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Advances in Intelligent Systems and Computing 929 Vijayan Sugumaran Zheng Xu Shankar P. Huiyu Zhou Editors Application of Intelligent Systems in Multi-modal Information Analytics Advances in Intelligent Systems and Computing Volume 929 Series Editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Advisory Editors Nikhil R. Pal, Indian Statistical Institute, Kolkata, India Rafael Bello Perez, Faculty of Mathematics, Physics and Computing, Universidad Central de Las Villas, Santa Clara, Cuba Emilio S. Corchado, University of Salamanca, Salamanca, Spain Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK László T. Kóczy, Department of Automation, Széchenyi István University, Gyor, Hungary Vladik Kreinovich, Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA Chin-Teng Lin, Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan Jie Lu, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia Patricia Melin, Graduate Program of Computer Science, Tijuana Institute of Technology, Tijuana, Mexico NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro, Rio de Janeiro, Brazil Ngoc Thanh Nguyen, Faculty of Computer Science and Management, Wrocław University of Technology, Wrocław, Poland Jun Wang, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong Theseries“AdvancesinIntelligentSystemsandComputing”containspublications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer and information science, ICT, economics, business, e-commerce, environment, healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput- ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion of these paradigms, social intelligence, ambient intelligence, computational neuro- science, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning para- digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent agents, intelligent decision making and support, intelligent network security, trust management,interactiveentertainment,Webintelligenceandmultimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results. ** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink ** More information about this series at http://www.springer.com/series/11156 Vijayan Sugumaran Zheng Xu (cid:129) (cid:129) Shankar P. Huiyu Zhou (cid:129) Editors Application of Intelligent Systems in Multi-modal Information Analytics 123 Editors Vijayan Sugumaran Zheng Xu Department ofDecision andInformation ShanghaiUniversity Sciences Shanghai, China Oakland University Schoolof Business Administration HuiyuZhou Rochester, MI,USA Department ofInformatics University of Leicester Shankar P. Leicester, Leicestershire, UK Vinayaka Mission’sResearch Foundation Aarupadai Veedu Institute of Technology Salem, Tamil Nadu,India ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-030-15738-8 ISBN978-3-030-15740-1 (eBook) https://doi.org/10.1007/978-3-030-15740-1 LibraryofCongressControlNumber:2019934342 ©SpringerNatureSwitzerlandAG2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the 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 orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface We are living in an era of data deluge. The world of big data exhibits a rich and complex set of cross-media contents, such as text, image, video, audio, and graphics. So far, great research efforts have been dedicated separately to big data processing and cross-media mining, with well-grounded theoretical underpinnings and great practical success. However, studies jointly considering cross-media big data analytics are relatively sparse. This research gap needs our further attention, sinceitwillbenefitavarietyofreal-worldapplications.Despiteitssignificanceand value, it is non-trivial to analyze cross-media big data due to their heterogeneity, large-scale volume, increasing size, unstructured nature, correlations, and noise. Multi-modal information systems, which can be treated as the most significant breakthroughinthepast10years,havegreatlyimpactedthemethodologiesutilized in computer vision and achieved terrific progress in both academia and industry. Intelligent systems have been recognized as one of the most important devel- opments in multi-modal informatics domain. Significant progress has been made overthelastfewyearsinthedevelopmentofcomputationalintelligencetechniques such as bio/nature-inspired computing within the artificial intelligence domain. Whileresearchonvariousaspectsofintelligentsystemsandsemantictechnologies isprogressingataveryfastpace,thisisonlythebeginning.Therearestillanumber of issues that have to be explored in terms of the design, implementation, and deployment of intelligent applications and multi-agent systems in various appli- cation domains. For example, the development of novel techniques for computa- tional intelligence in support of deep learning, formal approaches for designing intelligent systems and agent-based applications, ontology-based information systems,andorganizationalimpactofintelligentsystemsandsemantictechnologies in healthcare and education management are some of the areas in need offurther research. Each paper of MMIA2019 was reviewed by at least three independent experts, and the acceptance rate was 40%. The conference would not have been possible withoutthecontributionsoftheauthors.Wesincerelythankalltheauthorsfortheir valuable contributions. v vi Preface We would like to express our thanks to Professor Zhaofeng Ma, Beijing University of Post and Communications, and Professor Xiao Wei, Shanghai University,forbeingthekeynotespeakersattheconference.Wethankthesteering committee, general chairs, program committee chairs, organizing chairs, and workshopchairsfortheirhardwork.Thelocalorganizers’andthestudents’helpis also highly appreciated. Our special thanks are due also to editors for publishing the proceedings in Advances in Intelligent Systems and Computing of Springer. Vijayan Sugumaran Huiyu Zhou Zheng Xu Shankar P. Organization General Chair Tharam Dillon La Trobe University, Australia Program Committee Chairs Vijayan Sugumaran Oakland University, USA Huiyu Zhou Queen’s University Belfast, UK Zheng Xu TRIMPS, China P. Shankar Vinayaka Mission’s Research Foundation (Deemed University), India Publication Chairs Juan Du Shanghai University, China Xinzhi Wang Tsinghua University, China Publicity Chairs Shunxiang Zhang Anhui University of Science and Technology, China Neil Y. Yen University of Aizu, Japan vii viii Organization Local Organizing Chairs Chang Liu Shenyang Aerospace University, China Liyuan Guo Shenyang Aerospace University, China Program Committee Members William Bradley Glisson University of South Alabama, USA George Grispos University of Limerick, Ireland Abdullah Azfar KPMG Sydney, Australia Aniello Castiglione Università di Salerno, Italy Florin Pop University Politehnica of Bucharest, Romania Ben Martini University of South Australia, Australia Wei Wang The University of Texas at San Antonio, USA Neil Yen University of Aizu, Japan Meng Yu The University of Texas at San Antonio, USA Shunxiang Zhang Anhui University of Science and Technology, China Guangli Zhu Anhui University of Science and Technology, China Tao Liao Anhui University of Science and Technology, China Xiaobo Yin Anhui University of Science and Technology, China Xiangfeng Luo Shanghai University, China Xiao Wei Shanghai University, China Huan Du Shanghai University, China Zhiguo Yan Fudan University, China Rick Church UC Santa Barbara, USA Tom Cova University of Utah, USA Susan Cutter University of South Carolina, USA Zhiming Ding Beijing University of Technology, China Yong Ge University of North Carolina at Charlotte, USA T. V. Geetha Anna University, India Danhuai Guo Computer Network Information Center, Chinese Academy of Sciences, China Jeng-Neng Hwang University of Washington, USA Jianping Fang University of North Carolina at Charlotte, USA Jianhui Li Computer Network Information Center, Chinese Academy of Sciences, China Yi Liu Tsinghua University, China Foluso Ladeinde State University of New York in South Korea, Korea Organization ix Kuien Liu Pivotal Inc., USA Feng Lu Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China Ricardo J. Soares Magalhaes University of Queensland, Australia D. Manjula Anna University, India Alan Murray Drexel University, USA S. Murugan SathyabamaInstituteofScienceandTechnology, India Yasuhide Okuyama University of Kitakyushu, Japan S. Padmavathi Amrita University, India Latha Parameswaran Amrita University, India S. Suresh SRM University, India Xing Xie Microsoft Research Asia, China Wei Xu Renmin University of China, China Chaowei Phil Yang George Mason University, USA Enwu Yin China CDC, USA Hengshu Zhu Baidu, Inc., China Morshed Chowdhury Deakin University, Australia Min Hu Shanghai University, China Gang Luo Shanghai University, China Juan Chen Shanghai University, China Qigang Liu Shanghai University, China
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