IFIP AICT 465 Tharam Dillon (Ed.) Artificial Intelligence in Theory and Practice IV 4th IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2015 Held as Part of WCC 2015 Daejeon, South Korea, October 4–7, 2015 Proceedings 123 IFIP Advances in Information and Communication Technology 465 Editor-in-Chief KaiRannenberg,GoetheUniversityFrankfurt,Germany EditorialBoard FoundationofComputerScience JacquesSakarovitch,TélécomParisTech,France Software:TheoryandPractice MichaelGoedicke,UniversityofDuisburg-Essen,Germany Education ArthurTatnall,VictoriaUniversity,Melbourne,Australia InformationTechnologyApplications ErichJ.Neuhold,UniversityofVienna,Austria CommunicationSystems AikoPras,UniversityofTwente,Enschede,TheNetherlands SystemModelingandOptimization FrediTröltzsch,TUBerlin,Germany InformationSystems JanPries-Heje,RoskildeUniversity,Denmark ICTandSociety DianeWhitehouse,TheCastlegateConsultancy,Malton,UK ComputerSystemsTechnology RicardoReis,FederalUniversityofRioGrandedoSul,PortoAlegre,Brazil SecurityandPrivacyProtectioninInformationProcessingSystems YukoMurayama,IwatePrefecturalUniversity,Japan ArtificialIntelligence TharamDillon,LaTrobeUniversity,Melbourne,Australia Human-ComputerInteraction JanGulliksen,KTHRoyalInstituteofTechnology,Stockholm,Sweden EntertainmentComputing MatthiasRauterberg,EindhovenUniversityofTechnology,TheNetherlands IFIP –The International FederationforInformationProcessing IFIPwas foundedin 1960underthe auspicesof UNESCO, followingthe First World ComputerCongressheldinParisthepreviousyear.Anumbrellaorganizationforsoci- etiesworkingininformationprocessing,IFIP’saimistwo-fold:tosupportinformation processingwithinitsmembercountriesandtoencouragetechnologytransfertodevel- opingnations.Asitsmissionstatementclearlystates, IFIP’smissionistobetheleading,trulyinternational,apoliticalorganizationwhich encourages and assists in the development, exploitation and application of informationtechnologyforthebenefitofallpeople. IFIP is a non-profitmakingorganization,run almost solely by 2500 volunteers. It operatesthrougha numberoftechnicalcommittees,whichorganizeeventsandpubli- cations. IFIP’s events range from an international congress to local seminars, but the mostimportantare: (cid:129) TheIFIPWorldComputerCongress,heldeverysecondyear; (cid:129) Openconferences; (cid:129) Workingconferences. TheflagshipeventistheIFIPWorldComputerCongress,atwhichbothinvitedand contributed papers are presented. Contributed papers are rigorously refereed and the rejectionrateishigh. AswiththeCongress,participationintheopenconferencesisopentoallandpapers maybeinvitedorsubmitted.Again,submittedpapersarestringentlyrefereed. Theworkingconferencesarestructureddifferently.Theyareusuallyrunbyawork- inggroupandattendanceissmallandbyinvitationonly.Theirpurposeistocreatean atmosphereconducivetoinnovationanddevelopment.Refereeingisalsorigorousand papersaresubjectedtoextensivegroupdiscussion. PublicationsarisingfromIFIPeventsvary.ThepaperspresentedattheIFIPWorld ComputerCongressandatopenconferencesarepublishedasconferenceproceedings, while the results of the workingconferencesare often publishedas collections of se- lectedandeditedpapers. Any nationalsociety whose primaryactivity is aboutinformationprocessingmay applyto becomea fullmemberofIFIP, althoughfullmembershipis restrictedto one societypercountry.FullmembersareentitledtovoteattheannualGeneralAssembly, Nationalsocietiespreferringalesscommittedinvolvementmayapplyforassociateor correspondingmembership.Associate membersenjoy the same benefitsas fullmem- bers, but without voting rights. Corresponding members are not represented in IFIP bodies.Affiliatedmembershipisopentonon-nationalsocieties,andindividualandhon- orarymembershipschemesarealsooffered. Moreinformationaboutthisseriesathttp://www.springer.com/series/6102 Tharam Dillon (Ed.) fi Arti cial Intelligence in Theory and Practice IV 4th IFIP TC 12 International Conference fi on Arti cial Intelligence, IFIP AI 2015 Held as Part of WCC 2015 – Daejeon, South Korea, October 4 7, 2015 Proceedings 123 Editor Tharam Dillon LaTrobe University Melbourne Australia ISSN 1868-4238 ISSN 1868-422X (electronic) IFIPAdvances in Information andCommunication Technology ISBN 978-3-319-25260-5 ISBN978-3-319-25261-2 (eBook) DOI 10.1007/978-3-319-25261-2 LibraryofCongressControlNumber:2015950873 SpringerChamHeidelbergNewYorkDordrechtLondon ©IFIPInternationalFederationforInformationProcessing2015 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe 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. 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Printedonacid-freepaper SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface The papers in this volume comprise the refereed proceedings of the conference Artificial Intelligence in Theory and Practice (IFIP AITP 2015), which formed part of the 23rd World Computer Congress of IFIP, the International Federation for Infor- mation Processing (WCC-2015), held in Daejeon, Korea, in October 2015. The conference was organized by the IFIP Technical Committee on Artificial Intelligence (Technical Committee 12) and its Working Groups. TC12 was formed in 1989. It now has members representing 33 national computer societies, together with representativesoftheACMandtheIEEE,andhasnineworkinggroupscoveringmajor topics in artificial intelligence (AI). The aims of TC12 are: (cid:129) TofosterthedevelopmentandunderstandingofAIanditsapplicationsworldwide. (cid:129) TopromoteinterdisciplinaryexchangesbetweenAIandotherfieldsofinformation processing. (cid:129) TocontributetotheoverallaimsandobjectivesandfurtherdevelopmentofIFIPas the international body for information processing. TC12carriesouttheseactivitiesthroughitsnineworkinggroupsthatareasfollows: WG 12.1 - Knowledge Representation and Reasoning led by Dr. Matthias Thimm WG 12.2 - Machine Learning and Data Mining led by Prof. Zhongzhi Shi WG 12.3 - Intelligent Agents led by Prof. Helder Coelho WG 12.4 - Web Semantics led by Prof. Elizabeth Chang WG 12.5 - Artificial Intelligence Applications led by Prof. Ilias Maglogiannis WG 12.6 - Knowledge Management led by Prof. Eunika Mercier-Laurent WG 12.7 - Social Networking Semantics and Collective Intelligence led by Dr. Pieter De Leenheer WG 12.8 - Intelligent Bioinformatics and Biomedical Systems led by Prof. Phoebe Chen WG 12.9 - Computational Intelligence led by Prof. Tharam Dillon ForAITP2015,wereceivedsubmissionsfromauthorsthathighlightedthebenefits of AI technology for industry and services. We also received papers that highlighted the benefits of using AI in interdisciplinary areas such as bioinformatics. All papers were reviewed by three members and in a very few cases by at least two members of ourProgramCommitteeandfinaldecisionsweremadebytheprogramchair.Thebest paperswereselectedfortheconferenceaslongpapersandareincludedinthisvolume. The international nature of IFIP is amply reflected in the large number of countries represented here. I thank the Program Committee members, for all their efforts and for reviewing papers under a very tight deadline and maintaining the high quality of the conference. ThisisthelatestinaseriesofconferencesorganizedbyIFIPTechnicalCommittee12 VI Preface dedicated to the techniques of artificial intelligence and their real-world applications. The wide range and importance of these applications is clearly indicated by the papersinthisvolume.FurtherinformationaboutTC12canbefoundonourwebsiteat http://www.ifiptc12.org. August 2015 Tharam Dillon Organization Conference and Program Chair Tharam Dillon La Trobe University, Australia Publications Chair Omar Hussain UNSW Canberra, Australia Web Master Naeem Janjua UNSW Canberra, Australia Program Committee Members Tharam Dillon La Trobe University, Australia Ilias Maglogiannis University of Piraeus, Greece Elize Ehlers University of Johanesburg, South Africa Zhongzhi Shi Chinese Academy of Sciences, China Roman Slowinski Poznan University of Technology, Poland Eunika Mercier-Laurent Knowledge and Innovation Management and IAE Lyon University, France Matthias Thimm Universität Koblenz, Germany Nenad Stefanovic University of Kragujevac, Serbia Serena Villata Inria Sophia Antipolis, France Peter Haddawy Asian Institute of Technology, Thailand Oliver Obst CSIRO ICT Centre, Australia Farookh Khadeer Hussain University of Technology, Australia Omar Khadeer Hussain University of New South Wales, Australia Naeem Khalid Janjua University of New South Wales, Australia Geoffrey Holmes University of Waikato, New Zealand James Harland RMIT University, Australia Merlin Teodosia Suarez De La Salle University, Philippines Guandong Xu University of Technology, Sydney, Australia Chengqi Zhang University of Technology, Sydney, Australia Fukuta Naoki Shizuoka University, Japan Tru Cao Ho Chi Minh City University of Technology, Vietnam Aizawa Akiko National Institute of Informatics, Japan Jiamou Liu Auckland University of Technology, New Zealand Reinhard Moratz University of Maine, USA Vasile Palade Coventry University, UK VIII Organization Enrique de la Hoz University of Alcala, Spain Du Zhang California State University, USA Muhammad Marwan The University of Tromsø, Norway Muhammad Fuad Patrice Boursier International University of Malaya-Wales, Malaysia Yanchang Zhao RDataMining.com, Australia Yuedong Yang Griffith University, Australia Yi Zeng Institute of Automation, Chinese Academy of Sciences, China Tudor Groza Garvan Institute of Medical Research, Australia Takayuki Ito Nagoya Institute of Technology, Japan John Springer Purdue University, USA Xiaofeng Zhu Guangxi Normal University, China Kit Yan Chan Curtin University, Australia Yu-N Cheah Universiti Sains Malaysia, Malaysia Xudong Luo Sun Yat Sun University, China Ernesto Damiani Ebtic/KUSTAR, UAE M.A. Hakim Newton III, Griffith University, Australia Elizabeth Chang Univeristy of New South Wales, Australia Gintautas Dzemyda Vilnius University, Lithuania Pavol Navrat Slovak University of Technology in Bratislava, Slovakia Tasneem Memon Australian Defence Force Academy, Australia Contents Artificial Intelligence Techniques in Bio Medicine Efficacy of the Fuzzy Polynucleotide Space in Phylogenetic Tree Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Awanti Sambarey and Ashok Deshpande An Overview of Semantically-Based TCM Telemedicine Systems. . . . . . . . . 17 Jackei H.K. Wong and Wilfred W.K. Lin Teenagers’ Stress Detection Based on Time-Sensitive Micro-blog Comment/Response Actions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 Liang Zhao, Jia Jia, and Ling Feng Artificial Intelligence for Knowledge Management A Novel Approach for Resolving Knowledge Inconsistency on Ontology Syntactic Level. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 Trung Van Nguyen, Jason J. Jung, and Hanh Huu Hoang Dynamic Data Mart for Business Intelligence. . . . . . . . . . . . . . . . . . . . . . . 50 E. Chang, W. Rahayu, M. Diallo, and M. Machizaud ANOVA Based Approch for Efficient Customer Recognition: Dealing with Common Names . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64 Morteza Saberi and Zahra Saberi Wholesale Power to Hydrogen: Adaptive Trading Approaches in a Smart Grid Ecosystem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75 Serkan Özdemir and Rainer Unland Computational Intelligence and Algorithms Computational Intelligence Approach to Capturing the Implied Volatility. . . . 85 Fahed Mostafa, Tharam Dillon, and Elizabeth Chang CCF-Based Awareness in Agent Model ABGP. . . . . . . . . . . . . . . . . . . . . . 98 Zhongzhi Shi, Jinpeng Yue, Gang Ma, and Xi Yang Evaluation of Recent Computational Approaches in Short-Term Traffic Forecasting. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 Haofan Yang, Tharam S. Dillon, and Yi-Ping Phoebe Chen