Table Of ContentIFIP AICT 510
Zhongzhi Shi
Ben Goertzel
Jiali Feng (Eds.)
Intelligence Science I
Second IFIP TC 12 International Conference, ICIS 2017
Shanghai, China, October 25–28, 2017
Proceedings
123
IFIP Advances in Information
and Communication Technology 510
Editor-in-Chief
Kai Rannenberg, Goethe University Frankfurt, Germany
Editorial Board
TC 1 – Foundations of Computer Science
Jacques Sakarovitch, Télécom ParisTech, France
TC 2 – Software: Theory and Practice
Michael Goedicke, University of Duisburg-Essen, Germany
TC 3 – Education
Arthur Tatnall, Victoria University, Melbourne, Australia
TC 5 – Information Technology Applications
Erich J. Neuhold, University of Vienna, Austria
TC 6 – Communication Systems
Aiko Pras, University of Twente, Enschede, The Netherlands
TC 7 – System Modeling and Optimization
Fredi Tröltzsch, TU Berlin, Germany
TC 8 – Information Systems
Jan Pries-Heje, Roskilde University, Denmark
TC 9 – ICT and Society
Diane Whitehouse, The Castlegate Consultancy, Malton, UK
TC 10 – Computer Systems Technology
Ricardo Reis, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
TC 11 – Security and Privacy Protection in Information Processing Systems
Steven Furnell, Plymouth University, UK
TC 12 – Artificial Intelligence
Ulrich Furbach, University of Koblenz-Landau, Germany
TC 13 – Human-Computer Interaction
Marco Winckler, University Paul Sabatier, Toulouse, France
TC 14 – Entertainment Computing
Matthias Rauterberg, Eindhoven University of Technology, The Netherlands
IFIP – The International Federation for Information Processing
IFIP was founded in 1960 under the auspices of UNESCO, following the first World
ComputerCongressheldinParisthepreviousyear.Afederationforsocietiesworking
in information processing, IFIP’s aim is two-fold: to support information processing in
the countries of its members and to encourage technology transfer to developing na-
tions. As its mission statement clearly states:
IFIP is the global non-profit federation of societies of ICT professionals that aims
at achieving a worldwide professional and socially responsible development and
applicationofinformationandcommunicationtechnologies.
IFIP is a non-profit-making organization, run almost solely by 2500 volunteers. It
operates through a number of technical committees and working groups, which organize
events and publications. IFIP’s events range from large international open conferences
to working conferences and local seminars.
The flagship event is the IFIP World Computer Congress, at which both invited and
contributed papers are presented. Contributed papers are rigorously refereed and the
rejectionrateishigh.
As with the Congress, participation in the open conferences is open to all and papers
may be invited or submitted. Again, submitted papers are stringently refereed.
The working conferences are structured differently. They are usually run by a work-
ing group and attendance is generally smaller and occasionally by invitation only. Their
purpose is to create an atmosphere conducive to innovation and development. Referee-
ing is also rigorous and papers are subjected to extensive group discussion.
Publications arising from IFIP events vary. The papers presented at the IFIP World
Computer Congress and at open conferences are published as conference proceedings,
while the results of the working conferences are often published as collections of se-
lectedandeditedpapers.
IFIP distinguishes three types of institutional membership: Country Representative
Members, Members at Large, and Associate Members. The type of organization that
can apply for membership is a wide variety and includes national or international so-
cieties of individual computer scientists/ICT professionals, associations or federations
of such societies, government institutions/government related organizations, national or
international research institutes or consortia, universities, academies of sciences, com-
panies, national or international associations or federations of companies.
More information about this series at http://www.springer.com/series/6102
Zhongzhi Shi Ben Goertzel
(cid:129)
Jiali Feng (Eds.)
Intelligence Science I
Second IFIP TC 12 International Conference, ICIS 2017
–
Shanghai, China, October 25 28, 2017
Proceedings
123
Editors
Zhongzhi Shi JialiFeng
ChineseAcademy of Sciences ShanghaiMaritime University
Beijing Shanghai
China China
BenGoertzel
MachineIntelligence Research Institute
Rockville, MD
USA
ISSN 1868-4238 ISSN 1868-422X (electronic)
IFIPAdvances in Information andCommunication Technology
ISBN 978-3-319-68120-7 ISBN978-3-319-68121-4 (eBook)
DOI 10.1007/978-3-319-68121-4
LibraryofCongressControlNumber:2017954896
©IFIPInternationalFederationforInformationProcessing2017
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material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,
broadcasting, reproduction on microfilms or in any other physical way, and transmission or information
storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow
knownorhereafterdeveloped.
Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication
doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant
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Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare
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give a warranty, express or implied, with respect to the material contained herein or for any errors or
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Preface
This volume comprises the proceedings of the Second International Conference on
Intelligence Science (ICIS). Artificial intelligence research has made substantial pro-
gress inspecial areas. However,deeper understandingoftheessenceofintelligence is
far from sufficient and, therefore, many state-of-the-art intelligent systems are still not
abletocompetewithhumanintelligence.Toadvanceresearchinartificialintelligence,
it is necessary to investigate intelligence, both artificial and natural, in an interdisci-
plinary context. The objective of this conference is to bring together researchers from
brain science, cognitive science, and artificial intelligence to explore the essence of
intelligence and related technologies. The conference provides a platform for the dis-
cussion of key issues related to intelligence science.
For the Second International Conference on Intelligence Science (ICIS 2017), we
received more than 82 papers, of which 39 papers are included in this program as
regularpapersandnineasshortpapers.Wearegratefulforthededicatedworkofboth
theauthorsandthereferees,andwehopetheseproceedingswillcontinuetobearfruit
over the years to come. All papers submitted were reviewed by three referees.
Aconference suchasthiscannot succeed without help from many individualswho
contributetheirvaluabletimeandexpertise.Wewanttoexpressoursinceregratitudeto
the Program Committee members and referees, who invested many hours for reviews
and deliberations. They provided detailed and constructive review reports that signif-
icantly improved the papers included in the program.
We are very grateful for the sponsorship of the following organizations: Chinese
Association for Artificial Intelligence (CAAI), IFIP TC12, China Chapter of Interna-
tional Society for Information Studies, Shanghai Maritime University, Shanghai
Society for Noetic Science. The event was co-sponsored by the Shanghai Association
for Science and Technology (SAST), Shanghai Association for Artificial Intelligence
(SAAI), Shanghai Logic Association (SLA), IEEE Shanghai Chapter, and Institute of
ComputingTechnology,ChineseAcademyofSciences.ThankstoProfessorXiaofeng
Wang for his role as chair of the Organizing Committee.
Finally, we hope you find this volume inspiring and informative.
August 2017 Zhongzhi Shi
Ben Goertzel
Jiali Feng
Organization
Sponsors
Chinese Association for Artificial Intelligence (CAAI)
China Chapter under International Society for Information Studies
Co-sponsors
IFIP Technical Committee 12
Shanghai Association for Science and Technology (SAST)
Shanghai Association for Artificial Intelligence (SAAI)
Shanghai Logic Association (SLA)
IEEE Shanghai Section Joint Chapter
Science and Technology on Information Systems Engineering Laboratory,
National University of Defense Technology
Organizers
Shanghai Maritime University
Shanghai Association for Noetic Science
Supporters
Shanghai Municipal Commission of Economy and Informatization
Shanghai Association for Science and Technology (SAST)
Steering Committee
Muming Poo Chinese Academy of Sciences, China
Xiongli Yang Fudan University, China
Changjun Jiang Donghua University, China
Aoying Zhou East China Normal University, China
Guangjian Zhang Chinese Association for Noetic Science, China
General Chairs
Yixin Zhong Beijing University of Posts and Telecommunications,
China
Youfang Huang Shanghai Maritime University, China
Karlheinz Meier Heidelberg University, Germany
VIII Organization
Program Chairs
Zhongzhi Shi Institute of Computing Technology, Chinese Academy
of Sciences, China
Ben Goertzel Machine Intelligence Research Institute, USA
Jiali Feng Shanghai Maritime University, China
Program Committee
Agnar Aamodt, Norway Qingyong Li, China
Ansguar Bernardi, Germany Wu Li, China
Jean-Yves Beziau, Brazil Xiaoli Li, Singapore
Guoqiang. Bi, China Yu Li, France
Joseph E. Brenner, Switzerland Jiye. Liang, China
Jiang Cai, China Chenglin Liu, China
Wen Cai, China Derong Liu, China
Jinde Cao, China Zengliang Liu, China
Mihir Kr. Chakraborty, India Jiansu Luo, China
Dongsheng Chen, China Ping Luo, China
Huanhuan Chen, China Xudong Luo, China
Weineng Chen, China Shaoping Ma, China
Zhicheng Chen, China Pedro C. Marijuán, Spain
Zhihua Cui, China Shimin Meng, China
Shifei. Ding, China Zuqiang Meng, China
Gordana Dodig-Crnkovic, Sweden Eunika Mercier-Laurent, France
Elias Ehlers, South Africa Duoqian Miao, China
Jiali Feng, China Miec Owoc, Poland
Xiaolan Fu, China He Ouyang, China
Urich Furbach, Germany Gang. Pan, China
Junbao Gao, China Yan Peng, China
Xiaozhi Gao, China Xi Peng, China
Ping Guo, China Germano Resconi, Italy
Xiaokun Guo, China Fuji Ren, Japan
Huacan He, China Paul S. Rosenbloom, USA
Tzung-Pei Hong, Taiwan Qiangjin Shao, China
Jincai Huang, China Yinghuan Shi, China
Zhisheng Huang, The Netherlands Yuhui Shi, China
Changjun Jiang, China Zhongzhi Shi, China
Xiaoqian Jiang, USA Katsunori Shimohara, Japan
Shengming Jiang, China Bailu. Si, China
Licheng Jiao, China Andreej Skowron, Poland
Yaochu Jin, UK Fuchun Sun, China
Glgun Kayakutlu, Turkey Chaoli Sun, China
Dehua Li, China Huajin Tang, China
Gang Li, Australia Lorna Uden, UK
Jiuyong Li, Australia S. Vadera, UK
Organization IX
Lei Wang, China Dezhong Yao, China
Guoying. Wang, China Yiyu Yao, Canada
Jianyong Wang, China Kun Yue, China
Lei Wang, China Dajun Zeng, China
Li Wang, China Weiming Zeng, China
Pei Wang, USA Yi Zeng, China
Peizhuang Wang, China Guangjian Zhang, China
Shuang Wang, China Jun Zhang, China
Wansen Wang, China Junping Zhang, China
Xiaofeng Wang, China Liqing. Zhang, China
Xiaojie Wang, China Xiaohong Zhang, China
Guolin Wu, China Yi Zhang, China
Kun Wu, China Yinsheng Zhang, China
Yi Wu, China Chuan Zhao, China
Xiangqian Wu, China Keqin Zhao, China
Xiaolan Xie, China Yixin Zhong, China
Hui Xiong, USA Jinglun Zhou, China
Guibao Xu, China Rigui Zhou, China
Guilin Xu, China Zhihua Zhou, China
Xinzheng Xu, China Yueting Zhuang, China
Yubin Yang, China Jun. Zhu, China
Zhen Yang, China Xiaohui Zou, China
Organizing Committee
Chairs
Xiaofeng Wang Shanghai Maritime University and Shanghai
Association for Noetic Science, China
Rigui Zhou Shanghai Maritime University, China
Secretary General
Jin Liu Shanghai Maritime University, China
Local Arrangements Chair
Miao Song Shanghai Maritime University, China
Finance Chair
Han Zhang Shanghai Maritime University, China
Email: [email protected]
Publication Chair
Junbo Gao Shanghai Maritime University, China
X Organization
Publicity Chair
Min Liu Shanghai Maritime University, China
International Liaison
Hong Zhu Shanghai Maritime University, China
Email: [email protected]