Advances in Intelligent Systems and Computing 773 Leonard Barolli · Fatos Xhafa Nadeem Javaid · Tomoya Enokido Editors Innovative Mobile and Internet Services in Ubiquitous Computing Proceedings of the 12th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2018) Advances in Intelligent Systems and Computing Volume 773 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftopicsspansallthe areasofmodernintelligentsystemsandcomputingsuchas:computationalintelligence,softcomputing includingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusionoftheseparadigms, social intelligence, ambient intelligence, computational neuroscience, 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 paradigms,machineethics,intelligent data analysis, knowledge management, intelligent agents, intelligent decision making and support, intelligentnetworksecurity,trustmanagement,interactiveentertainment,Webintelligenceandmultimedia. Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarilyproceedings ofimportantconferences,symposiaandcongresses.Theycoversignificantrecentdevelopmentsinthe field,bothofafoundationalandapplicablecharacter.Animportantcharacteristicfeatureoftheseriesis theshortpublicationtimeandworld-widedistribution.Thispermitsarapidandbroaddisseminationof researchresults. AdvisoryBoard Chairman NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India e-mail:[email protected] Members RafaelBelloPerez,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba e-mail:[email protected] EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain e-mail:[email protected] HaniHagras,UniversityofEssex,Colchester,UK e-mail:[email protected] LászlóT.Kóczy,SzéchenyiIstvánUniversity,Győr,Hungary e-mail:[email protected] VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA e-mail:[email protected] Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan e-mail:[email protected] JieLu,UniversityofTechnology,Sydney,Australia e-mail:[email protected] PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico e-mail:[email protected] NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil e-mail:[email protected] NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland e-mail:[email protected] JunWang,TheChineseUniversityofHongKong,Shatin,HongKong e-mail:[email protected] Moreinformationaboutthisseriesathttp://www.springer.com/series/11156 Leonard Barolli Fatos Xhafa (cid:129) Nadeem Javaid Tomoya Enokido (cid:129) Editors Innovative Mobile and Internet Services in Ubiquitous Computing Proceedings of the 12th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2018) 123 Editors Leonard Barolli Nadeem Javaid Faculty of Information Engineering, Department ofComputer Science Departmentof Information and COMSATS Institute of Information Communication Engineering Technology Fukuoka Institute of Technology Islamabad Fukuoka Pakistan Japan Tomoya Enokido Fatos Xhafa Rissho University Technical University of Catalonia Tokyo Barcelona Japan Spain ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-319-93553-9 ISBN978-3-319-93554-6 (eBook) https://doi.org/10.1007/978-3-319-93554-6 LibraryofCongressControlNumber:2018946631 ©SpringerInternationalPublishingAG,partofSpringerNature2019 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 authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. Printedonacid-freepaper ThisSpringerimprintispublishedbytheregisteredcompanySpringerInternationalPublishingAG partofSpringerNature Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Welcome Message of IMIS-2018 International Conference Organizers Welcome to the 12th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2018), which will be held from July 4th to July 6th, 2018, at Kunibiki Messe, Matsue, Japan, in conjunction with the 12th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS-2018). This International Conference focuses on the challenges and solutions for Ubiquitous and Pervasive Computing (UPC) with an emphasis on innovative, mobile, and Internet services. With the proliferation of wireless technologies and electronicdevices,thereisafast-growinginterestinUPC.UPCenablestocreatea human-oriented computing environment where computer chips are embedded in everyday objects and interact with physical world. Through UPC, people can get online even while moving around, thus having almost permanent access to their preferredservices.Withagreatpotentialtorevolutionizeourlives,UPCalsoposes newresearchchallenges.Theconferenceprovidesanopportunityforacademicand industry professionals to discuss the latest issues and progress in the area of UPC. For IMIS-2018, we received many paper submissions from all over the world. The papers included in the proceedings cover important aspects of UPC research domain.Thisyear,wereceived168submissionsandafteracarefulreviewprocess of 3 independent reviews per submission, 47 papers were accepted (about 28% acceptance rate). Itisimpossibletoorganizesuchasuccessfulprogramwithoutthehelpofmany individuals. We would like to express our great appreciation to the authors of the submitted papers, the program committee members, who provided timely and significantreviews,andspecialsessionchairsfortheirgreatefforts.Wearegrateful toHonoraryChair:Prof.MakotoTakizawa,HoseiUniversity,Japan,forhisadvice and support. This year in conjunction with IMIS-2018 we have 7 International Workshops that complemented IMIS-2018 program with contributions for specific topics. We would like to thank the Workshop Co-chairs and all workshop organizers for organizing these workshops. v vi WelcomeMessageofIMIS-2018InternationalConferenceOrganizers We thank Donald Elmazi, Yi Liu, Miralda Cuka, and Kosuke Ozera, Fukuoka Institute of Technology, Japan, for their excellent work and support as Web Administrators. Finally, we would like to thank: Matsue City, Shimane Prefecture, Support Center for Advanced Telecommunications Technology Research (SCAT), Foundation, Japan, for their support. WehopethatallofyouenjoyIMIS-2018andfindthisaproductiveopportunity to learn, exchange ideas, and make new contacts. IMIS-2018 International Conference Organizers IMIS-2018 General Chair Leonard Barolli Fukuoka Institute of Technology (FIT), Japan IMIS-2018 Program Committee Co-chairs Tomoya Enokido Rissho University, Japan Nadeem Javaid COMSATS Institute of IT, Pakistan Hsing-Chung Chen Asia University, Taiwan Welcome Message from IMIS-2018 Workshops Co-chairs Welcome to the Workshops of the 12th International Conference on Innovative MobileandInternetServicesinUbiquitousComputing(IMIS-2018),whichwillbe held from July 4th to July 6th, 2018 at Kunibiki Messe, Matsue, Japan. This year we have 7 workshops, which will be held together with IMIS-2018. The objective was to complement as much as possible the main themes of IMIS-2018withthespecifictopicsofthedifferentworkshopstocovermanytopics of Ubiquitous and Pervasive Computing (UPC). The list of workshops follows below: 1. The 12th International Workshop on Advances in Information Security (WAIS-2018) 2. The 8th International Workshop on Mobile Commerce, Cloud Computing, Network and Communication Security (MCNCS-2018) 3. The 8th International Workshop on Intelligent Techniques and Algorithms for Ubiquitous Computing (ITAUC-2018) 4. The 8th international workshop on Future Internet and Next Generation Networks (FINGNet-2018) 5. The7thInternationalWorkshoponFrontiersinInnovativeMobileandInternet Services (FIMIS-2018) 6. The 7th International Workshop on Sustainability Management of e-Business and Ubiquitous Commerce Engineering (SMEUCE-2018) 7. The 4th International Workshop on Big Data and IoT Security (BDITS-2018) Wewould liketothank IMIS-2018InternationalConferenceOrganizersfor their helpandsupport.Wearegratefultotheworkshoporganizersfortheirgreateffortsand hard work in proposing the workshops, selecting the papers, organizing interesting programs,andforthearrangementsoftheworkshopsduringtheconferencedays. We are grateful to Donald Elmazi, Yi Liu, Miralda Cuka, and Kosuke Ozera, Fukuoka Institute of Technology, Japan, for their excellent work and support as Web Administrators. We hope you enjoy the workshops programs and proceedings. vii viii WelcomeMessagefromIMIS-2018WorkshopsCo-chairs Workshops Co-chairs of IMIS-2018 International Conference Hae-Duck Joshua Jeong Korean Bible University, Korea Hiroaki Kikuchi Meiji University, Japan Fang-Yie Leu Tunghai University, Taiwan WelcomeMessagefromIMIS-2018WorkshopsCo-chairs ix IMIS-2018 Organizing Committee Honorary Chair Makoto Takizawa Hosei University, Japan General Chair Leonard Barolli Fukuoka Institute of Technology, Japan Program Committee Co-chairs Tomoya Enokido Rissho University, Japan Nadeem Javaid COMSATS Institute of IT, Pakistan Hsing-Chung Chen Asia University, Taiwan Workshops Co-chairs Hae-Duck Joshua Jeong Korean Bible University, Korea Hiroaki Kikuchi Meiji University, Japan Fang-Yie Leu Tunghai University, Taiwan Advisory Committee Members Vincenzo Loia University of Salerno, Italy Arjan Durresi IUPUI, USA Kouichi Sakurai Kyushu University, Japan Award Co-chairs Kangbin Yim SCH University, Korea Antonio J. Jara HES-SO, Switzerland Marek Ogiela AGH University of Science and Technology, Poland International Liaison Co-chairs Francesco Palmieri University of Salerno, Italy Xiaofeng Chen Xidian University, China Kin Fun Li University of Victoria, Canada