New Frontiers in Artificial Intelligence : JSAI-isAI 2016 Workshops, LENLS, HAT-MASH, AI-Biz, JURISIN and SKL, Kanagawa, Japan, November 14-16, 2016, Revised Selected Papers

347 Pages·2017·19.72 MB·English

by  Arai

Setsuya Kurahashi · Yuiko Ohta
Sachiyo Arai · Ken Satoh
Daisuke Bekki (Eds.)
7
4
2 New Frontiers
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A in Artificial Intelligence
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JSAI-isAI 2016 Workshops, LENLS
HAT-MASH, AI-Biz, JURISIN and SKL
Kanagawa, Japan, November 14–16, 2016
Revised Selected Papers
123
fi
Lecture Notes in Arti cial Intelligence 10247
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
Setsuya Kurahashi Yuiko Ohta
(cid:129)
Sachiyo Arai Ken Satoh
(cid:129)
Daisuke Bekki (Eds.)
New Frontiers
fi
in Arti cial Intelligence
JSAI-isAI 2016 Workshops, LENLS
HAT-MASH, AI-Biz, JURISIN and SKL
–
Kanagawa, Japan, November 14 16, 2016
Revised Selected Papers
123
Editors
SetsuyaKurahashi Ken Satoh
Graduate Schoolof Business Sciences National Institute ofInformatics
University of Tsukuba Tokyo
Tokyo Japan
Japan
Daisuke Bekki
YuikoOhta Ochanomizu University
Fujitsu LaboratoriesLtd. Tokyo
Kawasaki Japan
Japan
SachiyoArai
ChibaUniversity
Chiba
Japan
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Artificial Intelligence
ISBN 978-3-319-61571-4 ISBN978-3-319-61572-1 (eBook)
DOI 10.1007/978-3-319-61572-1
LibraryofCongressControlNumber:2017936043
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
JSAI-isAI (JSAI International Symposium on Artificial Intelligence) 2016 was the
eighth international symposium on AI supported by the Japanese Society of Artificial
Intelligence (JSAI). JSAI-isAI 2016 was successfully held during November 14–16 at
KeioUniversityinKanagawa,Japan.Inall,177peoplefrom14countriesparticipated.
The symposium took place after the JSAI SIG joint meeting. As the total number of
participants for these two co-located events was about 990, it was the second-largest
JSAI event in 2016 after the JSAI annual meeting.
JSAI-isAI 2016 included seven workshops, where 13 invited talks and 81 papers
werepresented.Thisvolume,“NewFrontiersinArtificialIntelligence:JSAI-isAI2016
Workshops,” comprises the proceedings of JSAI-isAI 2016. From five (LENLS 13,
HAT-MASH 2016, AI-Biz 2016, JURISIN 2016, and SKL 2016) out of seven
workshops, 22 papers were carefully selected and revised according to the comments
of the workshop Program Committees. About 34% of the total submissions were
selected for inclusion in the conference proceedings.
LENLS 13 was the 13th event in the series, and it focused on the formal and
theoretical aspects of natural language. LENLS (Logic and Engineering of Natural
LanguageSemantics)isanannualinternationalworkshoprecognizedinternationallyin
the formal syntax–semantics–pragmatics community. It brings together for discussion
andinterdisciplinarycommunicationresearchersworkingonformaltheoriesofnatural
languagesyntax,semanticsandpragmatics,(formal)philosophy,artificialintelligence,
and computational linguistics.
HAT-MASH2016(HealthyAgingTechMashupService,DataandPeople)wasthe
second international workshop in the series; it bridges healthy aging and elderly care
technology, information technology, and service engineering. The main objective of
this workshop was to provide a forum to discuss important research questions and
practical challenges in healthy aging and elderly care support to promote transdisci-
plinary approaches.
AI-Biz 2016 (Artificial Intelligence of and for Business) was the first workshop, in
the series held to foster the concepts and techniques of business intelligence (BI) in
artificial intelligence. BI should include such cutting-edge techniques as data science,
agent-based modelling, complex adaptive systems, and IoT. The main purpose of this
workshop is to provide a forum to discuss important research questions and practical
challengesinBI,businessinformatics,dataanalysisandagent-basedmodellingsoasto
exchange the latest results and to join efforts in solving the common challenges.
JURISIN 2016 was the 10th 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 the 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.
VI Preface
SKL 2016 (the Third International Workshop on Skill Science) aimed to interna-
tionalize the research on skill sciences through the meeting. Human skills involve
well-attuned perception and fine motor control, often accompanied by thoughtful
planning.Theinvolvementofbody,environment,andtoolsmediatingthemmakesthe
study of skills unique among researches of human intelligence.
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 2016 and motivate them to participate
in future JSAI-isAI events.
April 2017 Setsuya Kurahashi
Yuiko Ohta
Sachiyo Arai
Ken Satoh
Daisuke Bekki
Contents
LENLS 13
Proper Names in Interaction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5
Robin Cooper
An Analysis of Selectional Restrictions with Dependent Type Semantics. . . . 19
Eriko Kinoshita, Koji Mineshima, and Daisuke Bekki
Non-canonical Coordination in the Transformational Approach. . . . . . . . . . . 33
Oleg Kiselyov
Rich Situated Attitudes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45
Kristina Liefke and Mark Bowker
Reference and Pattern Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62
Youichi Matsusaka
Negotiating Epistemic Authority. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74
Eric McCready and Grégoire Winterstein
Challenges in the Computational Implementation of Montagovian
Lexical Semantics. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90
Bruno Mery
Truth Conditionals and Use Conditionals: An Expressive Modal Analysis . . . 108
Lukas Rieser
On the Interpretation of Dependent Plural Anaphora
in a Dependently-Typed Setting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
Ribeka Tanaka, Koji Mineshima, and Daisuke Bekki
HAT-MASH 2016
Toward Sentiment Analysis in Elderly Care Facility . . . . . . . . . . . . . . . . . . 143
KenFukuda,SatoshiNishimura,HuizhiLiang,andTakuichiNishimura
AI-Biz 2016
The Passenger Decision Making Mechanism of Self-service Kiosk
at the Airport . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159
Keiichi Ueda and Setsuya Kurahashi
VIII Contents
A Study of Crucial Factors for In-App Purchase of Game Software. . . . . . . . 176
Meng-Ru Lin and Goutam Chakraborty
An Agent-Based Model for Evaluating Post-acquisition Integration
Strategies. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 188
Jing Su, Mohsen Jafari Songhori, Takamasa Kikuchi,
Masahiro Toriyama, and Takao Terano
Assessing Long-Term Care Resource Distribution in China
by Simulating Care-Seeking Behaviors . . . . . . . . . . . . . . . . . . . . . . . . . . . 204
Shuang Chang, Wei Yang, and Hiroshi Deguchi
The Research of Bankruptcies’ Succession by Systemic Risk Index. . . . . . . . 220
Morito Hashimoto and Setsuya Kurahashi
JURISIN 2016
Voluntary Manslaughter? A Case Study with Meta-Argumentation
with Supports. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241
Ryuta Arisaka and Ken Satoh
Argument-Based Logic Programming for Analogical Reasoning . . . . . . . . . . 253
Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung,
and Prachya Boonkwan
Estimating Legal Document Structure by Considering Style Information
and Table of Contents. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 270
Yoichi Hatsutori, Katsumasa Yoshikawa, and Haruki Imai
Legal Yes/No Question Answering System Using Case-Role Analysis. . . . . . 284
Ryosuke Taniguchi and Yoshinobu Kano
Question Answering of Bar Exams by Paraphrasing and Legal
Text Analysis. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 299
Mi-Young Kim, Ying Xu, Yao Lu, and Randy Goebel
SKL 2016
A Basic Study of Gaze Behavior Measurement Methodology for Drivers
in Autonomous Vehicles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 317
Rie Osawa, Shota Imafuku, and Susumu Shirayama
Toward a Mechanistic Account for Imitation Learning: An Analysis
of Pendulum Swing-Up . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 327
Takuma Torii and Shohei Hidaka
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 345
LENLS 13