Adjectives . . . 240 Daniel Gutzmann
Applicatives for Anaphora and Presupposition . . . 256 Patrick D. Elliott
Switch Reference and Discourse Anaphora: Lessons from Mbyá. . . 270 Guillaume Thomas
Reconciling Inquisitive Semantics and Generalized Quantifier Theory . . . 282 Ka-fat Chow
Solving the Individuation and Counting Puzzle withk-DRT and MGL:
If I Can Get a Book from the Library, It Saves Me from Needing
to Buy It in the Bookshop. . . 298 Bruno Mery, Richard Moot, and Christian Retoré
xii Contents
Polynomial Event Semantics: Non-Montagovian Proper Treatment
of Quantifiers . . . 313 Oleg Kiselyov
The Logical Principles of Honorification and Dishonorification
in Japanese. . . 325 David Y. Oshima
On the Deliberative Use of the German Modal sollte . . . 341 Frank Sode and Ayaka Sugawara
Scalar Particles in Comparatives: A QUD Approach . . . 357 Eri Tanaka
Event Quantification in Infinitival Complements: A Free-Logic Approach . . . 372 Yu Tomita
A Probabilistic View on Erotetic Argumentation Within Language . . . 385 Grégoire Winterstein
LENLS 14
Quality as a Speech-Act CI and Presuppositions . . . 403 Lukas Rieser
Explaining Prefix Contributions in Russian Using Frame Semantics
and RSA . . . 416 Yulia Zinova
SKL 2018
Prediction of Basketball Free Throw Shooting by OpenPose. . . 435 Masato Nakai, Yoshihiko Tsunoda, Hisashi Hayashi,
and Hideki Murakoshi
Constraints on Joint Degrees of Freedom Affect Human Postural Dynamics:
A Pilot Study . . . 447 Kentaro Kodama, Kazuhiro Yasuda, and Hideo Yamagiwa
Effects of the Difference in Accented Beat Between Jazz and Classical
Music Styles Through Sight-Reading of a Jazz Ad-Lib Solo. . . 461 Daichi Ando
Detecting Freezing-of-Gait Symptom in Parkinson’s Disease by Analyzing
Vertical Motion from Force Plate . . . 468 Dinh-Khiet Le, Takuma Torii, Tsutomu Fujinami, Wannipat Buated,
and Praween Lolekha
Contents xiii
Effects of Casual Computer Game on Cognitive Performance Through
Hemodynamic Signals . . . 478 Phetnidda Ouankhamchan and Tsutomu Fujinami
Author Index . . . 493 xiv Contents
