Advances in Intelligent Systems and Computing

Volume 747

Series editor

Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Polande-mail: kacprzyk@ibspan.waw.pl

The series “Advances in Intelligent Systems and Computing” contains publications on theory,applications, and design methods of Intelligent Systems and Intelligent Computing. Virtuallyall disciplines such as engineering, natural sciences, computer and information science, ICT,economics, business, e-commerce, environment, healthcare, life science are covered. The listof topics spans all the areas of modern intelligent systems and computing.

The publications within “Advances in Intelligent Systems and Computing” are primarilytextbooks and proceedings of important conferences, symposia and congresses. They coversignificant 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-widedistribution. This permits a rapid and broad dissemination of research results.

Advisory Board

Chairman

Nikhil R. Pal, Indian Statistical Institute, Kolkata, Indiae-mail: nikhil@isical.ac.in

Members

Rafael Bello Perez, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cubae-mail: rbellop@uclv.edu.cu

Emilio S. Corchado, University of Salamanca, Salamanca, Spaine-mail: escorchado@usal.es

Hani Hagras, University of Essex, Colchester, UKe-mail: hani@essex.ac.uk

László T. Kóczy, Széchenyi István University, Győr, Hungarye-mail: koczy@sze.hu

Vladik Kreinovich, University of Texas at El Paso, El Paso, USAe-mail: vladik@utep.edu

Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwane-mail: ctlin@mail.nctu.edu.tw

Jie Lu, University of Technology, Sydney, Australiae-mail: Jie.Lu@uts.edu.au

Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexicoe-mail: epmelin@hafsamx.org

Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazile-mail: nadia@eng.uerj.br

Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Polande-mail: Ngoc-Thanh.Nguyen@pwr.edu.pl

Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Kong

e-mail: jwang@mae.cuhk.edu.hk

More information about this series at http://www.springer.com/series/11156

Álvaro Rocha • Hojjat AdeliLuís Paulo Reis • Sandra CostanzoEditors

Trends and Advancesin Information Systemsand TechnologiesVolume 3

123

EditorsÁlvaro RochaDepartamento de Engenharia InformáticaUniversidade de CoimbraCoimbraPortugal

Hojjat AdeliCollege of EngineeringThe Ohio State UniversityColumbus, OHUSA

Luís Paulo ReisDSI/EEUMUniversidade do MinhoGuimarãesPortugal

Sandra CostanzoDIMESUniversita della CalabriaArcavacata di RendeItaly

ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-3-319-77699-6 ISBN 978-3-319-77700-9 (eBook)https://doi.org/10.1007/978-3-319-77700-9

Library of Congress Control Number: 2018936909

© 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 partof 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 transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe relevant protective 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 thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, express or implied, with respect to the material contained herein orfor any errors or omissions that may have been made. The publisher remains neutral with regard tojurisdictional claims in published maps and institutional affiliations.

Printed on acid-free paper

This Springer imprint is published by the registered company Springer International Publishing AGpart of Springer NatureThe registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

This book contains a selection of papers accepted for presentation and discussion atThe 2018 World Conference on Information Systems and Technologies(WorldCIST’18). This conference had the support of the IEEE Systems, Man, andCybernetics Society, AISTI (Iberian Association for Information Systems andTechnologies/Associação Ibérica de Sistemas e Tecnologias de Informação),University of Calabria, and GIIM (Global Institute for IT Management). It tookplace at Naples, Italy, on March 27–29, 2018.

The World Conference on Information Systems and Technologies (WorldCIST)is a global forum for researchers and practitioners to present and discuss recentresults and innovations, current trends, professional experiences and challenges ofmodern Information Systems and Technologies research, technological develop-ment and applications. One of its main aims is to strengthen the drive toward aholistic symbiosis between academy, society, and industry. WorldCIST’18 built onthe successes of WorldCIST’13 held at Olhão, Algarve, Portugal, WorldCIST’14held at Funchal, Madeira, Portugal, WorldCIST’15 held at São Miguel, Azores,Portugal, WorldCIST’16 held at Recife, Pernambuco, Brazil, and WorldCIST’17which took place at Porto Santo Island, Madeira, Portugal.

The Program Committee of WorldCIST’18 was composed of a multidisciplinarygroup of experts and those who are intimately concerned with Information Systemsand Technologies. They have had the responsibility for evaluating, in a ‘blind review’process, the papers received for each of the main themes proposed for the conference:(A) Information and Knowledge Management; (B) Organizational Models andInformation Systems; (C) Software and Systems Modeling; (D) Software Systems,Architectures, Applications, and Tools; (E) Multimedia Systems and Applications;(F) Computer Networks, Mobility and Pervasive Systems; (G) Intelligent andDecision Support Systems; (H) Big Data Analytics and Applications; (I) Human–Computer Interaction; (J) Ethics, Computers & Security; (K) Health Informatics;(L) Information Technologies in Education; (M) Information Technologies inRadiocommunications; (N) Technologies for Biomedical Applications.

v

The conference also included workshop sessions taking place in parallel with theconference ones.Workshop sessions covered themes such as (i) Applied Statistics andDataAnalysis usingComputer Science, (ii) Artificial Intelligence in Fashion Industry,(iii) Emerging Trends and Challenges in Business Process Management,(iv) Emerging Trends, Challenges, and Solutions in Infrastructures and SmartBuilding Management, (v) Healthcare Information Systems Interoperability,Security, and Efficiency, (vi) Intelligent and Collaborative Decision Support Systemsfor Improving Manufacturing Processes, (vii) New Pedagogical Approaches withTechnologies, (viii) Pervasive Information Systems, (ix) Technologies in theworkplace—use and impact on workers.

WorldCIST’18 received more than 400 contributions from 66 countries aroundthe world. The papers accepted for presentation and discussion at the conference arepublished by Springer (this book) and by AISTI (one issue in the Journal ofInformation Systems Engineering & Management) and will be submitted forindexing by ISI, EI-Compendex, SCOPUS, DBLP, and/or Google Scholar, amongothers. Extended versions of selected best papers will be published in special orregular issues of relevant journals, mainly SCI/SSCI and Scopus/EI-Compendexindexed journals.

We acknowledge all of those that contributed to the staging of WorldCIST’18(authors, committees, workshop organizers, and sponsors). We deeply appreciatetheir involvement and support that was crucial for the success of WorldCIST’18.

March 2018 Álvaro RochaHojjat Adeli

Luís Paulo ReisSandra Costanzo

vi Preface

Organization

Conference

General Chair

Álvaro Rocha University of Coimbra, Portugal

Co-chairs

Hojjat Adeli The Ohio State University, USALuis Paulo Reis University of Minho, PortugalSandra Costanzo University of Calabria, Italy

Advisory Committee

Ana Maria Correia (Chair) University of Sheffield, UKBen Lev Drexel University, USAChris Kimble KEDGE Business School & MRM, UM2,

Montpellier, FranceDavid Garson North Carolina State University, USAFlorin Gheorghe Filip Romanian Academy, RomaniaGintautas Dzemyda Vilnius University, LithuaniaJanusz Kacprzyk Polish Academy of Sciences, PolandJeroen van den Hoven Delft University of Technology, NetherlandsJoão Tavares University of Porto, PortugalJon Hall The Open University, UKKarl Stroetmann Empirica Communication & Technology

Research, GermanyKathleen Carley Carnegie Mellon University, USA

vii

Keng Siau Missouri University of Science and Technology,USA

Ladislav Hluchy Slovak Academy of Sciences, SlovakiaMarjan Mernik University of Maribor, SloveniaMichael Koenig Long Island University, USAMiguel-Angel Sicilia University of Alcalá, SpainPéter Kacsuk University of Westminster, UKPeter Sloot University of Amsterdam, NetherlandRobertas Damaševičius Kaunas University of Technology, LithuaniaSujeet Shenoi University of Tulsa, USATed Shortliffe Arizona State University, USAWan Kyun Chung POSTECH, KoreaWim Van Grembergen University of Antwerp, BelgiumYu-Chuan (Jack) Li Taipei Medical University, Taiwan

Program Committee

Adnan Mahmood Waterford Institute of Technology, IrelandAdriana Fernandes ISCTE-IUL, PortugalAdriana Peña Pérez Negrón Universidad de Guadalajara, MexicoAdriani Besimi South East European University, MacedoniaAgostino Forestiero ICAR-CNR, ItalyAhmed El Oualkadi Abdelmalek Essaadi University, MoroccoAlan Ramirez-Noriega Universidad Autónoma de Baja California,

MexicoAlberto Freitas FMUP, University of Porto, PortugalAlcides Fonseca University of Lisbon, PortugalAlessio Ferrari ISTI-CNR, ItalyAlexandru Vulpe University Politehnica of Bucharest, RomaniaAli Alsoufi University of Bahrain, BahrainAli Idri ENSIAS, University Mohamed V, MoroccoAlmir Souza Silva Neto IFMA, BrazilAlvaro Arenas IE Business School, SpainAmit Shelef Sapir Academic College, IsraelAna Luis University of Coimbra, PortugalAnabela Tereso University of Minho, PortugalAnacleto Correia CINAV, PortugalAnca Alexandra Purcarea University Politehnica of Bucharest, RomaniaAndré Marcos Silva Centro Universitário Adventista de São Paulo

(UNASP), BrazilAneta Poniszewska-Maranda Lodz University of Technology, PolandAngeles Quezada Instituto Tecnologico de Tijuana, MexicoAnkur Singh Bist KIET, IndiaAntonio Borgia University of Calabria, Italy

viii Organization

António Gonçalves University of Lisbon & INESC ID, PortugalAntonio Jiménez-Martín Universidad Politécnica de Madrid, SpainAntonio Pereira Polytechnic of Leiria, PortugalAntonio Raffo University of Calabria, ItalyArmando Mendes University of Azores, PortugalArmando Toda University of São Paulo, BrazilArsénio Monteiro Reis University of Trás-os-Montes e Alto Douro,

PortugalArslan Enikeev Kazan Federal University, RussiaBenedita Malheiro Polytechnic of Porto, ISEP, PortugalBing Li Arizona State University, USABorja Bordel Universidad Politécnica de Madrid, SpainBranko Perisic Faculty of Technical Sciences, SerbiaCarla Pinto Polytechnic of Porto, ISEP, PortugalCarla Santos Pereira Universidade Portucalense, PortugalCarlos Costa ISCTE-IUL, PortugalCatarina Reis Polytechnic of Leiria, PortugalCédric Gaspoz University of Applied Sciences Western

Switzerland (HES-SO), SwitzerlandCengiz Acarturk Middle East Technical University, TurkeyCesar Collazos Universidad del Cauca, ColombiaChristophe Feltus LIST, LuxembourgChristophe Soares University Fernando Pessoa, PortugalChristos Bouras University of Patras, GreeceCiro Martins University of Aveiro, PortugalClaudio Sapateiro Polytechnic of Setúbal, PortugalCristian García Bauza PLADEMA-UNICEN-CONICET, ArgentinaCristian Mateus ISISTAN-CONICET, UNICEN, ArgentinaDagmar Cámská Czech Technical University, Prague, Czech

RepublicDalila Durães Technical University of Madrid, SpainDaniel Castro Silva University of Porto, PortugalDante Carrizo Universidad de Atacama, ChileDavid Cortés-Polo Fundación COMPUTAEX, SpainDjamel Kehil ENSET SKIKDA, AlgeriaDorgival Netto IFMS - Federal Institute of Mato Grosso do Sul,

BrazilEdita Butrime Lithuanian University of Health Sciences,

LithuaniaEdna Dias Canedo University of Brasilia, BrazilEduardo Santos Pontifical Catholic University of Paraná, BrazilEgils Ginters Riga Technical University, LatviaElena Mikhailova Saint Petersburg State University, RussiaEmiliano Reynares CONICET - CIDISI UTN FRSF, ArgentinaEvandro Costa Federal University of Alagoas, Brazil

Organization ix

Farhan Siddiqui USAFelix Blazquez-Lozano University of Coruña, SpainFernando Bobillo University of Zaragoza, SpainFernando Moreira Portucalense University, PortugalFernando Ribeiro Polytechnic of Castelo Branco, PortugalFilipe Portela University of Minho, PortugalFilippo Neri University of Naples, ItalyFionn Murtagh University of Huddersfield, UKFirat Bestepe Republic of Turkey Ministry of Development,

TurkeyFloriano Scioscia Polytechnic University of Bari, ItalyFrancesca Venneri University of Calabria, ItalyFrancesco Bianconi Università degli Studi di Perugia, ItalyFrancisco García-Peñalvo University of Salamanca, SpainFrederico Branco University of Trás-os-Montes e Alto Douro,

PortugalGali Naveh Shamoon College of Engineering, IsraelGalim Vakhitov Kazan Federal University, RussiaGeorge Suciu BEIA, RomaniaGhani Albaali Princess Sumaya University for Technology,

JordanGian Piero Zarri University Paris-Sorbonne, FranceGiuseppe Di Massa University of Calabria, ItalyGonçalo Paiva Dias University of Aveiro, PortugalGoreti Marreiros ISEP/GECAD, PortugalGraciela Lara López University of Guadalajara, MexicoHabiba Drias University of Science and Technology Houari

Boumediene, AlgeriaHafed Zarzour University of Souk Ahras, AlgeriaHatem Ben Sta University of Tunis at El Manar, TunisiaHector Fernando Gomez

AlvaradoUniversidad Tecnica de Ambato, Ecuador

Helia Guerra University of the Azores, PortugalHenrique da Mota Silveira University of Campinas (UNICAMP), BrazilHing Kai Chan University of Nottingham Ningbo China, ChinaHugo Paredes INESC TEC and Universidade de

Trás-os-Montes e Alto Douro, PortugalIgor Aguilar Alonso Universidad Politécnica de Madrid, SpainIlham Slimani ENSIAS, MoroccoImen Ben Said Université de Sfax, TunisiaIna Schiering Ostfalia University of Applied Sciences,

GermanyInês Domingues University of Coimbra, PortugalIsabel Lopes Instituto Politécnico de Bragança, PortugalIsabel Pedrosa Coimbra Business School - ISCAC, Portugal

x Organization

Ivan Lukovic University of Novi Sad, SerbiaJ. João Almeida University of Minho, PortugalJan Kubicek Technical University of Ostrava, Czech RepublicJavier Medina Universidad Distrital Francisco José de Caldas,

ColombiaJean Robert Kala Kamdjoug Catholic University of Central Africa, CameroonJezreel Mejia CIMAT, Unidad Zacatecas, MexicoJikai Li The College of New Jersey, USAJoao Carlos Silva IPCA, PortugalJoão Manuel R. S. Tavares University of Porto, FEUP, PortugalJoão Rodrigues University of the Algarve, PortugalJorge Esparteiro Garcia Polytechnic Institute of Viana do Castelo,

PortugalJorge Gomes University of Lisbon, PortugalJorge Oliveira e Sá University of Minho, PortugalJosé Braga de Vasconcelos Universidade New Atlântica, PortugalJose Luis Herrero Agustin University of Extremadura, SpainJosé Luís Reis ISMAI, PortugalJosé M. Parente de Oliveira Aeronautics institute of Technology, BrazilJosé Martins University of Trás-os-Montes e Alto Douro,

PortugalJosé Manuel Torres University Fernando Pessoa, PortugalJosé-Luís Pereira Universidade do Minho, PortugalJuan Jesus Ojeda-Castelo University of Almeria, SpainJuan M. Santos University of Vigo, SpainJuan Pablo Damato UNCPBA-CONICET, ArgentinaJulie Dugdale University Grenoble Alps, FranceJuncal Gutiérrez-Artacho University of Granada, SpainJustin Dauwels Nanyang Technological University, SingaporeJustyna Trojanowska Poznan University of Technology, PolandKalai Anand Ratnam Asia Pacific University of Technology

& Innovation, MalaysiaKatsuyuki Umezawa Shonan Institute of Technology, JapanKevin K. W. Ho University of Guam, GuamKhalid Benali LORIA - University of Lorraine, FranceKorhan Gunel Adnan Menderes University, TurkeyKrzysztof Wolk Polish-Japanese Academy of Information

Technology, PolandKuan Yew Wong Universiti Teknologi Malaysia (UTM), MalaysiaLaila Cheikhi University Mohammed V, Rabat, MoroccoLaura Varela-Candamio Universidade da Coruña, SpainLaurentiu Boicescu E.T.T.I. U.P.B., RomaniaLeonardo Botega University Centre Eurípides of Marília

(UNIVEM), BrazilLeonel Morgado University Aberta and INESC TEC, Portugal

Organization xi

Leonid LeonidovichKhoroshko

Moscow Aviation Institute (National ResearchUniversity), Russia

Letícia Helena Januário Federal University of São João do Rei, BrazilLila Rao-Graham University of the West Indies, JamaicaLuis Alvarez Sabucedo University of Vigo, SpainLuis Gomes Nova de Lisboa University, PortugalLuis Gomes University of the Azores, PortugalLuis Silva Rodrigues Polytechnic of Porto, PortugalLuz Sussy Bayona Oré Universidad Nacional Mayor de San Marcos,

PeruMagdalena Diering Poznan University of Technology, PolandMajida Alasady Tikrit University, IraqManuel Pérez-Cota University of Vigo, SpainManuel Silva Polytechnic of Porto and INESC TEC, PortugalMarcelo Mendonça Teixeira Federal Rural University of Pernambuco, BrazilMarco Ronchetti University of Trento, ItalyMareca María PIlar University Politécnica de Madrid, SpainMarek Kvet Zilinska Univerzita v Ziline, SlovakiaMaria João Ferreira University Portucalense, PortugalMaria João Varanda Pereira Polytechnic of Bragança, PortugalMaria José Sousa University of Coimbra, PortugalMaria Koziri UTH, GreeceMaría Teresa García-Álvarez University of A Coruna, SpainMarijana Despotovic-Zrakic Faculty Organizational Science, SerbiaMarina Ismail Universiti Teknologi MARA, MalaysiaMário Antunes Polytechnic of Leiria & CRACS INESC TEC,

PortugalMarisa Maximiano Polytechnic Institute of Leiria, PortugalMarisol Garcia-Valls Universidad Carlos III de Madrid, SpainMaristela Holanda University of Brasilia, BrazilMarius Vochin E.T.T.I. U.P.B., RomaniaMarlene Goncalves da Silva Universidad Simón Bolívar, VenezuelaMartin Henkel Stockholm University, SwedenMartín López Nores University of Vigo, SpainMartin Zelm INTEROP-VLab, BelgiumMawloud Mosbah University 20 Août 1955 of Skikda, AlgeriaMeryeme Hadni FSDM, MoroccoMichal Adamczak Poznan School of Logistics, PolandMichal Kvet University of Zilina, SlovakiaMichele Ruta Politecnico di Bari, ItalyMiguel António Sovierzoski Federal University of Technology - Paraná,

BrazilMihai Lungu University of Craiova, RomaniaMircea Georgescu Al. I. Cuza University of Iasi, Romania

xii Organization

Mirna Muñoz Centro de Investigación en Matemáticas A.C.,Mexico

Miroslav Bures Czech Technical University in Prague, CzechRepublic

Mohamed Abouzeid Innovations for High PerformanceMicroelectronics IHP, Germany

Mohamed Serrhini University Mohamed First Oujda, MoroccoMokhtar Amami Royal Military College of Canada, CanadaMonica Leba University of Petrosani, RomaniaMu-Song Chen Da-Yeh University, ChinaNatalia Grafeeva Saint Petersburg University, RussiaNatalia Miloslavskaya National Research Nuclear University MEPhI,

RussiaNaveed Ahmed University of Sharjah, United Arab EmiratesNelson Rocha University of Aveiro, PortugalNikolai Prokopyev Kazan Federal University, RussiaNoemi Emanuela Cazzaniga Politecnico di Milano, ItalyNuno Melão Polytechnic of Viseu, PortugalNuno Octávio Fernandes Polytechnic of Castelo Branco, PortugalPatricia Zachman Universidad Nacional del Chaco Austral,

ArgentinaPaula Alexandra Rego Polytechnic of Viana do Castelo & LIACC,

PortugalPaula Viana Polytechnic of Porto & INESC TEC, PortugalPaulo Maio Polytechnic of Porto, ISEP, PortugalPaulo Novais University of Minho, PortugalPaweł Karczmarek The John Paul II Catholic University of Lublin,

PolandPedro Henriques Abreu University of Coimbra, PortugalPedro Rangel Henriques University of Minho, PortugalPedro Sobral University Fernando Pessoa, PortugalPedro Sousa University of Minho, PortugalPhilipp Brune Neu-Ulm University of Applied Sciences,

GermanyRadu-Emil Precup Politehnica University of Timisoara, RomaniaRafael M. Luque Baena University of Malaga, SpainRahim Rahmani University Stockholm, SwedenRamayah T. Universiti Sains Malaysia, MalaysiaRamiro Delgado Universidad de las Fuerzas Armadas ESPE,

EcuadorRamiro Gonçalves University of Trás-os-Montes e Alto Douro

& INESC TEC, PortugalRamon Alcarria Universidad Politécnica de Madrid, SpainRamon Fabregat Gesa University of Girona, SpainRefet Polat Yasar University, Turkey

Organization xiii

Reyes Juárez Ramírez Universidad Autonoma de Baja California,Mexico

Rui Jose University of Minho, PortugalRui Pitarma Polytechnic Institute of Guarda, PortugalRui S. Moreira UFP & INESC TEC & LIACC, PortugalRustam Burnashev Kazan Federal University, RussiaSaeed Salah Al-Quds University, PalestineSaid Achchab Mohammed V University in Rabat, MoroccoSaide Saide State Islamic University of Sultan Syarif Kasim

Riau, IndonesiaSajid Anwar Institute of Management Sciences Peshawar,

PakistanSalama Mostafa Universiti Tun Hussein Onn Malaysia, MalaysiaSamantha Jiménez Universidad Autónoma de Baja California,

MexicoSami Habib Kuwait University, KuwaitSamuel Ekundayo Eastern Institute of Technology, New ZealandSamuel Fosso Wamba Toulouse Business School, FranceSandra Costanzo University of Calabria, ItalySandra Patricia Cano

MazueraUniversity of San Buenaventura Cali, Colombia

Sergio Albiol-Pérez University of Zaragoza, SpainSergio Inzunza Universidad Autonoma de Baja California,

MexicoShahnawaz Talpur Mehran University of Engineering & Technology

Jamshoro, PakistanSilviu Vert Politehnica University of Timisoara, RomaniaSimona Mirela University of Petrosani, RomaniaSlawomir Zolkiewski Silesian University of Technology, PolandSolange N. Alves-Souza University of São Paulo, BrazilSolange Rito Lima University of Minho, PortugalSorin Zoican Polytechnic University of Bucharest, RomaniaSouraya Hamida Batna 2 University, AlgeriaStanley Lima Technische Universität Dresden, GermanyStefan Pickl UBw München COMTESSA, GermanySümeyya Ilkin Kocaeli University, TurkeySyed Asim Ali University of Karachi, PakistanTatiana Antipova Institute of Certified Specialists, RussiaThanasis Loukopoulos University of Thessaly, GreeceThe Thanh Van HCMC University of Food Industry, VietnamThomas Weber EPFL, SwitzerlandTiago Gonçalves University of Lisbon, PortugalToshihiko Kato University of Electro-communications, JapanTzung-Pei Hong National University of Kaohsiung, TaiwanValentina Colla Scuola Superiore Sant’Anna, Italy

xiv Organization

Victor Alves University of Minho, PortugalVictor Georgiev Kazan Federal University, RussiaVictor Hugo Medina Garcia Universidad Distrital Francisco José de Caldas,

ColombiaVincenza Carchiolo University of Catania, ItalyVisar Shehu South East European University, MacedoniaVitalyi Igorevich Talanin Zaporozhye Institute of Economics

& Information Technologies, UkraineWolf Zimmermann Martin Luther University Halle-Wittenberg,

GermanyYair Wiseman Bar Ilan University, IsraelYuhua Li University of Salford, UKYuwei Lin University of Stirling, UKYves Rybarczyk Universidad de Las Américas, EcuadorZorica Bogdanovic University of Belgrade, Serbia

Organization xv

Workshops

Applied Statistics and Data Analysis Using Computer Science

Organizing Committee

Brígida Mónica Faria Higher School of Health/Polytechnic of Porto(ESS/P.Porto), Portugal

Joaquim Gonçalves Polytechnic Institute of Cávado e Ave, PortugalJoão Mendes Moreira FEUP - University of Porto, Portugal

Program Committee

Ana Maria Maqueda University of Valencia, SpainArmando Sousa INESC TEC, FEUP, University of Porto,

PortugalInês Domingues IPO Porto & University of Coimbra, PortugalJoao Fabro UTFPR - Federal University

of Technology-Parana, BrazilLuis Paulo Reis University of Minho, PortugalMarcelo Petry Federal University of Santa Catarina, INESC

P&D, BrazilNuno Lau University of Aveiro, PortugalPedro Henriques Abreu FCTUC-DEI/CISUC, University of Coimbra,

Portugal

Artificial Intelligence in Fashion Industry

Organizing Committee

Evandro Costa Federal University of Alagoas, BrazilOlga C. Santos UNED, Spain

xvii

Hemilis Rocha Federal Institute of Alagoas, BrazilThales Vieira Federal University of Alagoas, BrazilSumit Borar Myntra Designs, India

Program Committee

Evandro Costa Federal University of Alagoas, BrazilHemilis Rocha Federal Institute of Alagoas, BrazilHiranmay Ghosh TCS Innovation Labs, IndiaJulita Vassileva University of Saskatchewan, CanadaLongLong Yu Wide Eyes Technologies, SpainOlga Santos UNED, SpainRalph Deters University of Saskatchewan, CanadaShuhui Jiang Northeastern University, USASumit Borar Myntra Designs, IndiaSusana Zoghbi KU Leuven, BelgiumThales Vieira Federal University of Alagoas, BrazilTincuta Heinzel Cornell University/UAUIM, Bucharest

Emerging Trends and Challenges in Business ProcessManagement

Organizing Committee

José Luis Pereira University of Minho, PortugalRui Dinis Sousa University of Minho, PortugalPascal Ravesteijn HU University, Netherlands

Program Committee

Ana Almeida School of Engineering - Polytechnic of Porto,Portugal

Armin Stein University of Muenster, GermanyDaniel Pacheco Lacerda UNISINOS University, BrazilFernando Belfo ISCAC Coimbra Business School

& ALGORITMI Center, PortugalFrederico Branco UTAD, PortugalJoão Varajão University of Minho, PortugalJorge Oliveira Sá University of Minho, PortugalJosé Martins UTAD, PortugalLuis Miguel Ferreira University of Aveiro, PortugalMarie-Claude (Maric)

BoudreauUniversity of Georgia, USA

xviii Workshops

Manoel Veras Federal University of Rio Grande do Norte,Brazil

Pedro Malta University of Minho, PortugalRafael Paim Federal Center for Technical Education

(Cefet-RJ), BrazilSílvia Inês Dallavalle

de PáduaUniversity of São Paulo, Brazil

Vinícius Carvalho Cardoso Federal University of Rio de Janeiro, BrazilVitor Santos NOVA Information Management School,

Portugal

Healthcare Information Systems: Interoperability, Securityand Efficiency

Organizing Committee

José Machado University of Minho, PortugalAntónio Abelha University of Minho, PortugalAnastasius Mooumtzoglou European Society for Quality in Healthcare,

Greece

Program Committee

Alberto Freitas University of Porto, PortugalAna Azevedo ISCAP/IPP, PortugalÂngelo Costa University of Minho, PortugalArmando B. Mendes University of Azores, PortugalBadra Khellat Kihel University of Oran, AlgeriaCesar Analide University of Minho, PortugalChang Choi Chosun University, KoreaChun-Wei Tsai National Chung-Hsing University, TaiwanDavide Carneiro University of Minho, PortugalFilipe Portela University of Minho, PortugalHelia Guerra University of Azores, PortugalHenrique Vicente University of Évora, PortugalHoon Ko J. E. Purkyně University, KoreaHugo Peixoto University of Minho, PortugalJason Jung Chung-Ang University, KoreaJoao Ramos University of Minho, PortugalJorge Ribeiro IPVC, PortugalJose Cascalho Universidade dos Azores, PortugalJosé Martins UTAD, PortugalJose Neves University of Minho, PortugalLuis Mendes Gomes University of Azores, Portugal

Workshops xix

Mas Sahidayana Mohktar University of Malaya, MalaysiaPaulo Moura Oliveira UTAD, PortugalPaulo Novais University of Minho, PortugalRenata Baracho Universidade Federal de Minas Gerais, BrazilTiago Oliveira National Institute of Informatics, JapanVictor Alves University of Minho, Portugal

Intelligent and Collaborative Decision Support Systemsfor Improving Manufacturing Processes

Organizing Committee

Justyna Trojanowska Poznan University of Technology, PolandMagdalena Diering Poznan University of Technology, PolandJosé Machado Department of Mechanical Engineering,

University of Minho, PortugalLeonilde Varela University of Minho, Portugal

Program Committee

Agnieszka Kujawińska Poznan University of Technology, PolandBoris Delibašić University of Belgrade, SerbiaDamian Krenczyk Silesian University of Technology, PolandDariusz Sędziak Poznan University of Technology, PolandFatima Dargam SimTech Simulation Technology, AustriaFilip Górski Poznan University of Technology, PolandGrzegorz Królczyk Opole University of Technology, PolandJason Papathanasiou University of Macedonia, GreeceKrzysztof Żywicki Poznan University of Technology, PolandMichał Rogalewicz Poznan University of Technology, PolandSachin Waigaonkar Birla Institute of Technology & Science, IndiaShaofeng Liu Plymouth University, UKVarinder Singh BITS Pilani KK Birla Goa Campus, IndiaVijaya Kumar VIT University, India

New Pedagogical Approaches with Technologies

Organizing Committee

Anabela Mesquita CICE- ISCAP/IPP and Algoritmi Centre,Portugal

xx Workshops

Paula Peres CICE- ISCAP/e-IPP, Politécnico do Porto,Portugal

Fernando Moreira IJP - Universidade Portucalense and IEETA –

UAveiro, Portugal

Program Committee

Alex Gomes Universidade Federal de Pernambuco, BrazilArmando Silva Escola Superior de Educação do IPPorto,

PortugalAna R. Luís Universidade de Coimbra, PortugalCésar Collazos Universidad del Cauca, ColombiaChia-Wen Tsai, Ming Chuan University, TaiwanJoão Batista CICE/ISCA, University of Aveiro, PortugalLino Oliveira ESEIG/IPP, PortugalLuisa Moreno Universidad de Sevilla, SpainManuel Perez Cota University of Vigo, SpainPaulino Silva CEOS.PP - ISCAP/IPP, PortugalRamiro Gonçalves UTAD, Vila Real, PortugalRosa Vicari Universidade Federal do Rio Grande do Sul,

BrazilStefania Manca Instituto per le Tecnologie Didattiche, Italy

Pervasive Information Systems

Organizing Committee

Carlos Filipe Portela Department of Information Systems, Universityof Minho, Portugal

Manuel Filipe Santos Department of Information Systems, Universityof Minho, Portugal

Kostas Kolomvatsos National and Kapodistrian University of Athens,Greece

Program Committee

António Abelha University of Minho, PortugalChristos Anagnostopoulos University of Glasgow, UKCristina Alcaraz University of Cagliari, ItalyDaniele Riboni University of Milano, ItalyFabio A. Schreiber Politecnico Milano, ItalyFrederique Laforest Laboratoire Hubert Curien, Univ. Saint Etienne,

FranceHugo Peixoto University of Minho, Portugal

Workshops xxi

Jarosław Jankowski West Pomeranian University of TechnologySzczecin, Poland

José Machado University of Minho, PortugalJúlio Duarte University of Minho, PortugalKarolina Baras University of Madeira, PortugalNuno Marques New University of Lisboa, PortugalRicardo Queiroz ESMAD- P.Porto & CRACS - INESC TEC,

PortugalSergio Ilarri University of Zaragoza, SpainSpyros Panagiotakis Technological Educational Institution of Crete,

GreeceTeresa Guarda Universidad Estatal da Peninsula de Santa Elena -

UPSE, PortugalVassilis Papataxiarhis University of Athens, Greece

Technologies in the Workplace - Use and Impact on Workers

Organizing Committee

Ana Veloso Escola de Psicologia, Universidade do Minho,Portugal

Catarina Brandão Faculdade de Psicologia e de Ciências daEducação, Universidade do Porto, Portugal

Program Committee

Ana Teresa Ferreira-Oliveira Technology and Management School, Viana doCastelo Polytechnic Institute, Portugal

Ana Veloso Escola de Psicologia, Universidade do Minho,Portugal

Catarina Brandão Faculdade de Psicologia e de Ciências daEducação, Universidade do Porto, Portugal

Esther Gracia Universidad de Valencia, SpainGuy Enosh School of Social Work, Faculty of Welfare

and Health Sciences, University of Haifa,Israel

Hatem Ocel Karabuk University, Faculty of Art, PsychologyDepartment, Turkey

Isabel Silva Escola de Psicologia da Universidade do Minho,Portugal

Joana Santos Universidade do Algarve, PortugalKarin Sanders UNSW Australia Business School, Australia

xxii Workshops

Mary Sandra Carlotto Universidade do Vale do Rio dos Sinos, BrazilShay Tzafrir Faculty of Management, University of Haifa,

IsraelSnezhana Ilieva Sofia University St. Kliment Ohridski, BulgariaVicente Martinez Tur University of Valencia, Faculty of Psychology,

Spain

Workshops xxiii

Contents

Applied Statistics and Data Analysis Using Computer Science

Agribusiness Intelligence: Grape Production Forecast UsingData Mining Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3Rosana Cavalcante de Oliveira, João Mendes-Moreira,and Carlos Abreu Ferreira

Real-Time Tool for Human Gait Detection from LowerTrunk Acceleration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9Helena R. Gonçalves, Rui Moreira, Ana Rodrigues, Graça Minas,Luís Paulo Reis, and Cristina P. Santos

Protein Attributes-Based Predictive Tool in a Down SyndromeMouse Model: A Machine Learning Approach . . . . . . . . . . . . . . . . . . . 19Cláudia Ribeiro-Machado, Sara Costa Silva, Sara Aguiar,and Brígida Mónica Faria

Artificial Intelligence in Fashion Industry

Enhancing Apparel Data Based on Fashion Theoryfor Developing a Novel Apparel Style Recommendation System . . . . . . 31Congying Guan, Shengfeng Qin, Wessie Ling, and Yang Long

Non-personalized Fashion Outfit Recommendations . . . . . . . . . . . . . . . . 41Anna Iliukovich-Strakovskaia, Victoria Tsvetkova, Emeli Dral,and Alexey Dral

System for Deduplication of Machine Generated Designsfrom Fashion Catalog . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53Rajdeep H. Banerjee, Anoop K. Rajagopal, Vikram Garg,and Sumit Borar

Color Naming for Multi-color Fashion Items . . . . . . . . . . . . . . . . . . . . . 64Vacit Oguz Yazici, Joost van de Weijer, and Arnau Ramisa

xxv

Study on Machine Learning Algorithms to AutomaticallyIdentifying Body Type for Clothing Model Recommendation . . . . . . . . 74Evandro Costa, Emanuele Silva, Hemilis Rocha, Artur Maia,and Thales Vieira

Emerging Trends and Challenges in Business Process Management

How Do BPM Maturity and Innovation Relatein Large Companies? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87Veronika Widmann, Benny M. E. de Waal,and Pascal Ravesteyn

Multilingual Low-Resourced Prototype Systemfor Voice-Controlled Intelligent Building Applications . . . . . . . . . . . . . . 97Alexandru Caranica, Lucian Georgescu, Alexandru Vulpe,and Horia Cucu

SCL-Based Analysis for 4G-Compliant Systemin Indoor/Pedestrian Environments . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108Ioana M. Marcu and Ionuț Pirnog

Tenable Smart Building Security Flow ArchitectureUsing Open Source Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118Alexandru Caranica, Alexandru Vulpe, and Octavian Fratu

Face Detection in Internet of Things Using BlackfinMicrocomputers Family . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128Sorin Zoican, Marius Vochin, Roxana Zoican, and Dan Galațchi

Intelligent Low-Power Displaying and Alerting Infrastructurefor Smart Buildings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 136Laurentiu Boicescu, Marius Vochin, Alexandru Vulpe,and George Suciu

Sensors Fusion Approach Using UAVs and Body Sensors . . . . . . . . . . . 146George Suciu, Andrei Scheianu, Cristina Mihaela Bălăceanu,Ioana Petre, Mihaela Dragu, Marius Vochin, and Alexandru Vulpe

Cyber-Attacks – The Impact Over Airports Securityand Prevention Modalities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 154George Suciu, Andrei Scheianu, Alexandru Vulpe, Ioana Petre,and Victor Suciu

Healthcare Information Systems Interoperability,Security and Efficiency

Forecast in the Pharmaceutical Area – StatisticModels vs Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165Raquel Ferreira, Martinho Braga, and Victor Alves

xxvi Contents

Data Science Analysis of HealthCare Complaints . . . . . . . . . . . . . . . . . . 176Carlos Correia, Filipe Portela, Manuel Filipe Santos,and Álvaro Silva

An Overview of Big Data Architectures in Healthcare . . . . . . . . . . . . . . 186Hugo Torres, Filipe Portela, and Manuel Filipe Santos

Mobile Collaborative Augmented Reality and BusinessIntelligence: A System to Support Elderly People’s Self-care . . . . . . . . . 195Marisa Esteves, Filipe Miranda, José Machado,and António Abelha

New Approach to an openEHR Introductionin a Portuguese Healthcare Facility . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205Daniela Oliveira, Ana Coimbra, Filipe Miranda, Nuno Abreu,Pedro Leuschner, José Machado, and António Abelha

Intelligent and Collaborative Decision Support Systemsfor Improving Manufacturing Processes

Computer Aided Data Acquisition and Analysisfor Value Stream Mapping . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215Krzysztof Żywicki, Adam Hamrol, and Paulina Rewers

An Approach to Buffer Allocation, in Parallel-SerialManufacturing Systems Using the Simulation Method . . . . . . . . . . . . . . 225Slawomir Kłos and Justyna Patalas-Maliszewska

A Text Mining Based Supervised Learning Algorithmfor Classification of Manufacturing Suppliers . . . . . . . . . . . . . . . . . . . . 236V. K. Manupati, M. D. Akhtar, M. L. R. Varela,G. D. Putnik, J. Trojanowska, and J. Machado

Production Scheduling with Quantitative and QualitativeSelection of Human Resources . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245Krzysztof Kalinowski and Barbara Balon

Automatic Assist in Estimating the Production Capacityof Final Machining for Cast Iron Machine Parts . . . . . . . . . . . . . . . . . . 254Robert Sika, Michał Rogalewicz, Justyna Trojanowska,Łukasz Gmyrek, Przemysław Rauchut, Tomasz Kasprzyk,Maria L. R. Varela, and Jose Machado

Virtual Reality System for Learning and Selectionof Quality Management Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 264Beata Starzyńska, Filip Górski, and Paweł Buń

Contents xxvii

Decision Support on Product Using EnvironmentalAttributes Implemented in PLM System . . . . . . . . . . . . . . . . . . . . . . . . 275Jacek Diakun, Ewa Dostatni, and Maciej Talarczyk

New Pedagogical Approaches with Technologies

Bipolar Laddering Assessments Applied to UrbanAcoustics Education . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287Josep Llorca, Héctor Zapata, Ernesto Redondo,Jesús Alba, and David Fonseca

Identification of Significant Variables for the Parameterizationof Structures Learning in Architecture Students . . . . . . . . . . . . . . . . . . 298Carles Campanyà, David Fonseca, Núria Martí, Enric Peña,Alvaro Ferrer, and Josep Llorca

Analysis of Different Approaches of Elementary SchoolStudents to Working with Personal Learning Environment . . . . . . . . . . 307Tomas Javorcik

Pervasive Information Systems

Advanced Open IoT Platform for Prevention and EarlyDetection of Forest Fires . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319Ivelin Andreev

On Green Scheduling for Desktop Grids . . . . . . . . . . . . . . . . . . . . . . . . 330Thanasis Loukopoulos, Maria G. Koziri, Kostas Kolomvatsos,and Panagiotis Oikonomou

Towards a Pervasive Intelligent System on Football Scouting -A Data Mining Study Case . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 341Tiago Vilela, Filipe Portela, and Manuel Filipe Santos

Step Towards a Pervasive Data System for IntensiveCare Medicine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 352Paulo Gonçalves, Filipe Portela, Manuel Filipe Santos,José Machado, António Abelha, and Fernando Rua

Analysis of the Water Quality of the Monjas River:Monitoring and Control System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 363Marcelo León, Maritza Ruiz, Teresa Guarda, Robert Montalvan,León Arguello, and Ana Tapia

Pervasive Smart Destinations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 375Teresa Guarda, Lidice Haz, Maria Fernanda Augusto,and José Avelino Vitor

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Technologies in the Workplace - Use and Impact on Workers

Social Media Use in the Workspace: Applying an Extensionof the Technology Acceptance Model Across Multiple Countries . . . . . . 385Samuel Fosso Wamba

Leadership, Autonomy and Innovationon a High-Tech Organization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 393Ana Veloso and Ana Rita Silva

Performance Appraisal of Higher Education Teachers’in Information Systems and Technology: Models,Practices and Effects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399Ana T. Ferreira-Oliveira, Sandra Fernandes,and Joana Santos

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405

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