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Advances in Intelligent Systems and Computing
Volume 884
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Polande-mail: [email protected]
The series “Advances in Intelligent Systems and Computing” contains publications on theory,applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually alldisciplines such as engineering, natural sciences, computer and information science, ICT, economics,business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all theareas of modern intelligent systems and computing such as: computational intelligence, soft computingincluding neural networks, fuzzy systems, evolutionary computing and the fusion of these paradigms,social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds andsociety, cognitive science and systems, Perception and Vision, DNA and immune based systems,self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centriccomputing, recommender systems, intelligent control, robotics and mechatronics includinghuman-machine teaming, knowledge-based paradigms, learning paradigms, machine ethics, intelligentdata analysis, knowledge management, intelligent agents, intelligent decision making and support,intelligent network security, trustmanagement, interactive entertainment,Web intelligence andmultimedia.
The publications within “Advances in Intelligent Systems and Computing” are primarily proceedingsof important conferences, symposia and congresses. They cover significant recent developments in thefield, both of a foundational and applicable character. An important characteristic feature of the series isthe short publication time and world-wide distribution. This permits a rapid and broad dissemination ofresearch results.
Advisory Board
Chairman
Nikhil R. Pal, Indian Statistical Institute, Kolkata, Indiae-mail: [email protected]
Members
Rafael Bello Perez, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cubae-mail: [email protected]
Emilio S. Corchado, University of Salamanca, Salamanca, Spaine-mail: [email protected]
Hani Hagras, University of Essex, Colchester, UKe-mail: [email protected]
László T. Kóczy, Széchenyi István University, Győr, Hungarye-mail: [email protected]
Vladik Kreinovich, University of Texas at El Paso, El Paso, USAe-mail: [email protected]
Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwane-mail: [email protected]
Jie Lu, University of Technology, Sydney, Australiae-mail: [email protected]
Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexicoe-mail: [email protected]
Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazile-mail: [email protected]
Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Polande-mail: [email protected]
Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Konge-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Miguel Botto-Tobar • Lida Barba-MaggiJavier González-Huerta • Patricio Villacrés-CevallosOmar S. Gómez • María I. Uvidia-FasslerEditors
Informationand CommunicationTechnologies of Ecuador(TIC.EC)
123
EditorsMiguel Botto-TobarDepartment of Mathematics and Computer
ScienceEindhoven University of TechnologyEindhoven, Noord-Brabant, The Netherlands
Lida Barba-MaggiFacultad de IngenieríaUniversidad Nacional de ChimborazoRiobamba, Ecuador
Javier González-HuertaDepartment of Software EngineeringBlekinge Tekniska HögskolaKarlskrona, Blekinge Län, Sweden
Patricio Villacrés-CevallosFacultad de IngenieríaUniversidad Nacional de ChimborazoRiobamba, Ecuador
Omar S. GómezEscuela Superior Politécnica de ChimborazoRiobamba, Ecuador
María I. Uvidia-FasslerFacultad de IngenieríaUniversidad Nacional de ChimborazoRiobamba, Ecuador
ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-3-030-02827-5 ISBN 978-3-030-02828-2 (eBook)https://doi.org/10.1007/978-3-030-02828-2
Library of Congress Control Number: 2018958314
© Springer Nature Switzerland AG 2019This 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.
This Springer imprint is published by the registered company Springer Nature Switzerland AGThe registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
The sixth conference on Information and Communication Technologies “TIC-EC”was held in Riobamba—Ecuador from November 21 until 23, 2018. This academicevent is considered as one of the most important conferences about ICT in Ecuador,as it brings scholars and practitioners from the country and abroad to discuss thedevelopment, issues, and projections of the use of information and communicationtechnologies in multiples fields of application. In 2018, the “TIC-EC” conferencewas organized by Universidad Nacional del Chimborazo (Unach) and itsEngineering School, and the Ecuadorian Corporation for the Development ofResearch and Academia (CEDIA). The content of this volume is related to thefollowing subjects:
• Communication Networks• Software Engineering• Computer Sciences• Architecture• Intelligent Territory Management• IT Management• Web Technologies• Engineering, Industry, and Construction with ICT Support• Entrepreneurship and Innovation at the Academy: a business perspective
In its 2018 edition, the TIC-EC conference received 87 submissions in Englishfrom 234 authors coming from nine different countries. All these papers werepeer-reviewed by the TIC-EC 2018 Program Committee consisting of 50high-quality researchers coming from 12 different countries. To assure ahigh-quality and thoughtful review process, we assigned each paper at least threereviewers. Based on the results of the peer reviews, 27 full papers were accepted,resulting in a 31% acceptance rate, which was within our goal of less than 40%.
v
We would like to express our sincere gratitude to the invited speakers for theirinspirational talks, to the authors for submitting their work to this conference, andthe reviewers for sharing their experience during the selection process.
November 2018 Miguel Botto-TobarLida Barba-Maggi
Javier González-HuertaPatricio Villacrés-Cevallos
Omar S. GómezMaría I. Uvidia-Fassler
vi Preface
Organization
Honorary Committee
Nicolay Samaniego Erazo
Presidente de CEDIA/Rector Unach
Juan Pablo Carvallo Vega
Director Ejecutivo CEDIA
Patricio Villacrés-Cevallos
Decano Facultad de Ingeniería, Unach
Organizing Committee
Lida Barba-Maggi, UnachCiro Radicelli García, UnachMaría Isabel Uvidia, UnachGabriela Jimena Dumancela Nina, UnachGalia Rivas Toral, CEDIAAndrea Daniela Morales Rodríguez, CEDIAXimena Lazo Álvarez, CEDIA
vii
Program Committee
Miguel Botto-Tobar Eindhoven University of Technology,The Netherlands
Angela Díaz Cadena Universitat de Valencia, SpainAndrés Robles Edinburgh Napier University, UKAndrés José Cueva Costales Yachay EP, EcuadorYan Pacheco Universidad de las Américas, EcuadorFadloun Samiha University of Montpellier, FranceGuillermo Pizarro Universidad Politécnica Salesiana, EcuadorOrlando Erazo Universidad Técnica Estatal de Quevedo,
EcuadorMaría L. Montoya Freire Aalto University, FinlandErick Cuenca University of Montpellier, FranceDavid Rivera Espín Interamerican Center of Tax Administrations,
PanamáYuliana Jimenez Universidad Técnica Particular de Loja, EcuadorJuan Fernando Balarezo
SerranoRadical Alternativas de Avanzada, Ecuador
Luis Felipe Urquiza Aguiar Escuela Politécnica Nacional, EcuadorGustavo Andrade-Miranda Universidad de Guayaquil, EcuadorWayner Xavier Bustamante
GrandaUniversidad Internacional del Ecuador, Ecuador
Janneth Chicaíza Universidad Técnica Particular de Loja, EcuadorDiego Vallejo-Huanga Universidad Politécnica Salesiana, EcuadorDanilo Jaramillo Hurtado Universidad Técnica Particular de Loja, EcuadorPablo Palacios Játiva Universidad de las Américas, EcuadorMarlon Navia Mendoza ESPAM-MFL, EcuadorPablo Saa Universidad Tecnológica Equinoccial, EcuadorJeffery Alex Naranjo Cedeño Universidad Politécnica Estatal del Carchi,
EcuadorJefferson Ribadeneira Ramírez Escuela Superior Politécnica de Chimborazo
(ESPOCH), EcuadorJulio Proaño Universidad Politécnica Salesiana, EcuadorMaikel Leyva Vázquez Universidad de Guayaquil, EcuadorAlex Cazañas Universidad de Coimbra, PortugalJaime Jarrín AndeanTrade, EcuadorWashington Velásquez Universidad Politécnica de Madrid, SpainMarco Fabricio Falconi
NoriegaCorporación Nacional de Telecomunicaciones,
EcuadorJosé Luis Carrera Villacrés University of Bern, SwitzerlandGermania Rodríguez Morales Universidad Técnica Particular de Loja, EcuadorPatricia Ludeña González Universidad Técnica Particular de Loja, EcuadorMarcia M. Bayas Sampedro Universidad Estatal Península de Santa Elena,
Ecuador
viii Organization
Israel Pineda Universidad Metropolitana del Ecuador, EcuadorTania Jhomara Palacios
CrespoUniversidad Católica de Cuenca, Cuenca
Jaime Meza University of Fribug, SwitzerlandMaría Fernanda Granda Universidad de Cuenca, EcuadorOtto Parra González Universidad de Cuenca, EcuadorJacqueline N. Mejía Luna Escuela Superior Politécnica del Litoral, EcuadorMiguel Zúñiga Prieto Universidad de Cuenca, EcuadorAngel Cuenca-Ortega Universitat Politécnica de Valencia, SpainYuliana Jiménez Gaona Università de Bologna, ItalyLuis Urquiza Aguiar Escuela Politécnina Nacional, EcuadorJohanna Ortega Universidad de las Américas, EcuadorCristhy Jiménez Granizo Pontificia Universidad Católica de Valparaiso,
Chile/Universidad Nacional del Chimborazo,Ecuador
Germania Rodríguez Universidad Técnica Particular de Loja, EcuadorPablo Torres-Carrión Universidad Técnica Particular de Loja, Ecuador
Sponsoring Institutions
Universidad Nacional del Chimborazohttp://www.unach.edu.ec/
CEDIAhttps://www.cedia.edu.ec/es/
Organization ix
Contents
Communication Networks
Millimeter-Wave Channel Estimation Using Coalitional Game . . . . . . . 3Pablo Palacios, José Julio Freire, and Milton Román-Cañizáres
Resource Allocation in WDM vs. Flex-Grid Networks:Use Case in CEDIA Optical Backbone Network . . . . . . . . . . . . . . . . . . 18Rubén Rumipamba-Zambrano, Luis Vargas, Claudio Chacón,Flavio Rodríguez, and Juan Pablo Carvallo
NFC-Based Payment System Using Smartphonesfor Public Transport Service . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34Diego Veloz-Cherrez and Jaime Suárez
An Open Source Synchronous and Asynchronous Approachfor Database Replication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45Marcos Orellana Cordero, Gerardo Orellana Cordero,and Esteban Crespo Martinez
Forensics Analysis on Mobile Devices:A Systematic Mapping Study . . . 57Jessica Camacho, Karina Campos, Priscila Cedillo, Bryan Coronel,and Alexandra Bermeo
Software Engineering
Analytic Hierarchy Process of Selection in Version Control Systems:Applied to Software Development . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75Javier Vargas, Franklin Mayorga, David Guevara, and Edison Álvarez
Reliability and Validity of Postural Evaluations with Kinect v2 SensorErgonomic Evaluation System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 86Christian Mariño, Rafael Santana, Javier Vargas, Luis Morales,and Lorena Cisneros
xi
Improving the Design of Virtual Learning Environmentsfrom a Usability Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100Germania Rodriguez Morales, Pablo Torres-Carrion, Jennifer Pérez,and Luis Peñafiel
The Digital Preservation in Chimborazo: A Pending Responsibility . . . . 116Fernando Molina-Granja
Offensive Security: Ethical Hacking Methodology on the Web . . . . . . . . 127Fabián Cuzme-Rodríguez, Marcelo León-Gudiño, Luis Suárez-Zambrano,and Mauricio Domínguez-Limaico
Identification of Skills for the Formation of Agile High PerformanceTeams: A Systematic Mapping . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141Héctor Cornide-Reyes, Servando Campillay, Andrés Alfaro,and Rodolfo Villarroel
Computer Sciences
A Text Mining Approach to Discover Real-Time Transit Eventsfrom Twitter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155Belén Arias Zhañay, Gerardo Orellana Cordero, Marcos Orellana Cordero,and María-Inés Acosta Urigüen
Automatic Microstructural Classification with ConvolutionalNeural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 170Guachi Lorena, Guachi Robinson, Perri Stefania, Corsonello Pasquale,Bini Fabiano, and Marinozzi Franco
Clustering Algorithm Optimization Applied to MetagenomicsUsing Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 182Julián Vanegas and Isis Bonet
Intelligent System of Squat Analysis Exercise to PreventBack Injuries . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193Paul D. Rosero-Montalvo, Anderson Dibujes, Carlos Vásquez-Ayala,Ana Umaquinga-Criollo, Jaime R. Michilena, Luis Suaréz, Stefany Flores,and Daniel Jaramillo
Architecture
Multifunctional Exoskeletal Orthosis for Hand RehabilitationBased on Virtual Reality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209Patricio D. Cartagena, José E. Naranjo, Lenin F. Saltos, Carlos A. Garcia,and Marcelo V. Garcia
xii Contents
Intelligent Territory Management
Subregion Districting to Optimize the Municipal Solid WasteCollection Network: A Case Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225Israel D. Herrera-Granda, Juan C. León-Jácome,Leandro L. Lorente-Leyva, Fausto Lucano-Chávez,Yakcleem Montero-Santos, Winston G. Oviedo-Pantoja,and Christian S. Díaz-Cajas
IT Management
Importance of ICT’s Use in Business Management and ItsContribution to the Improvement of University Processes . . . . . . . . . . . 241Johanna Rosalí Reyes Reinoso and Deisy Carolina Castillo Castillo
ICT and Business Inclusion in the Southern Communities of the Cityof Bogotá – Colombia . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253Camilo José Peña Lapeira and Cliden Amanda Pereira Bolaños
Edition, Publication and Visualization of GeoservicesUsing Open-Source Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 266Pablo Landeta, Jorge Vásquez, Xavier Rea, and Iván García-Santillán
Web Technologies
LOD-GF: An Integral Linked Open Data Generation Framework . . . . 283Víctor Saquicela, José Segarra, José Ortiz, Andrés Tello,Mauricio Espinoza, Lucía Lupercio, and Boris Villazón-Terrazas
Semantic Architecture for the Extraction, Storage, Processingand Visualization of Internet Sources Through the Use of Scrapyand Crawler Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 301Ramiro Leonardo Ramírez-Coronel, Ana Cristina Cárdenas,María-Belén Mora-Arciniegas, and Gladys-Alicia Tenesaca-Luna
Use of Apache Flume in the Big Data Environment for Processingand Evaluation of the Data Quality of the Twitter Social Network . . . . 314Gladys-Alicia Tenesaca-Luna, Diego Imba, María-Belén Mora-Arciniegas,Verónica Segarra-Faggioni, and Ramiro Leonardo Ramírez-Coronel
ICT in Education
Sophomore Students’ Acceptance of Social Media for ManagingGeoreferenced Data in a Socially-Enhanced CollaborativeLearning Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 329Erika Lozada-Martínez, Félix Fernández-Peña, and Pilar Urrutia-Urrutia
Contents xiii
Engineering, Industry, and Construction with ICT Support
Random Sub-sampling Cross Validation for Empirical CorrelationBetween Heart Rate Variability, Biochemicaland Anthropometrics Parameters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347Erika Severeyn, Jesús Velásquez, Héctor Herrera, and Sara Wong
Robotic Arm Manipulation Under IEC 61499 and ROS-basedCompatible Control Scheme . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 358Carlos A. Garcia, Gustavo Salinas, Victor M. Perez, Franklin Salazar L.,and Marcelo V. Garcia
EDA and a Tailored Data Imputation Algorithm for DailyOzone Concentrations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 372Ronald Gualán, Víctor Saquicela, and Long Tran-Thanh
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 387
xiv Contents
