Advances in Intelligent Systems and Computing 524 Zofia Wilimowska Leszek Borzemski Adam Grzech Jerzy Świątek Editors Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology—ISAT 2016—Part IV Advances in Intelligent Systems and Computing Volume 524 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] About this Series Theseries“AdvancesinIntelligentSystemsandComputing”containspublicationsontheory, applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtually alldisciplinessuchasengineering,naturalsciences,computerandinformationscience,ICT, economics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelist oftopicsspansalltheareasofmodernintelligentsystemsandcomputing. Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarily textbooksandproceedingsofimportantconferences, symposiaandcongresses.Theycover significantrecentdevelopmentsinthefield,bothofafoundationalandapplicablecharacter. Animportantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-wide distribution. Thispermitsarapid andbroaddissemination ofresearch results. Advisory Board Chairman Nikhil R. Pal,Indian Statistical Institute,Kolkata, India e-mail: [email protected] Members Rafael Bello,Universidad Central “Marta Abreu”deLasVillas, SantaClara, Cuba e-mail: [email protected] Emilio S.Corchado, University of Salamanca, Salamanca, Spain e-mail: [email protected] HaniHagras, University of Essex, Colchester, UK e-mail: [email protected] LászlóT. Kóczy, SzéchenyiIstván University, Győr,Hungary e-mail: [email protected] VladikKreinovich, University of Texasat ElPaso, ElPaso, USA e-mail: [email protected] Chin-Teng Lin, National ChiaoTung University,Hsinchu, Taiwan e-mail: [email protected] Jie Lu,University of Technology,Sydney,Australia e-mail: [email protected] Patricia Melin,Tijuana Institute of Technology,Tijuana, Mexico e-mail: [email protected] Nadia Nedjah,State University of RiodeJaneiro,RiodeJaneiro, Brazil e-mail: [email protected] Ngoc ThanhNguyen, Wroclaw University of Technology,Wroclaw,Poland e-mail: [email protected] Jun Wang, TheChineseUniversity of HongKong,Shatin, HongKong e-mail: [email protected] More information about this series at http://www.springer.com/series/11156 fi Zo a Wilimowska Leszek Borzemski (cid:129) Ś ą Adam Grzech Jerzy wi tek (cid:129) Editors Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and — Technology ISAT — 2016 Part IV 123 Editors ZofiaWilimowska AdamGrzech Department ofManagement Systems Department ofComputer Science Faculty of Computer Science Faculty of Computer Science andManagement andManagement Wrocław University of Technology Wrocław University of Technology Wrocław Wrocław Poland Poland Leszek Borzemski JerzyŚwiątek Department ofIT andManagement Department ofComputer Science Faculty of Computer Science Faculty of Computer Science andManagement andManagement Wrocław University of Technology Wrocław University of Technology Wrocław Wrocław Poland Poland ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-319-46591-3 ISBN978-3-319-46592-0 (eBook) DOI 10.1007/978-3-319-46592-0 LibraryofCongressControlNumber:2016951674 ©SpringerInternationalPublishingAG2017 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 foranyerrorsoromissionsthatmayhavebeenmade. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This four-volume set of books contains the proceedings of the 37th International Conference on Information Systems Architecture and Technology, or ISAT 2016 for short, held during September 18–20, 2016 in Karpacz, Poland. The conference was organized by the Department of Management Systems and the Department of Computer Science, Wrocław University of Science and Technology, Poland. The International Conference on Information Systems Architecture and Technology has been organized by the Wrocław University of Science and Technology since 1970s. The purpose of the ISAT conference is to discuss a state of the art of the information systems concepts and applications as well as the architectures and technologies supporting modern information systems. Contemporary organizations seem to be knowledge-based organizations and in connectionwiththatinformationbecomesthemostimportantresource.Knowledge management is the process through which organizations generate value from their intellectual and knowledge-based assets. It is a management philosophy, which combines good practice in purposeful information management with a culture of organizational learning, in order to improve business performance. The computers are able to collect and select the information can make some statistics, and so on, but decisions have to make managers basing on their experience and taking into consideration computer support. An improvement of decision-making process is possible to be assured by analytical process supporting. Applying some analytical techniques, such as computer simulation, expert systems, genetic algorithms, can improve quality of managerial information. One of the conference’s aims is also to consider an impact of the knowledge, information, computing, and the communication managing technologies of the organization functionality scope as well as the enterprise information systems design, implementation and maintenance processestaking into theaccount various methodological, technological, and technical aspects. It is also devoted to the information systems concepts and applications supporting exchange of goods and servicesbyusingdifferentbusinessmodelsandexploitingopportunitiesofferedby Internet-based electronic business and commerce solutions. v vi Preface ISAT is a forum for specialized disciplinary research, as well as on interdisci- plinary studies that aims to present original contributions and to discuss different subjects of today’s information systems planning, designing, development, and implementation. The event is addressed to the scientific community, people involved in variety of topics related to information, management, computer and communication systems, and to people involved in the development of business information systems and business computer applications. This year, we received more than 110 papers form about 10 countries. Each paperwasreviewedbyatleasttwomembersofProgramCommitteeorindependent reviewers. Only 86 best papers were selected for oral presentation and publication in the 37th International Conference on Information Systems Architecture and Technology proceedings. Thebookisdividedintofourvolumeswhichsplitspapersintoareas:Managing Complex Planning Environments, Systems Analysis and Modeling, Modeling of financial and Investment decisions, Risk Management, Project Management, LogisticsandMarket,ArtificialIntelligence,KnowledgeBasedManagement,Web Systems, Computer Networks and Distributed Computing, High Performance Computing, Cloud Computing, Multi-agent Systems, Internet of Things, Mobile Systems, Service Oriented Architecture Systems, Knowledge Discovery and Data Mining, Quality of Service, E-Business Systems. We would like to thank the Program Committee and external reviewers, who were essential for reviewing the papers and ensuring a high standard of the ISAT 2016 Conference and its proceedings. We thank the authors, presenters, and par- ticipants of ISAT 2016, and without them the conference would not have taken place. Finally, we thank the organizing team for their efforts during this and pre- vious years which have led to a successful conclusion of the conference. Wrocław, Poland Zofia Wilimowska September 2016 Leszek Borzemski Adam Grzech Jerzy Świątek ISAT 2016 Conference Organization General Chair Zofia Wilimowska, Poland Program Co-Chairs Zofia Wilimowska, Poland Leszek Borzemski, Poland Adam Grzech, Poland Jerzy Świątek, Poland Local Organizing Committee Zofia Wilimowska, Chair Leszek Borzemski, Vice-Chair Adam Grzech, Vice-Chair Jerzy Świątek, Vice-Chair Arkadiusz Górski, Technical Editor, Conference Secretary Anna Czarnecka, Technical Editor, Website Administrator Agnieszka Parkitna, Conference Secretary Anna Kamińska, Conference Secretary Michał Kowalski, Technical Coordinator Ziemowit Nowak, Website Support Mariusz Fraś, Website Support vii viii ISAT2016ConferenceOrganization International Program Committee: Witold Abramowicz, Poland Dhiya Al-Jumeily, UK Iosif Androulidakis, Greece Patricia Anthony, New Zealand Zbigniew Banaszak, Poland Elena Benderskaya, Russia Leszek Borzemski, Poland Janos Botzheim, Japan Patrice Boursier, France Wojciech Cellary, Poland Haruna Chiroma, Malaysia Edward Chlebus, Poland Gloria Crisan, Romania Marilia Curado, Portugal Zhaohong Deng, China Małgorzata Dolińska, Poland Ewa Dudek-Dyduch, Poland El-Sayed El-Alfy, Saudi Arabia Naoki Fukuta, Japan Piotr Gawkowski, Poland Manuel Graña, Spain Wiesław Grudzewski, Poland Adam Grzech, Poland Katsuhiro Honda, Japan Marian Hopej, Poland Zbigniew Huzar, Poland Natthakan Iam-On, Thailand Biju Issac, UK Arun Iyengar, USA Jürgen Jasperneite, Germany Janusz Kacprzyk, Poland Henryk Kaproń, Poland Yannis L. Karnavas, Greece Ryszard Knosala, Poland Zdzisław Kowalczuk, Poland Binod Kumar, India Jan Kwiatkowski, Poland Antonio Latorre, Spain Gang Li, Australia José M. Merigó Lindahl, Chile Jose M. Luna, Spain Emilio Luque, Spain Sofian Maabout, France ISAT2016ConferenceOrganization ix Zygmunt Mazur, Poland Pedro Medeiros, Portugal Toshiro Minami, Japan Marian Molasy, Poland Zbigniew Nahorski, Poland Kazumi Nakamatsu, Japan Peter Nielsen, Denmark Tadashi Nomoto, Japan Cezary Orłowski, Poland Sandeep Pachpande, India Michele Pagano, Italy George Papakostas, Greece Zdzisław Papir, Poland Marek Pawlak, Poland Jan Platoš, Czech Republic Tomasz Popławski, Poland Edward Radosiński, Poland Dolores I. Rexachs, Spain José S. Reyes, Spain Leszek Rutkowski, Poland Gerald Schaefer, UK Habib Shah, Malaysia Jeng Shyang, Taiwan Anna Sikora, Spain Małgorzata Sterna, Poland Janusz Stokłosa, Poland Remo Suppi, Spain Edward Szczerbicki, Australia Jerzy Świątek, Poland Eugeniusz Toczyłowski, Poland Elpida Tzafestas, Greece José R. Villar, Spain Bay Vo, Vietnam Hongzhi Wang, China Leon S.I. Wang, Taiwan Jan Werewka, Poland Thomas Wielicki, USA Zofia Wilimowska, Poland Bernd Wolfinger, Germany Józef Woźniak, Poland Roman Wyrzykowski, Poland Jaroslav Zendulka, Czech Republic Bernard Ženko, Slovenia