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Rafael Valencia-García · Katty Lagos-OrtizGema Alcaraz-Mármol · Javier del CioppoNestor Vera-Lucio (Eds.)

Second International Conference, CITI 2016Guayaquil, Ecuador, November 23–25, 2016Proceedings

Technologiesand Innovation

Communications in Computer and Information Science 658

Communicationsin Computer and Information Science 658

Commenced Publication in 2007Founding and Former Series Editors:Alfredo Cuzzocrea, Dominik Ślęzak, and Xiaokang Yang

Editorial Board

Simone Diniz Junqueira BarbosaPontifical Catholic University of Rio de Janeiro (PUC-Rio),Rio de Janeiro, Brazil

Phoebe ChenLa Trobe University, Melbourne, Australia

Xiaoyong DuRenmin University of China, Beijing, China

Joaquim FilipePolytechnic Institute of Setúbal, Setúbal, Portugal

Orhun KaraTÜBİTAK BİLGEM and Middle East Technical University, Ankara, Turkey

Igor KotenkoSt. Petersburg Institute for Informatics and Automation of the RussianAcademy of Sciences, St. Petersburg, Russia

Ting LiuHarbin Institute of Technology (HIT), Harbin, China

Krishna M. SivalingamIndian Institute of Technology Madras, Chennai, India

Takashi WashioOsaka University, Osaka, Japan

More information about this series at http://www.springer.com/series/7899

Rafael Valencia-García • Katty Lagos-OrtizGema Alcaraz-Mármol • Javier del CioppoNestor Vera-Lucio (Eds.)

Technologiesand InnovationSecond International Conference, CITI 2016Guayaquil, Ecuador, November 23–25, 2016Proceedings

123

EditorsRafael Valencia-GarcíaUniversidad de MurciaMurciaSpain

Katty Lagos-OrtizUniversidad Agraria del EcuadorGuayaquilEcuador

Gema Alcaraz-MármolUniversidad de Castilla-La ManchaToledoSpain

Javier del CioppoUniversidad Agraria del EcuadorGuayaquilEcuador

Nestor Vera-LucioUniversidad Agraria del EcuadorGuayaquilEcuador

ISSN 1865-0929 ISSN 1865-0937 (electronic)Communications in Computer and Information ScienceISBN 978-3-319-48023-7 ISBN 978-3-319-48024-4 (eBook)DOI 10.1007/978-3-319-48024-4

Library of Congress Control Number: 2016954941

© Springer International Publishing AG 2016This 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.

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Preface

The Second International Conference on Technologies and Innovation (CITI 2016) washeld during November 23–25 2016, in Guayaquil, Ecuador. The CITI series of con-ferences aims to provide an international framework and meeting point for profes-sionals who are mainly devoted to research, development, innovation, and universityteaching in the field of computer science and technology applied to any important fieldof innovation. CITI 2016 was organized as a knowledge-exchange conference con-sisting of several contributions about current innovative technology. These proposalsdeal with the most important aspects and future prospects from an academic, innova-tive, and scientific perspective. The goal of the conference was the feasibility ofinvestigating advanced and innovative methods and techniques and their application indifferent domains in the field of computer science and information systems that rep-resent innovation in current society.

We would like to express our gratitude to all the authors who submitted papers toCITI 2016, and our congratulations to those whose papers were accepted. There were 65submissions this year. Each submission was reviewed by at least three Program Com-mittee (PC) members. Only the papers with an average score of ≥ 1.0 were consideredfor final inclusion, and almost all accepted papers had positive reviews or at least onereview with a score of 2 (accept) or higher. Finally, the PC decided to accept 21 fullpapers.

We would also like to thank the PC members, who agreed to review the manuscriptsin a timely manner and provided valuable feedback to the authors.

November 2016 Rafael Valencia-GarcíaKatty Lagos-Ortiz

Gema Alcaraz-MármolJavier del CioppoNestor Vera-Lucio

Organization

Honorary Committee

Martha Bucaram Leverone Universidad Agraria del Ecuador, EcuadorJavier del Cioppo, Msc Universidad Agraria del Ecuador, EcuadorNestor Vera Lucio, Msc Universidad Agraria del Ecuador, EcuadorMitchell Vásquez Bermúdez Universidad Agraria del Ecuador, Ecuador

Organizing Committee

Rafael Valencia-García Universidad de Murcia, SpainKatty Lagos-Ortiz Universidad Agraria del Ecuador, EcuadorGema Alcaraz-Mármol Universidad de Castilla-La Mancha, SpainJavier del Cioppo Universidad Agraria del Ecuador, EcuadorNestor Vera Lucio Universidad Agraria del Ecuador, Ecuador

Program Committee

Claudia Victoria IsazaNarvaez

Universidad de Antioquia, Colombia

AlejandroRodríguez-González

Universidad Politécnica de Madrid, Spain

Carlos Cruz-Corona Universidad de Granada, SpainDagoberto

Catellanos-NievesUniversidad de la Laguna, Spain

Juan Miguel Gómez-Berbís Universidad Carlos III de Madrid, SpainJesualdo Tomás

Fernández-BreisUniversidad de Murcia, Spain

Francisco García-Sánchez Universidad de Murcia, SpainAntonio Ruiz-Martínez Universidad de Murcia, SpainMaria Pilar Salas-Zárate Universidad de Murcia, SpainMario Andrés

Paredes-ValverdeUniversidad de Murcia, Spain

Luis OmarColombo-Mendoza

Universidad de Murcia, Spain

AlejandroRodríguez-González

Universidad Politécnica de Madrid, Spain

Katty Lagos-Ortiz Universidad Agraria del Ecuador, EcuadorJosé Medina-Moreira Universidad de Guayaquil, EcuadorMitchel Vasquez Universidad Agraria del Ecuador, EcuadorJorge Hidalgo Universidad Agraria del Ecuador, Ecuador

Vanessa Vergara Universidad Agraria del Ecuador, EcuadorRocio Cuiña Universidad Agraria del Ecuador, EcuadorIleana Herrera Universidad Agraria del Ecuador, EcuadorMuhammad Fahim Istanbul Sabahattin Zaim University, TurkeyJosé María

Álvarez-RodríguezUniversidad Carlos III de Madrid, Spain

Pavel Novoa-Hernández Universidad Técnica Estatal de Quevedo, EcuadorThomas Moser St. Pölten University of Applied Sciences, AustriaLisbeth Rodriguez Mazahua Instituto Tecnologico de Orizaba, MexicoRaquel Vasquez Ramirez Instituto Tecnologico de Orizaba, MexicoJose Luis Sanchez

CervantesInstituto Tecnologico de Orizaba, Mexico

Cristian Aaron RodriguezEnriquez

Instituto Tecnologico de Orizaba, Mexico

Viviana Yarel RosalesMorales

Instituto Tecnologico de Orizaba, Mexico

Humberto Marin Vega Instituto Tecnologico de Orizaba, MexicoSilvana Vanesa Aciar National University of San Juan, ArgentinaMaría Teresa

Martín-ValdiviaUniversidad de Jaén, Spain

Miguel A.García-Cumbreras

Universidad de Jaén, Spain

Begoña Moros Universidad de Murcia, SpainSalud M. Jiménez Zafra Universidad de Jaén, SpainArturo Montejo-Raez Universidad de Jaén, SpainJosé Javier Samper-Zapater Universidad de Valencia, SpainA.M. Abirami Thiagarajar College of Engineering, Madurai, IndiaElena Lloret Universidad de Alicante, SpainAnatoly Gladun V.M. Glushkov of National Academy Science, UkraineYoan Gutiérrez Universidad de Alicante, SpainMiguel A. Mayer Universidad Pompeu Fabra, SpainGandhi Hernandez Universidad Tecnológica Metropolitana, MexicoManuel Sánchez-Rubio Universidad Internacional de la Rioja, SpainMario Barcelo-Valenzuela Universidad de Sonora, MexicoAlonso Perez-Soltero Universidad de Sonora, MexicoGerardo Sanchez-Schmitz Universidad de Sonora, MexicoMahmoud Al-Ayyoub Jordan University of Science and Technology, JordanFrancisco García-Peñalvo Universidad de Salamanca, SpainRubén González Universidad Internacional de la Rioja, SpainJosé Luis

Hernández-HernándezUniversidad Autónoma de Guerrero, Mexico

Marca Bayas San Pedro Vinnitsa National Technical University, UkraineRonald Rovira Jurado Vinnitsa National Technical University, UkraineMartin Lukac Nazarbayev University, KazakhstanManuel Campos Universidad de Murcia, SpainJose M. Juarez Universidad de Murcia, Spain

VIII Organization

Mario HernándezHernández

Universidad Autónoma de Guerrero, Mexico

Guido Sciavicco University of Ferrara, Italy

Local Organizing Committee

Andrea Sinche Guzmán Universidad Agraria del Ecuador, EcuadorMaritza Aguirre Munizaga Universidad Agraria del Ecuador, EcuadorCarlota Delgado Vera Universidad Agraria del Ecuador, EcuadorEvelyn Solís Avilés Universidad Agraria del Ecuador, EcuadorLaura Ponce Ortega Universidad Agraria del Ecuador, EcuadorWilliam Bazán Vera Universidad Agraria del Ecuador, EcuadorAna María Herrera Espinoza Universidad Agraria del Ecuador, EcuadorVanessa Vergara Lozano Universidad Agraria del Ecuador, EcuadorKarina Real Avilés Universidad Agraria del Ecuador, EcuadorRaquel Gómez Universidad Agraria del Ecuador, EcuadorElke Yerovi Ricaurte Universidad Agraria del Ecuador, EcuadorMariuxi Tejada Castro Universidad Agraria del Ecuador, EcuadorWilson Molina Oleas Universidad Agraria del Ecuador, EcuadorMaría del Pilar Avilés Universidad Agraria del Ecuador, EcuadorJorge Hidalgo Larrea Universidad Agraria del Ecuador, EcuadorJosé Salavarria Universidad Agraria del Ecuador, Ecuador

Sponsoring Institutions

http://www.uagraria.edu.ec/

Organization IX

http://www.springer.com/series/7899

X Organization

Contents

Knowledge Representation and Natural Language Processing

A Knowledge-Based Platform for the Development of CriticalThinking Abilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3

Carlota Delgado-Vera, Maritza Aguirre-Munizaga, Evelyn Solis-Avíles,Andrea Sinche, and Néstor Vera-Lucio

Knowledge-Based Model for Curricular Design in Ecuadorian Universities. . . . 14Vanessa Vergara, Katty Lagos-Ortiz, Maritza Aguirre-Munizaga,Maria Aviles, José Medina-Moreira, Jorge Hidalgo,and Ana Muñoz-García

IXHEALTH: A Multilingual Platform for Advanced Speech Recognitionin Healthcare . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26

Pedro José Vivancos-Vicente, Juan Salvador Castejón-Garrido,Mario Andrés Paredes-Valverde, María del Pilar Salas-Zárate,and Rafael Valencia-García

The Extended Hierarchical Linguistic Model in Fuzzy Cognitive Maps . . . . . 39Maikel Leyva-Vázquez, Eduardo Santos-Baquerizo,Miriam Peña-González, Lorenzo Cevallos-Torres,and Alfonso Guijarro-Rodríguez

Ontological Model of Knowledge Management for Research andInnovation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51

Ana Muñoz-García, Katty Lagos-Ortiz, Vanessa Vergara-Lozano,José Salavarria-Melo, Karina Real-Aviles, and Néstor Vera-Lucio

Sentiment Analysis and Trend Detection in Twitter . . . . . . . . . . . . . . . . . . . 63María del Pilar Salas-Zárate, José Medina-Moreira,Paul Javier Álvarez-Sagubay, Katty Lagos-Ortiz,Mario Andrés Paredes-Valverde, and Rafael Valencia-García

Cloud and Mobile Computing

Usage of Diabetes Self-management Mobile Technology: Optionsfor Ecuador . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79

Jose Medina-Moreira, Katty Lagos-Ortiz, Harry Luna-Aveiga,Ruth Paredes, and Rafael Valencia-García

A Cloud Computing Based Framework for Storage and Processingof Meteorological Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90

Maritza Aguirre-Munizaga, Raquel Gomez, María Aviles,Mitchell Vasquez, and G. Cristina Recalde-Coronel

An M-Learning Open-Source Tool Comparation for Easy Creationof Educational Apps . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102

Antonio Ortega-García, Antonio Ruiz-Martínez,and Rafael Valencia-García

Study of Use, Privacy and Dependence on Social Networks by Studentsin the Ecuadorian Universities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114

Marcos Antonio Espinoza-Mina and Patricia Leonor Suárez-Riofrío

Software Engineering

Analysis of Risk Factors of ERP (Enterprise Resource Planning) SystemsInformation Technologies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 131

William Bazán, Teresa Samaniego, Abel Alarcón, and Ana Rodríguez

Analyzing HTML5-Based Frameworks for Developing Educationaland Serious Games . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143

Humberto Marín-Vega, Giner Alor-Hernandez,Ramón Zatarain-Cabada, and M. Lucía Barrón-Estrada

A Dynamic Recognition Approach of Emotional States for Car Drivers . . . . . 155Jose Aguilar, Danilo Chavez, and Jorge Cordero

Towards Supporting International Standard-Based Software EngineeringApproaches Using Semantic Web Technologies: A SystematicLiterature Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 169

Ricardo Colomo-Palacios, Luis Omar Colombo-Mendoza,and Rafael Valencia-García

Expert Systems and Soft Computing

Autonomous Cycle of Data Analysis Tasks for Learning Processes . . . . . . . . 187Jose Aguilar, Omar Buendia, Karla Moreno, and Diego Mosquera

The Present World of the Expert System and its Competitive Contributionin Medicine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203

William Bazán, Valeria Bazán, Abel Alarcón, Teresa Samaniego,Oscar Bermeo, and Ana Rodríguez

A General Framework for Learning Analytic in a Smart Classroom. . . . . . . . 214Jose Aguilar, Priscila Valdiviezo, Jorge Cordero, Guido Riofrio,and Eduardo Encalada

XII Contents

Platform for Project Evaluation Based on Soft-Computing Techniques. . . . . . 226Gilberto Fernando Castro, Iliana Pérez, Pedro Piñero, Surayne Torres,Mitchell Vásquez, Jorge Hidalgo, and Néstor Vera-Lucio

MiSCi: Autonomic Reflective Middleware for Smart Cities . . . . . . . . . . . . . 241Jose Aguilar, Marxjhony Jerez, Maribel Mendonca,and Manuel Sánchez

Designing Assistive Technologies for Children with Disabilities:A Case Study of a Family Living with a Daughterwith Intellectual Disability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 254

Janio Jadán-Guerrero, Ileana Altamirano, Hugo Arias,and Johann Jadán

ADL-MOOC: Adaptive Learning Through Big Data Analyticsand Data Mining Algorithms for MOOCs . . . . . . . . . . . . . . . . . . . . . . . . . 269

Juan Miguel Gómez-Berbís and Ángel Lagares-Lemos

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 281

Contents XIII