Lecture Notes in Computer Science 10963

Commenced Publication in 1973Founding and Former Series Editors:Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board

David HutchisonLancaster University, Lancaster, UK

Takeo KanadeCarnegie Mellon University, Pittsburgh, PA, USA

Josef KittlerUniversity of Surrey, Guildford, UK

Jon M. KleinbergCornell University, Ithaca, NY, USA

Friedemann MatternETH Zurich, Zurich, Switzerland

John C. MitchellStanford University, Stanford, CA, USA

Moni NaorWeizmann Institute of Science, Rehovot, Israel

C. Pandu RanganIndian Institute of Technology Madras, Chennai, India

Bernhard SteffenTU Dortmund University, Dortmund, Germany

Demetri TerzopoulosUniversity of California, Los Angeles, CA, USA

Doug TygarUniversity of California, Berkeley, CA, USA

Gerhard WeikumMax Planck Institute for Informatics, Saarbrücken, Germany

More information about this series at http://www.springer.com/series/7407

Osvaldo Gervasi • Beniamino MurganteSanjay Misra • Elena StankovaCarmelo M. Torre • Ana Maria A. C. RochaDavid Taniar • Bernady O. ApduhanEufemia Tarantino • Yeonseung Ryu (Eds.)

Computational Scienceand Its Applications –ICCSA 201818th International ConferenceMelbourne, VIC, Australia, July 2–5, 2018Proceedings, Part IV

123

EditorsOsvaldo GervasiUniversity of PerugiaPerugiaItaly

Beniamino MurganteUniversity of BasilicataPotenzaItaly

Sanjay MisraCovenant UniversityOtaNigeria

Elena StankovaSaint Petersburg State UniversitySaint PetersburgRussia

Carmelo M. TorrePolytechnic University of BariBariItaly

Ana Maria A. C. RochaUniversity of MinhoBragaPortugal

David TaniarMonash UniversityClayton, VICAustralia

Bernady O. ApduhanKyushu Sangyo UniversityFukuoka shi, FukuokaJapan

Eufemia TarantinoPolitecnico di BariBariItaly

Yeonseung RyuMyongji UniversityYonginKorea (Republic of)

ISSN 0302-9743 ISSN 1611-3349 (electronic)Lecture Notes in Computer ScienceISBN 978-3-319-95170-6 ISBN 978-3-319-95171-3 (eBook)https://doi.org/10.1007/978-3-319-95171-3

Library of Congress Control Number: 2018947453

LNCS Sublibrary: SL1 – Theoretical Computer Science and General Issues

© Springer International Publishing AG, part of Springer Nature 2018This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of thematerial 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 informationstorage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology nowknown or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt from the relevantprotective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in this book arebelieved to be true and accurate at the date of publication. Neither the publisher nor the authors or the editorsgive a warranty, express or implied, with respect to the material contained herein or for any errors oromissions that may have been made. The publisher remains neutral with regard to jurisdictional claims inpublished maps and institutional affiliations.

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Preface

These multiple volumes (LNCS volumes 10960–10964) consist of the peer-reviewedpapers presented at the 2018 International Conference on Computational Science andIts Applications (ICCSA 2018) held in Melbourne, Australia, during July 2–5, 2018.

ICCSA 2018 was a successful event in the International Conferences on Compu-tational Science and Its Applications (ICCSA) conference series, previously held inTrieste, Italy (2017), Beijing, China (2016), Banff, Canada (2015), Guimaraes, Portugal(2014), Ho Chi Minh City, Vietnam (2013), Salvador, Brazil (2012), Santander, Spain(2011), Fukuoka, Japan (2010), Suwon, South Korea (2009), Perugia, Italy (2008),Kuala Lumpur, Malaysia (2007), Glasgow, UK (2006), Singapore (2005), Assisi, Italy(2004), Montreal, Canada (2003), and (as ICCS) Amsterdam, The Netherlands (2002)and San Francisco, USA (2001).

Computational science is a main pillar of most current research and industrial andcommercial activities and it plays a unique role in exploiting ICT innovative tech-nologies. The ICCSA conference series has been providing a venue to researchers andindustry practitioners to discuss new ideas, to share complex problems and theirsolutions, and to shape new trends in computational science.

Apart from the general tracks, ICCSA 2018 also included 33 international work-shops, in various areas of computational sciences, ranging from computational sciencetechnologies, to specific areas of computational sciences, such as computer graphicsand virtual reality. The program also featured three keynote speeches.

The success of the ICCSA conference series, in general, and ICCSA 2018, inparticular, is due to the support of many people: authors, presenters, participants,keynote speakers, session chairs, Organizing Committee members, student volunteers,Program Committee members, International Advisory Committee members, Interna-tional Liaison chairs, and people in other various roles. We would like to thank themall.

We would also like to thank Springer for their continuous support in publishing theICCSA conference proceedings and for sponsoring some of the paper awards.

July 2018 David TaniarBernady O. Apduhan

Osvaldo GervasiBeniamino Murgante

Ana Maria A. C. Rocha

Welcome to Melbourne

Welcome to “The Most Liveable City”1, Melbourne, Australia. ICCSA 2018 was heldat Monash University, Caulfield Campus, during July 2–5, 2018.

Melbourne is the state capital of Victoria, and is currently the second most populouscity in Australia, behind Sydney. There are lots of things to do and experience while inMelbourne. Here is an incomplete list:

– Visit and experience Melbourne’s best coffee shops– Discover Melbourne’s hidden laneways and rooftops– Walk along the Yarra River– Eat your favourite food (Chinese, Vietnamese, Malaysian, Italian, Greek, anything,

… you name it)– Buy souvenirs at the Queen Victoria Market– Go up to the Eureka, the tallest building in Melbourne– Visit Melbourne’s museums– Walk and enjoy Melbourne’s gardens and parks– Visit the heart-shape lake, Albert Park Lake, the home of the F1 Grand Prix– Simply walk in the city to enjoy Melbourne experience– Try Melbourne’s gelato ice cream

Basically, it is easy to live in and to explore Melbourne, and I do hope that you willhave time to explore the city of Melbourne.

The venue of ICCSA 2018 was in Monash University. Monash University is amember of Go8, which is considered the top eight universities in Australia. MonashUniversity has a number of campuses and centers. The two main campuses in Mel-bourne are Clayton and Caulfield. ICCSA 2018 was held on Caulfield Campus, whichis only 12 minutes away from Melbourne CBD by train.

The Faculty of Information Technology is one of the ten faculties at MonashUniversity. The faculty has more than 100 full-time academic staff (equivalent to therank of Assistant Professor, Associate Professor, and Professor).

I do hope that you will enjoy not only the conference, but also Melbourne.

David Taniar

1 The Global Liveability Report 2017, https://www.cnbc.com/2017/08/17/the-worlds-top-10-most-livable-cities.html

Organization

ICCSA 2018 was organized by Monash University (Australia), University of Perugia(Italy), Kyushu Sangyo University (Japan), University of Basilicata (Italy),and University of Minho, (Portugal).

Honorary General Chairs

Antonio Laganà University of Perugia, ItalyNorio Shiratori Tohoku University, JapanKenneth C. J. Tan Sardina Systems, Estonia

General Chairs

David Taniar Monash University, AustraliaBernady O. Apduhan Kyushu Sangyo University, Japan

Program Committee Chairs

Osvaldo Gervasi University of Perugia, ItalyBeniamino Murgante University of Basilicata, ItalyAna Maria A. C. Rocha University of Minho, Portugal

International Advisory Committee

Jemal Abawajy Deakin University, AustraliaDharma P. Agrawal University of Cincinnati, USAMarina L. Gavrilova University of Calgary, CanadaClaudia Bauzer Medeiros University of Campinas, BrazilManfred M. Fisher Vienna University of Economics and Business, AustriaYee Leung Chinese University of Hong Kong, SAR China

International Liaison Chairs

Ana Carla P. Bitencourt Universidade Federal do Reconcavo da Bahia, BrazilGiuseppe Borruso University of Trieste, ItalyAlfredo Cuzzocrea University of Trieste, ItalyMaria Irene Falcão University of Minho, PortugalRobert C. H. Hsu Chung Hua University,TaiwanTai-Hoon Kim Hannam University, South KoreaSanjay Misra Covenant University, NigeriaTakashi Naka Kyushu Sangyo University, Japan

Rafael D. C. Santos National Institute for Space Research, BrazilMaribel Yasmina Santos University of Minho, Portugal

Workshop and Session Organizing Chairs

Beniamino Murgante University of Basilicata, ItalySanjay Misra Covenant University, NigeriaJorge Gustavo Rocha University of Minho, Portugal

Award Chair

Wenny Rahayu La Trobe University, Australia

Web Chair

A. S. M. Kayes La Trobe University, Australia

Publicity Committee Chairs

Elmer Dadios De La Salle University, PhilippinesHong Quang Nguyen International University (VNU-HCM), VietnamDaisuke Takahashi Tsukuba University, JapanShangwang Wang Beijing University of Posts and Telecommunications,

China

Workshop Organizers

Advanced Methods in Fractals and Data Mining for Applications(AMFDMA 2018)

Yeliz Karaca IEEECarlo Cattani Tuscia University, ItalyMajaz Moonis University of Massachusettes Medical School, USA

Advances in Information Systems and Technologies for Emergency Management,Risk Assessment and Mitigation Based on Resilience Concepts (ASTER 2018)

Maurizio Pollino ENEA, ItalyMarco Vona University of Basilicata, ItalyBeniamino Murgante University of Basilicata, ItalyGrazia Fattoruso ENEA, Italy

Advances in Web-Based Learning (AWBL 2018)

Mustafa Murat Inceoglu Ege University, TurkeyBirol Ciloglugil Ege University, Turkey

X Organization

Bio- and Neuro-inspired Computing and Applications (BIONCA 2018)

Nadia Nedjah State University of Rio de Janeiro, BrazilLuiza de Macedo Mourell State University of Rio de Janeiro, Brazil

Computer-Aided Modeling, Simulation, and Analysis (CAMSA 2018)

Jie Shen University of Michigan, USAHao Chen Shanghai University of Engineering Science, ChinaYouguo He Jiangsu University, China

Computational and Applied Statistics (CAS 2018)

Ana Cristina Braga University of Minho, Portugal

Computational Geometry and Security Applications (CGSA 2018)

Marina L. Gavrilova University of Calgary, Canada

Computational Movement Analysis (CMA 2018)

Farid Karimipour University of Tehran, Iran

Computational Mathematics, Statistics and Information Management(CMSIM 2018)

M. Filomena Teodoro Lisbon University and Portuguese Naval Academy,Portugal

Computational Optimization and Applications (COA 2018)

Ana Maria Rocha University of Minho, PortugalHumberto Rocha University of Coimbra, Portugal

Computational Astrochemistry (CompAstro 2018)

Marzio Rosi University of Perugia, ItalyDimitrios Skouteris Scuola Normale Superiore di Pisa, ItalyAlbert Rimola Universitat Autònoma de Barcelona, Spain

Cities, Technologies, and Planning (CTP 2018)

Giuseppe Borruso University of Trieste, ItalyBeniamino Murgante University of Basilicata, Italy

Defense Technology and Security (DTS 2018)

Yeonseung Ryu Myongji University, South Korea

Organization XI

Econometrics and Multidimensional Evaluation in the Urban Environment(EMEUE 2018)

Carmelo M. Torre Polytechnic of Bari, ItalyMaria Cerreta University of Naples Federico II, ItalyPierluigi Morano Polytechnic of Bari, ItalyPaola Perchinunno University of Bari, Italy

Future Computing Systems, Technologies, and Applications (FISTA 2018)

Bernady O. Apduhan Kyushu Sangyo University, JapanRafael Santos National Institute for Space Research, BrazilShangguang Wang Beijing University of Posts and Telecommunications,

ChinaKazuaki Tanaka Kyushu Institute of Technology, Japan

Geographical Analysis, Urban Modeling, Spatial Statistics(GEO-AND-MOD 2018)

Giuseppe Borruso University of Trieste, ItalyBeniamino Murgante University of Basilicata, ItalyHartmut Asche University of Potsdam, Germany

Geomatics for Resource Monitoring and Control (GRMC 2018)

Eufemia Tarantino Polytechnic of Bari, ItalyUmberto Fratino Polytechnic of Bari, ItalyBenedetto Figorito ARPA Puglia, ItalyAntonio Novelli Polytechnic of Bari, ItalyRosa Lasaponara Italian Research Council, IMAA-CNR, Italy

International Symposium on Software Quality (ISSQ 2018)

Sanjay Misra Covenant University, Nigeria

Web-Based Collective Evolutionary Systems: Models, Measures, Applications(IWCES 2018)

Alfredo Milani University of Perugia, ItalyClement Leung United International College, Zhouhai, ChinaValentina Franzoni University of Rome La Sapienza, ItalyValentina Poggioni University of Perugia, Italy

Large-Scale Computational Physics (LSCP 2018)

Elise de Doncker Western Michigan University, USAFukuko Yuasa High Energy Accelerator Research Organization, KEK,

JapanHideo Matsufuru High Energy Accelerator Research Organization, KEK,

Japan

XII Organization

Land Use Monitoring for Soil Consumption Reduction (LUMS 2018)

Carmelo M. Torre Polytechnic of Bari, ItalyAlessandro Bonifazi Polytechnic of Bari, ItalyPasquale Balena Polytechnic of Bari, ItalyBeniamino Murgante University of Basilicata , ItalyEufemia Tarantino Polytechnic of Bari, Italy

Mobile Communications (MC 2018)

Hyunseung Choo Sungkyunkwan University, South Korea

Scientific Computing Infrastructure (SCI 2018)

Elena Stankova Saint-Petersburg State University, RussiaVladimir Korkhov Saint-Petersburg State University, Russia

International Symposium on Software Engineering Processesand Applications (SEPA 2018)

Sanjay Misra Covenant University, Nigeria

Smart Factory Convergence (SFC 2018)

Jongpil Jeong Sungkyunkwan University, South Korea

Is a Smart City Really Smart? Models, Solutions, Proposals for an EffectiveUrban and Social Development (Smart_Cities 2018)

Giuseppe Borruso University of Trieste, ItalyChiara Garau University of Cagliari, ItalyGinevra Balletto University of Cagliari, ItalyBeniamino Murgante University of Basilicata, ItalyPaola Zamberlin University of Florence, Italy

Sustainability Performance Assessment: Models, Approaches and ApplicationsToward Interdisciplinary and Integrated Solutions (SPA 2018)

Francesco Scorza University of Basilicata, ItalyValentin Grecu Lucia Blaga University on Sibiu, RomaniaJolanta Dvarioniene Kaunas University, LithuaniaSabrina Lai Cagliari University, Italy

Advances in Spatio-Temporal Analytics (ST-Analytics 2018)

Rafael Santos Brazilian Space Research Agency, BrazilKarine Reis Ferreira Brazilian Space Research Agency, BrazilJoao Moura Pires New University of Lisbon, PortugalMaribel Yasmina Santos University of Minho, Portugal

Organization XIII

Theoretical and Computational Chemistry and Its Applications (TCCA 2018)

M. Noelia Faginas Lago University of Perugia, ItalyAndrea Lombardi University of Perugia, Italy

Tools and Techniques in Software Development Processes (TTSDP 2018)

Sanjay Misra Covenant University, Nigeria

Challenges, Trends and Innovations in VGI (VGI 2018)

Beniamino Murgante University of Basilicata, ItalyRodrigo Tapia-McClung Centro de Investigación en Geografia y Geomática Ing

Jorge L. Tamay, MexicoClaudia Ceppi Polytechnic of Bari, ItalyJorge Gustavo Rocha University of Minho, Portugal

Virtual Reality and Applications (VRA 2018)

Osvaldo Gervasi University of Perugia, ItalySergio Tasso University of Perugia, Italy

International Workshop on Parallel and Distributed Data Mining (WPDM 2018)

Massimo Cafaro University of Salento, ItalyItalo Epicoco University of Salento, ItalyMarco Pulimeno University of Salento, ItalyGiovanni Aloisio University of Salento, Italy

Program Committee

Kenny Adamson University of Ulster, UKVera Afreixo University of Aveiro, PortugalFilipe Alvelos University of Minho, PortugalHartmut Asche University of Potsdam, GermanyMichela Bertolotto University College Dublin, IrelandSandro Bimonte CEMAGREF, TSCF, FranceRod Blais University of Calgary, CanadaIvan Blec ̆ić University of Sassari, ItalyGiuseppe Borruso University of Trieste, ItalyAna Cristina Braga University of Minho, PortugalYves Caniou Lyon University, FranceJosé A. Cardoso e Cunha Universidade Nova de Lisboa, PortugalRui Cardoso University of Beira Interior, PortugalLeocadio G. Casado University of Almeria, SpainCarlo Cattani University of Salerno, ItalyMete Celik Erciyes University, TurkeyAlexander Chemeris National Technical University of Ukraine KPI, UkraineMin Young Chung Sungkyunkwan University, South Korea

XIV Organization

Florbela Maria da CruzDomingues Correia

Polytechnic Institute of Viana do Castelo, Portugal

Gilberto Corso Pereira Federal University of Bahia, BrazilCarla Dal Sasso Freitas Universidade Federal do Rio Grande do Sul, BrazilPradesh Debba The Council for Scientific and Industrial Research

(CSIR), South AfricaHendrik Decker Instituto Tecnológico de Informática, SpainFrank Devai London South Bank University, UKRodolphe Devillers Memorial University of Newfoundland, CanadaJoana Matos Dias University of Coimbra, PortugalPaolino Di Felice University of L’Aquila, ItalyPrabu Dorairaj NetApp, India/USAM. Irene Falcao University of Minho, PortugalCherry Liu Fang U.S. DOE Ames Laboratory, USAFlorbela P. Fernandes Polytechnic Institute of Bragança, PortugalJose-Jesus Fernandez National Centre for Biotechnology, CSIS, SpainPaula Odete Fernandes Polytechnic Institute of Bragança, PortugalAdelaide de Fátima Baptista

Valente FreitasUniversity of Aveiro, Portugal

Manuel Carlos Figueiredo University of Minho, PortugalMaria Antonia Forjaz University of Minho, PortugalMaria Celia Furtado Rocha PRODEB–PósCultura/UFBA, BrazilPaulino Jose Garcia Nieto University of Oviedo, SpainJerome Gensel LSR-IMAG, FranceMaria Giaoutzi National Technical University, Athens, GreeceArminda Manuela Andrade

Pereira GonçalvesUniversity of Minho, Portugal

Andrzej M. Goscinski Deakin University, AustraliaSevin Gm ̈gm ̈ Izmir University of Economics, TurkeyAlex Hagen-Zanker University of Cambridge, UKMalgorzata Hanzl Technical University of Lodz, PolandShanmugasundaram

HariharanB.S. Abdur Rahman University, India

Eligius M. T. Hendrix University of Malaga/Wageningen University,Spain/The Netherlands

Tutut Herawan Universitas Teknologi Yogyakarta, IndonesiaHisamoto Hiyoshi Gunma University, JapanFermin Huarte University of Barcelona, SpainMustafa Inceoglu EGE University, TurkeyPeter Jimack University of Leeds, UKQun Jin Waseda University, JapanA. S. M. Kayes La Trobe University, AustraliaFarid Karimipour Vienna University of Technology, AustriaBaris Kazar Oracle Corp., USAMaulana Adhinugraha Kiki Telkom University, IndonesiaDongSeong Kim University of Canterbury, New Zealand

Organization XV

Taihoon Kim Hannam University, South KoreaIvana Kolingerova University of West Bohemia, Czech RepublicRosa Lasaponara National Research Council, ItalyMaurizio Lazzari National Research Council, ItalyCheng Siong Lee Monash University, AustraliaSangyoun Lee Yonsei University, South KoreaJongchan Lee Kunsan National University, South KoreaClement Leung Hong Kong Baptist University, Hong Kong, SAR

ChinaChendong Li University of Connecticut, USAGang Li Deakin University, AustraliaMing Li East China Normal University, ChinaFang Liu AMES Laboratories, USAXin Liu University of Calgary, CanadaSavino Longo University of Bari, ItalyTinghuai Ma NanJing University of Information Science

and Technology, ChinaLuca Mancinelli Trinity College Dublin, IrelandErnesto Marcheggiani Katholieke Universiteit Leuven, BelgiumAntonino Marvuglia Research Centre Henri Tudor, LuxembourgNicola Masini National Research Council, ItalyEric Medvet University of Trieste, ItalyNirvana Meratnia University of Twente, The NetherlandsAlfredo Milani University of Perugia, ItalyGiuseppe Modica University of Reggio Calabria, ItalyJosè Luis Montaña University of Cantabria, SpainMaria Filipa Mourão IP from Viana do Castelo, PortugalLaszlo Neumann University of Girona, SpainKok-Leong Ong Deakin University, AustraliaBelen Palop Universidad de Valladolid, SpainMarcin Paprzycki Polish Academy of Sciences, PolandEric Pardede La Trobe University, AustraliaKwangjin Park Wonkwang University, South KoreaAna Isabel Pereira Polytechnic Institute of Bragança, PortugalMaurizio Pollino Italian National Agency for New Technologies, Energy

and Sustainable Economic Development, ItalyAlenka Poplin University of Hamburg, GermanyVidyasagar Potdar Curtin University of Technology, AustraliaDavid C. Prosperi Florida Atlantic University, USAWenny Rahayu La Trobe University, AustraliaJerzy Respondek Silesian University of Technology, PolandHumberto Rocha INESC-Coimbra, PortugalAlexey Rodionov Institute of Computational Mathematics

and Mathematical Geophysics, Russia

XVI Organization

Jon Rokne University of Calgary, CanadaOctavio Roncero CSIC, SpainMaytham Safar Kuwait University, KuwaitChiara Saracino A.O. Ospedale Niguarda Ca’ Granda - Milano, ItalyHaiduke Sarafian The Pennsylvania State University, USAMarco Paulo Seabra

dos ReisUniversity of Coimbra, Portugal

Jie Shen University of Michigan, USAQi Shi Liverpool John Moores University, UKDale Shires U.S. Army Research Laboratory, USAInês Soares University of Coimbra, PortugalTakuo Suganuma Tohoku University, JapanSergio Tasso University of Perugia, ItalyAna Paula Teixeira University of Trás-os-Montes and Alto Douro, PortugalSenhorinha Teixeira University of Minho, PortugalParimala Thulasiraman University of Manitoba, CanadaCarmelo Torre Polytechnic of Bari, ItalyJavier Martinez Torres Centro Universitario de la Defensa Zaragoza, SpainGiuseppe A. Trunfio University of Sassari, ItalyToshihiro Uchibayashi Kyushu Sangyo University, JapanPablo Vanegas University of Cuenca, EcuadorMarco Vizzari University of Perugia, ItalyVarun Vohra Merck Inc., USAKoichi Wada University of Tsukuba, JapanKrzysztof Walkowiak Wroclaw University of Technology, PolandZequn Wang Intelligent Automation Inc., USARobert Weibel University of Zurich, SwitzerlandFrank Westad Norwegian University of Science and Technology,

NorwayRoland Wismüller Universität Siegen, GermanyMudasser Wyne SOET National University, USAChung-Huang Yang National Kaohsiung Normal University, TaiwanXin-She Yang National Physical Laboratory, UKSalim Zabir France Telecom Japan Co., JapanHaifeng Zhao University of California, Davis, USAKewen Zhao University of Qiongzhou, ChinaFabiana Zollo University of Venice Cà Foscari, ItalyAlbert Y. Zomaya University of Sydney, Australia

Organization XVII

Reviewers

Afreixo Vera University of Aveiro, PortugalAhmad Rashid Microwave and Antenna Lab, School of Engineering,

KoreaAguilar José Alfonso Universidad Autónoma de Sinaloa, MexicoAlbanese Valentina Università di Bologna, ItalyAlvelos Filipe University of Minho, PortugalAmato Federico University of Basilicata, ItalyAndrianov Serge Institute for Informatics of Tatarstan Academy of

Sciences, RussiaAntunes Marília University Nova de Lisboa, PortugalApduhan Bernady Kyushu Sangyo University, JapanAquilanti Vincenzo University of Perugia, ItalyAsche Hartmut Potsdam University, GermanyAslan Zafer Istanbul Aydin University, TurkeyAytaç Vecdi Ege University, TurkeyAzevedo Ana Instituto Superior de Engenharia do Porto, PortugalAzzari Margherita Universitá degli Studi di Firenze, ItalyBae Ihn-Han Catholic University of Daegu, South KoreaBalci Birim Celal Bayar Üniversitesi, TurkeyBalena Pasquale Politecnico di Bari, ItalyBalucani Nadia University of Perugia, ItalyBarroca Filho Itamir Instituto Metrópole Digital da UFRN (IMD-UFRN),

BrazilBayrak §sengül Haliç University, TurkeyBehera Ranjan Kumar Indian Institute of Technology Patna, IndiaBimonte Sandro IRSTEA, FranceBogdanov Alexander Saint-Petersburg State University, RussiaBonifazi Alessandro Polytechnic of Bari, ItalyBorruso Giuseppe University of Trieste, ItalyBraga Ana Cristina University of Minho, PortugalCafaro Massimo University of Salento, ItalyCanora Filomena University of Basilicata, ItalyCao Yuanlong University of Saskatchewan, CanadaCaradonna Grazia Polytechnic of Bari, ItalyCardoso Rui Institute of Telecommunications, PortugalCarolina Tripp Barba Universidad Autónoma de Sinaloa, MexicoCaroti Gabriella University of Pisa, ItalyCeccarello Matteo University of Padova, ItalyCefalo Raffaela University of Trieste, ItalyCerreta Maria University Federico II of Naples, ItalyChalla Rajesh Sungkyunkwan University, KoreaChamundeswari Arumugam SSN College of Engineering, IndiaChaturvedi Krishna Kumar Patil Group of Industries, IndiaCho Chulhee Seoul Guarantee Insurance Company Ltd., Korea

XVIII Organization

Choi Jae-Young Sungkyunkwan University, KoreaChoi Kwangnam Korea Institute of Science and Technology

Information, KoreaChoi Seonho Seoul National University, KoreaChung Min Young Sungkyunkwan University, KoreaCiloglugil Birol Ege University, TurkeyColetti Cecilia University of Chieti, ItalyCongiu Tanja Università degli Studi di Sassari, ItalyCorreia Anacleto Base Naval de Lisboa, PortugalCorreia Elisete University of Trás-Os-Montes e Alto Douro, PortugalCorreia Florbela Maria da

Cruz DominguesInstituto Politécnico de Viana do Castelo, Portugal

Costa e Silva Eliana Polytechnic of Porto, PortugalCugurullo Federico Trinity College Dublin, IrelandDamas Bruno LARSyS, Instituto Superior Técnico, Univ. Lisboa,

PortugalDang Thien Binh Sungkyunkwan University, KoreaDaniele Bartoli University of Perugia, Italyde Doncker Elise Western Michigan University, USADegtyarev Alexander Saint-Petersburg State University, RussiaDemyanov Vasily Heriot-Watt University, UKDevai Frank London South Bank University, UKDi Fatta Giuseppe University of Reading, UKDias Joana University of Coimbra, PortugalDilo Arta University of Twente, The NetherlandsEl-Zawawy Mohamed A. Cairo University, EgyptEpicoco Italo Università del Salento, ItalyEscalona Maria-Jose University of Seville, SpainFalcinelli Stefano University of Perugia, ItalyFaginas-Lago M. Noelia University of Perugia, ItalyFalcão M. Irene University of Minho, PortugalFamiano Michael Western Michigan University, USAFattoruso Grazia ENEA, ItalyFernandes Florbela Escola Superior de Tecnologia e Gestão de Braganca,

PortugalFernandes Paula Escola Superior de Tecnologia e Gestão, PortugalFerraro Petrillo Umberto University of Rome “La Sapienza”, ItalyFerreira Fernanda Escola Superior de Estudos Industriais e de Gestão,

PortugalFerrão Maria Universidade da Beira Interior, PortugalFigueiredo Manuel Carlos Universidade do Minho, PortugalFiorini Lorena Università degli Studi dell’Aquila, ItalyFlorez Hector Universidad Distrital Francisco Jose de Caldas,

ColombiaFranzoni Valentina University of Perugia, Italy

Organization XIX

Freitau Adelaide de FátimaBaptista Valente

University of Aveiro, Portugal

Gabrani Goldie Bml Munjal University, IndiaGarau Chiara University of Cagliari, ItalyGarcia Ernesto University of the Basque Country, SpainGavrilova Marina University of Calgary, CanadaGervasi Osvaldo University of Perugia, ItalyGioia Andrea University of Bari, ItalyGiorgi Giacomo University of Perugia, ItalyGiuliani Felice Università degli Studi di Parma, ItalyGoel Rajat University of Southern California, USAGonçalves Arminda

ManuelaUniversity of Minho, Portugal

Gorbachev Yuriy Geolink Technologies, RussiaGordon-Ross Ann University of Florida, USAGoyal Rinkaj Guru Gobind Singh Indraprastha University, IndiaGrilli Luca University of Perugia, ItalyGoyal Rinkaj GGS Indraprastha University, IndiaGuerra Eduardo National Institute for Space Research, BrazilGumgum Sevin İzmir Ekonomi Üniversitesi, TurkeyGülen Kemal Güven Istanbul Ticaret University, TurkeyHacızade Ulviye Haliç Üniversitesi Uluslararas, TurkeyHan Longzhe Nanchang Institute of Technology, KoreaHanzl Malgorzata University of Lodz, PolandHayashi Masaki University of Calgary, CanadaHe Youguo Jiangsu University, ChinaHegedus Peter University of Szeged, HungaryHerawan Tutut Universiti Malaysia Pahang, MalaysiaIgnaccolo Matteo University of Catania, ItalyImakura Akira University of Tsukuba, JapanInceoglu Mustafa Ege University, TurkeyJagwani Priti Indian Institute of Technology Delhi, IndiaJang Jeongsook Brown University, KoreaJeong Jongpil Sungkyunkwan University, KoreaJin Hyunwook Konkuk University, KoreaJorge Ana Maria, Kapenga

JohnWestern Michigan University, USA

Kawana Kojiro University of Tokio, JapanKayes Abu S. M. La Trobe University, AustraliaKim JeongAh George Fox University, USAKorkhov Vladimir St. Petersburg State University, RussiaKulabukhova Nataliia Saint-Peterburg State University, RussiaKumar Pawan Expert Software Consultants Ltd., IndiaLaccetti Giuliano Università degli Studi di Napoli, ItalyLaganà Antonio Master-up srl, ItalyLai Sabrina University of Cagliari, Italy

XX Organization

Laricchiuta Annarita CNR-IMIP, ItalyLazzari Maurizio CNR IBAM, ItalyLee Soojin Cyber Security Lab, KoreaLeon Marcelo Universidad Estatal Península de Santa Elena – UPSE,

EcuadorLim Ilkyun Sungkyunkwan University, KoreaLourenço Vanda Marisa University Nova de Lisboa, PortugalMancinelli Luca University of Dublin, IrelandMangiameli Michele University of Catania, ItalyMarkov Krassimiri Institute for Information Theories and Applications,

BulgariaMarques Jorge Universidade de Coimbra, PortugalMarvuglia Antonino Public Research Centre Henri Tudor, LuxembourgMateos Cristian Universidad Nacional del Centro, ArgentinaMatsufuru Hideo High Energy Accelerator Research, JapanMaurizio Crispini Politecnico di Milano, ItalyMedvet Eric University of Trieste, ItalyMengoni Paolo Università degli Studi di Firenze, ItalyMesiti Marco Università degli studi di Milano, ItalyMillham Richard Durban University of Technology, South AfricaMisra Sanjay Covenant University, NigeriaMishra Anurag Helmholtz Zentrum München, GermanyMishra Biswajeeban University of Szeged, HungaryMoscato Pablo University of Newcastle, AustraliaMoura Pires Joao Universidade Nova de Lisboa, PortugalMoura Ricardo Universidade Nova de Lisboa, PortugalMourao Maria Universidade do Minho, PortugalMukhopadhyay Asish University of Windsor, CanadaMurgante Beniamino University of Basilicata, ItalyNakasato Naohito University of Aizu, JapanNguyen Tien Dzung Sungkyunkwan University, South KoreaNicolosi Vittorio University of Rome Tor Vergata, ItalyOgihara Mitsunori University of Miami, USAOh Sangyoon Ajou University, KoreaOliveira Irene University of Trás-Os-Montes e Alto Douro, PortugalOluranti Jonathan Covenant University, NigeriaOzturk Savas The Scientific and Technological Research Council of

Turkey, TurkeyP. Costa M. Fernanda University of Minho, PortugalPaek Yunheung Seoul National University, KoreaPancham Jay Durban University of Technology, South AfricaPantazis Dimos Technological Educational Institute of Athens, GreekPaolucci Michela Università degli Studi di Firenze, ItalyPardede Eric La Trobe University, AustraliaPark Hyun Kyoo Petabi Corp, KoreaPassaro Tommaso University of Bari, Italy

Organization XXI

Pereira Ana Instituto Politécnico de Bragança, PortugalPeschechera Giuseppe University of Bari, ItalyPetri Massimiliano Università di Pisa, ItalyPham Quoc Trung Ho Chi Minh City University of Technology, VietnamPiemonte Andrea Università di Pisa, ItalyPinna Francesco Università degli Studi di Cagliari, ItalyPinto Telmo University of Minho, PortugalPollino Maurizio ENEA, ItalyPulimeno Marco University of Salento, ItalyRahayu Wenny La Trobe University, AustraliaRao S. V. Duke Clinical Research, USARaza Syed Muhammad Sungkyunkwan University, South KoreaReis Ferreira Gomes Karine National Institute for Space Research, BrazilReis Marco Universidade de Coimbra, PortugalRimola Albert Autonomous University of Barcelona, SpainRocha Ana Maria University of Minho, PortugalRocha Humberto University of Coimbra, PortugalRodriguez Daniel The University of Queensland, AustraliaRyu Yeonseung Myongji University, South KoreaSahni Himantikka CRISIL Global Research and Analytics, IndiaSahoo Kshira Sagar C. V. Raman College of Engineering, IndiaSantos Maribel Yasmina University of Minho, PortugalSantos Rafael KU Leuven, BelgiumSaponaro Mirko Politecnico di Bari, ItalyScorza Francesco Università della Basilicata, ItalySdao Francesco Università della Basilicata, ItalyShen Jie University of Southampton, UKShintani Takahiko University of Electro-Communications, JapanShoaib Muhammad Sungkyunkwan University, South KoreaSilva-Fortes Carina ESTeSL-IPL, PortugalSingh V. B. University of Delhi, IndiaSkouteris Dimitrios SNS, ItalySoares Inês INESCC and IPATIMUP, PortugalSosnin Petr Ulyanovsk State Technical University, RussiaSouza Erica Universidade Nova de Lisboa, PortugalStankova Elena Saint-Petersburg State University, RussiaSumida Yasuaki Kyushu Sangyo University, JapanTanaka Kazuaki Kyushu Institute of Technology, JapanTapia-McClung Rodrigo CentroGeo, MexicoTarantino Eufemia Politecnico di Bari, ItalyTasso Sergio University of Perugia, ItalyTeixeira Ana Paula Universidade Católica Portuguesa, PortugalTengku Adil La Trobe University, AustraliaTeodoro M. Filomena Lisbon University, PortugalTiwari Sunita King George’s Medical University, IndiaTorre Carmelo Maria Polytechnic of Bari, Italy

XXII Organization

Torrisi Vincenza University of Catania, ItalyTotaro Vincenzo Politecnico di Bari, ItalyTran Manh Hung Institute for Research and Executive Education,

VietnamTripathi Aprna GLA University, IndiaTrunfio Giuseppe A. University of Sassari, ItalyTóth Zoltán Hungarian Academy of Sciences, HungaryUchibayashi Toshihiro Kyushu Sangyo University, JapanUgliengo Piero University of Torino, ItalyUllman Holly University of Delaware, USAVallverdu Jordi Autonomous University of Barcelona, SpainValuev Ilya Russian Academy of Sciences, RussiaVasyunin Dmitry University of Amsterdam, The NetherlandsVohra Varun University of Electro-Communications, JapanVoit Nikolay Ulyanovsk State Technical University, RussiaWale Azeez Nurayhn University of Lagos, NigeriaWalkowiak Krzysztof Wroclaw University of Technology, PolandWallace Richard J. Univeristy of Texas, USAWaluyo Agustinus Borgy Monash University, AustraliaWestad Frank CAMO Software AS, USAWole Adewumi Covenant University, NigeriaXie Y. H. Bell Laboratories, USAYamauchi Toshihiro Okayama University, JapanYamazaki Takeshi University of Tokyo, JapanYao Fenghui Tennessee State University, USAYoki Karl Catholic University of Daegu, South KoreaYoshiura Noriaki Saitama University, JapanYuasa Fukuko High Energy Accelerator Research Organization, KoreaZamperlin Paola University of Florence, ItalyZollo Fabiana University of Venice “Cà Foscari”, ItalyZullo Francesco University of L’Aquila, ItalyZivkovic Ljiljana Republic Agency for Spatial Planning, Belgrade

Organization XXIII

Sponsoring Organizations

ICCSA 2018 would not have been possible without the tremendous support of manyorganizations and institutions, for which all organizers and participants of ICCSA 2018express their sincere gratitude:

Springer International Publishing AG, Germany(http://www.springer.com)

Monash University, Australia(http://monash.edu)

University of Perugia, Italy(http://www.unipg.it)

University of Basilicata, Italy(http://www.unibas.it)

Kyushu Sangyo University, Japan(www.kyusan-u.ac.jp)

Universidade do Minho, Portugal(http://www.uminho.pt)

XXIV Organization

Keynote Speakers

New Frontiers in Cloud Computing for BigData and Internet-of-Things (IoT) Applications

Rajkumar Buyya1,2

1 Cloud Computing and Distributed Systems (CLOUDS) Lab,The University of Melbourne, Australia

2 Manjrasoft Pvt Ltd., Melbourne, Australia

Abstract. Computing is being transformed to a model consisting of services thatare commoditised and delivered in a manner similar to utilities such as water,electricity, gas, and telephony. Several computing paradigms have promised todeliver this utility computing vision. Cloud computing has emerged as oneof the buzzwords in the IT industry and turned the vision of “computing utili-ties” into a reality.

Clouds deliver infrastructure, platform, and software (application) as services, whichare made available as subscription-based services in a pay-as-you-go model to con-sumers. Cloud application platforms need to offer

1. APIs and tools for rapid creation of elastic applications and2. a runtime system for deployment of applications on geographically distributed

computing infrastructure in a seamless manner.

The Internet of Things (IoT) paradigm enables seamless integration ofcyber-and-physical worlds and opening up opportunities for creating newclass ofapplications for domains such as smart cities. The emerging Fog computing isextending Cloud computing paradigm to edge resources for latency sensitive IoTapplications.

This keynote presentation will cover:

a. 21st century vision of computing and identifies various IT paradigms promising todeliver the vision of computing utilities;

b. opportunities and challenges for utility and market-oriented Cloud computing,c. innovative architecture for creating market-oriented and elastic Clouds by har-

nessing virtualisation technologies;d. Aneka, a Cloud Application Platform, for rapid development of Cloud/Big Data

applications and their deployment on private/public Clouds with resource provi-sioning driven by SLAs;

e. experimental results on deploying Cloud and Big Data/Internet-of-Things(IoT) applications in engineering, and health care, satellite image processing, andsmart cities on elastic Clouds;

f. directions for delivering our 21st century vision along with pathways for futureresearch in Cloud and Fog computing.

Short Bio Dr. Rajkumar Buyya is a Redmond Barry Distinguished Professor andDirector of the Cloud Computing and Distributed Systems (CLOUDS) Laboratory atthe University of Melbourne, Australia. He is also serving as the founding CEO ofManjrasoft, a spin-off company of the University, commercializing its innovations inCloud Computing. He served as a Future Fellow of the Australian Research Councilduring 2012-2016. He has authored over 625 publications and seven text booksincluding “Mastering Cloud Computing” published by McGraw Hill, China MachinePress, and Morgan Kaufmann for Indian, Chinese and international markets respec-tively. He also edited several books including “Cloud Computing: Principles andParadigms” (Wiley Press, USA, Feb 2011).

He is one of the highly cited authors in computer science and software engineeringworldwide (h-index = 117, g-index = 255, 70,500 + citations). Dr. Buyya is recognizedas a “Web of Science Highly Cited Researcher” in both 2016 and 2017 by ThomsonReuters, a Fellow of IEEE, and Scopus Researcher of the Year 2017 with Excellence inInnovative Research Award by Elsevier for his outstanding contributions to Cloudcomputing.

Software technologies for Grid and Cloud computing developed under Dr. Buyya’sleadership have gained rapid acceptance and are in use at several academic institutionsand commercial enterprises in 40 countries around the world. Dr. Buyya has led theestablishment and development of key community activities, including serving asfoundation Chair of the IEEE Technical Committee on Scalable Computing and fiveIEEE/ACM conferences. These contributions and international research leadership ofDr. Buyya are recognized through the award of “2009 IEEE Medal for Excellence inScalable Computing” from the IEEE Computer Society TCSC.

Manjrasoft’s Aneka Cloud technology developed under his leadership has received“2010 Frost & Sullivan New Product Innovation Award”. He served as the foundingEditor-in-Chief of the IEEE Transactions on Cloud Computing. He is currently servingas Co-Editor-in-Chief of Journal of Software: Practice and Experience, which wasestablished over 45 years ago. For further information on Dr. Buyya, please visit hiscyberhome: www.buyya.com.

XXVIII R. Buyya

Approximation Problems for Digital ImageProcessing and Applications

Gianluca Vinti

Department of Mathematics and Computer Science,University of Perugia, Italy

Abstract. In this talk, some approximation problems are discussed with appli-cations to reconstruction and to digital image processing. We will also showsome applications to concrete problems in the medical and engineering fields.Regarding the first, a procedure will be presented, based on approaches ofapproximation theory and on algorithms of digital image processing for thediagnosis of aneurysmal diseases; in particular we discuss the extraction of thepervious lumen of the artery starting from CT image without contrast medium.As concerns the engineering field, thermographic images are analyzed for thestudy of thermal bridges and for the structural and dynamic analysis of build-ings, working therefore in the field of energy analysis and seismic vulnerabilityof buildings, respectively.

Short Bio Gianluca Vinti is Full Professor of Mathematical Analysis at the Departmentof Mathematics and Computer Science of the University of Perugia. He is Directorof the Department since 2014 and member of the Academic Senate of the University.Member of the Board of the Italian Mathematical Union since 2006, member of the“Scientific Council of the GNAMPA-INdAM “(National Group for the MathematicalAnalysis, the Probability and their Applications) since 2013, Referent for the Mathe-matics of the Educational Center of the “Accademia Nazionale dei Lincei” at Perugiasince 2013 and Member of the Academic Board of the Ph.D. in Mathematics, Com-puter Science, Statistics organized in consortium (C.I.A.F.M.) among the University ofPerugia (Italy), University of Florence (Italy) and the INdAM (National Institute ofHigh Mathematics).

He is and has been coordinator of several research projects and he coordinates aresearch team who deals with Real Analysis, Theory of Integral Operators, Approxi-mation Theory and its Applications to Signal Reconstruction and Images Processing.

He has been invited to give more than 50 plenary lectures at conferences at variousUniversities and Research Centers. Moreover he is author of more than 115 publica-tions on international journals and one scientific monography on “Nonlinear IntegralOperators and Applications” edited by W. de Gruyter. Finally he is member of theEditorial Board of the following international scientific journals: Sampling Theory inSignal and Image Processing (STSIP), Journal of Function Spaces and Applications,Open Mathematics, and others and he holds a patent entitled: “Device for obtaininginformations on blood vessels and other bodily-cave parts”.

Contents – Part IV

Workshop Scientific Computing Infrastructure (SCI 2018)

Virtual Laboratories: Prospects for the Development of Techniquesand Methods of Work . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3

E. N. Stankova, N. V. Dyachenko, and G. S. Tibilova

CUDA Support in GNA Data Analysis Framework . . . . . . . . . . . . . . . . . . . 12Anna Fatkina, Maxim Gonchar, Liudmila Kolupaeva, Dmitry Naumov,and Konstantin Treskov

Application Porting Optimization on Heterogeneous Systems . . . . . . . . . . . . 25Nikita Storublevtcev, Vladimir Korkhov, Alexey Beloshapko,and Alexander Bogdanov

Creating Artificial Intelligence Solutions in E-Health Infrastructureto Support Disabled People . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41

David Grigoryan, Avetik Muradov, Serob Balyan, Suren Abrahamyan,Armine Katvalyan, Vladimir Korkhov, Oleg Iakushkin,Natalia Kulabukhova, and Nadezhda Shchegoleva

GPGPU for Problem-Solving Environment in Accelerator Physics. . . . . . . . . 51Nataliia Kulabukhova

The Construction of the Parallel Algorithm Execution Schedule Takinginto Account the Interprocessor Data Transfer. . . . . . . . . . . . . . . . . . . . . . . 61

Yulia Shichkina, Al-Mardi Mohammed Haidar Awadh,Nikita Storublevtcev, and Alexander Degtyarev

Data Storage, Processing and Analysis System to Support Brain Research . . . 78Vladimir Korkhov, Vladislav Volosnikov, Andrey Vorontsov,Kirill Gribkov, Natalia Zalutskaya, Alexander Degtyarev,and Alexander Bogdanov

Staccato: Cache-Aware Work-Stealing Task Schedulerfor Shared-Memory Systems. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91

Ruslan Kuchumov, Andrey Sokolov, and Vladimir Korkhov

Design and Implementation of a Service for Cloud HPC Computations . . . . . 103Ruslan Kuchumov, Vadim Petrunin, Vladimir Korkhov, Nikita Balashov,Nikolay Kutovskiy, and Ivan Sokolov

Porting the Algorithm for Calculating an Asian Option to a NewProcessing Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113

Eduard Stepanov, Dmitry Khmel, Vladimir Mareev,Nikita Storublevtcev, and Alexander Bogdanov

Influence of External Source on KPI Equation . . . . . . . . . . . . . . . . . . . . . . 123Alexander V. Bogdanov, Vladimir V. Mareev, Nataliia V. Kulabukhova,Alexander B. Degtyarev, and Nadezhda L. Shchegoleva

Reconstruction of Stone Walls in Form of Polygonal Meshesfrom Archaeological Studies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 136

Oleg Iakushkin, Anna Fatkina, Vadim Plaksin, Olga Sedova,Alexander Degtyarev, and Alexei Uteshev

Algorithm for Processing the Results of Cloud Convection SimulationUsing the Methods of Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . 149

E. N. Stankova, E. T. Ismailova, and I. A. Grechko

3D Reconstruction of Landscape Models and Archaeological ObjectsBased on Photo and Video Materials . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 160

Oleg Iakushkin, Dmitrii Selivanov, Liliia Tazieva, Anna Fatkina,Valery Grishkin, and Alexei Uteshev

10th International Symposium on Software Engineering Processesand Applications (SEPA 2018)

A Software Reference Architecture for IoT-Based Healthcare Applications . . . 173Itamir de Morais Barroca Filho and Gibeon Soares de Aquino Junior

Machine Learning Based Predictive Model for Risk Assessmentof Employee Attrition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189

Goldie Gabrani and Anshul Kwatra

A Way of Design Thinking as an Inference Rule of SubstantiallyEvolutionary Theorizing in Software Projects . . . . . . . . . . . . . . . . . . . . . . . 202

P. Sosnin

A Critical Review of the Politics of Artificial Intelligent Machines,Alienation and the Existential Risk Threat to America’s Labour Force . . . . . . 217

Ikedinachi Ayodele Wogu, Sanjay Misra, Patrick Assibong,Adewole Adewumi, Robertas Damasevicius, and Rytis Maskeliunas

Mapping Dynamic Behavior Between Different Object Models in AOM . . . . 233Antônio de Oliveira Dias, Eduardo Martins Guerra,Fábio Fagundes Silveira, and Tiago Silva da Silva

XXXII Contents – Part IV

Transformation of the Teacher into “Produser”: An Emergency Casefrom the Appropriation of Social Web-Based Technologies . . . . . . . . . . . . . 250

Karolina González Guerrero, José Eduardo Padilla Beltrán,and Leonardo E. Contreras Bravo

Investigation of Obstructions and Range Limit on Bluetooth Low EnergyRSSI for the Healthcare Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . 261

Jay Pancham, Richard Millham, and Simon James Fong

A Business Intelligent Framework to Evaluate Prediction Accuracyfor E-Commerce Recommenders . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275

Shalini Gupta and Veer Sain Dixit

Recommendations with Sparsity Based Weighted Context Framework . . . . . . 289Veer Sain Dixit and Parul Jain

Teaching Training Using Learning Collaborative Technologiesfor Knowledge Generation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 306

Karolina González Guerrero, José Eduardo Padilla Beltrán,and Andrés Felipe Matallana Borda

A Scalable Bluetooth Low Energy Design Model for Sensor Detectionfor an Indoor Real Time Location System . . . . . . . . . . . . . . . . . . . . . . . . . 317

Jay Pancham, Richard Millham, and Simon James Fong

A Survey About the Impact of Requirements Engineering Practicein Small-Sized Software Factories in Sinaloa, Mexico . . . . . . . . . . . . . . . . . 331

José Alfonso Aguilar, Aníbal Zaldívar-Colado, Carolina Tripp-Barba,Roberto Espinosa, Sanjay Misra, and Carlos Eduardo Zurita

An Approach of a Framework to Create Web Applications . . . . . . . . . . . . . 341Daniel Sanchez, Oscar Mendez, and Hector Florez

Model Driven Engineering Approach to Manage Peripheralsin Mobile Devices. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 353

Daniel Sanchez and Hector Florez

Automated Analysis of Variability Models: The SeVaTax Process. . . . . . . . . 365Matias Pol’la, Agustina Buccella, and Alejandra Cechich

Study on Process of Data Processing and Analysis Basedon Geographic Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 382

Jae-Young Choi, Young-Hwa Cho, Chin-Chol Kim, Yeong-Il Kwon,JeongAh Kim, Suntae Kim, and EunSeok Kim

Contents – Part IV XXXIII

Impact Factors on Using of E-learning System and Learning Achievementof Students at Several Universities in Vietnam . . . . . . . . . . . . . . . . . . . . . . 394

Quoc Trung Pham and Thanh Phong Tran

Measuring the Extent of Source Code Readability UsingRegression Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 410

Sangchul Choi, Suntae Kim, Jeong-Hyu Lee, JeongAh Kim,and Jae-Young Choi

Optimization of Scaling Factors for Image Watermarking Using HarmonySearch Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 422

Anurag Mishra, Charu Agarwal, and Girija Chetty

Combining Automatic Variability Analysis Tools: An SPL Approachfor Building a Framework for Composition . . . . . . . . . . . . . . . . . . . . . . . . 435

Agustina Buccella, Matias Pol’la, Esteban Ruiz de Galarreta,and Alejandra Cechich

SW Architecture of Clinical Decision Support Service in Preventionof Falls . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 452

SeungYoung Choi, Jeong Ah Kim, and InSook Cho

Learning User Preferences for Recommender System Using YouTubeVideos Tags . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 464

Sunita Tiwari, Abhishek Jain, Prakhar Kothari, Rahul Upadhyay,and Kanishth Singh

A Novel Methodology for Effective Requirements Elicitationand Modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 474

Rajat Goel, Mahesh Chandra Govil, and Girdhari Singh

IoT Powered Vehicle Tracking System (VTS). . . . . . . . . . . . . . . . . . . . . . . 488Priti Jagwani and Manoj Kumar

Grammar-Algebraic Approach to Analyze Workflows . . . . . . . . . . . . . . . . . 499Alexander Afanasyev and Nikolay Voit

Specifying and Incorporating Compliance Requirements into SoftwareDevelopment Using UML and OCL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 511

Oluwasefunmi Tale Arogundade, Temitope Elizabeth Abioye,Abiodun Muyideen Mustapha, Adeola Mary Adeniji,Abiodun Motunrayo Ikotun, and Franklin O. Asahiah

Software R&D Process Framework for Process Tailoring with EPF Cases . . . 527SeungYong Choi, JeongAh Kim, and SunTae Kim

XXXIV Contents – Part IV

Performance Evaluation of Visual Descriptors for Image Indexingin Content Based Image Retrieval Systems. . . . . . . . . . . . . . . . . . . . . . . . . 539

Oluwole A. Adegbola, David O. Aborisade, Segun I. Popoola,and Aderemi A. Atayero

Model Checking of TTCAN Protocol Using UPPAAL. . . . . . . . . . . . . . . . . 550Liu Shuxin and Noriaki Yoshiura

Processing of Design and Manufacturing Workflowsin a Large Enterprise . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 565

Alexander Afanasyev, Maria Ukhanova, Irina Ionova,and Nikolay Voit

Graph Database Indexing Layer for Logic-Based Tree Pattern MatchingOver Intensional XML Document Databases. . . . . . . . . . . . . . . . . . . . . . . . 577

Abdullah Alrefae, Jinli Cao, and Eric Pardede

Development of Interactive Tools for Intelligent EngineeringEducation System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 589

Alexander Afanasyev and Nikolay Voit

Performance Evaluation of MQTT Broker Servers. . . . . . . . . . . . . . . . . . . . 599Biswajeeban Mishra

Water Treatment Monitoring System at San Jose de Chaltura,Imbabura - Ecuador. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 610

Marcelo León, Maritza Ruíz, Lídice Haz, Robert Montalvan,Viviana Pinos Medrano, and Silvia Medina Anchundia

Non-linear Behavior of the Distribution of Deformities in the PeriodontalLigament by Varying the Size of the Root: Finite Element Analysis . . . . . . . 625

Luis Fernando Vargas Tamayo, Leonardo Emiro Contreras Bravo,and Ricardo Augusto Ríos Linares

Formal Modeling of the Key Determinants of Hepatitis C Virus (HCV)Induced Adaptive Immune Response Network: An Integrative Approachto Map the Cellular and Cytokine-Mediated Host Immune Regulations . . . . . 635

Ayesha Obaid, Anam Naz, Shifa Tariq Ashraf, Faryal Mehwish Awan,Aqsa Ikram, Muhammad Tariq Saeed, Abida Raza, Jamil Ahmad,and Amjad Ali

Location Aware Personalized News Recommender SystemBased on Twitter Popularity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 650

Sunita Tiwari, Manjeet Singh Pangtey, and Sushil Kumar

An Improved Generalized Regression Neural Network for Type IIDiabetes Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 659

Moeketsi Ndaba, Anban W. Pillay, and Absalom E. Ezugwu

Contents – Part IV XXXV

Global Software Development: Key Performance Measures of Teamin a SCRUM Based Agile Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . 672

Chamundeswari Arumugam, Srinivasan Vaidayanthan,and Harini Karuppuchamy

Cloud Applications Management – Issues and Developments . . . . . . . . . . . . 683I. Odun-Ayo, B. Odede, and R. Ahuja

IoT-Enabled Alcohol Detection System for Road Transportation Safetyin Smart City . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 695

Stanley Uzairue, Joshua Ighalo, Victor O. Matthews, Frances Nwukor,and Segun I. Popoola

Workshop Challenges, Trends and Innovations in VGI (VGI 2018)

Volunteered Geographic Information, Open Data, and Citizen Participation:A Review for Post-seismic Events Reconstruction in Mexico . . . . . . . . . . . . 707

Rodrigo Tapia-McClung

Workshop Virtual Reality and Applications (VRA 2018)

Object Detection with Deep Learning for a Virtual Reality BasedTraining Simulator . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 725

M. Fikret Ercan, Qiankun Liu, Yasushi Amari, and Takashi Miyazaki

Evaluating an Accelerometer-Based System for Spine Shape Monitoring . . . . 740Katharina Stollenwerk, Johannes Müllers, Jonas Müller,André Hinkenjann, and Björn Krüger

An Approach to Developing Learning Objects with AugmentedReality Content. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 757

Marcelo de Paiva Guimarães, Bruno Carvalho Alves,Rafael Serapilha Durelli, Rita de F. R. Guimarães,and Diego Colombo Dias

eStreet: Virtual Reality and Wearable Devices Applied to Rehabilitation . . . . 775Diego R. C. Dias, Iago C. Alvarenga, Marcelo P. Guimarães,Luis C. Trevelin, Gabriela Castellano, and Alexandre F. Brandão

An RGB-Based Gesture Framework for Virtual Reality Environments . . . . . . 790João P. M. Ferreira, Diego R. C. Dias, Marcelo P. Guimarães,and Marcos A. M. Laia

XXXVI Contents – Part IV

Sharing Learning Objects Between Learning Platforms and Repositories . . . . 804Sergio Tasso, Simonetta Pallottelli, Osvaldo Gervasi, Marina Rui,and Antonio Laganà

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 817

Contents – Part IV XXXVII