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Rafael Valencia-García · Katty Lagos-Ortiz Gema Alcaraz-Mármol · Javier Del CioppoNéstor Vera-Lucio · Martha Bucaram-Leverone (Eds.)

Third International Conference, CITI 2017Guayaquil, Ecuador, October 24–27, 2017Proceedings

Technologies and Innovation

Communications in Computer and Information Science 749

Communicationsin Computer and Information Science 749

Commenced Publication in 2007Founding and Former Series Editors:Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, 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

Joaquim FilipePolytechnic Institute of Setúbal, Setúbal, Portugal

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

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

Takashi WashioOsaka University, Osaka, Japan

Junsong YuanNanyang Technological University, Singapore

Lizhu ZhouTsinghua University, Beijing, China

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

Rafael Valencia-García • Katty Lagos-OrtizGema Alcaraz-Mármol • Javier Del CioppoNéstor Vera-Lucio • Martha Bucaram-Leverone (Eds.)

Technologiesand InnovationThird International Conference, CITI 2017Guayaquil, Ecuador, October 24–27, 2017Proceedings

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

Néstor Vera-LucioUniversidad Agraria del EcuadorGuayaquilEcuador

Martha Bucaram-LeveroneUniversidad Agraria del EcuadorGuayaquilEcuador

ISSN 1865-0929 ISSN 1865-0937 (electronic)Communications in Computer and Information ScienceISBN 978-3-319-67282-3 ISBN 978-3-319-67283-0 (eBook)DOI 10.1007/978-3-319-67283-0

Library of Congress Control Number: 2017953422

© Springer International Publishing AG 2017This 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.

Printed on acid-free paper

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Preface

The Third International Conference on Technologies and Innovation (CITI 2017) washeld during October 24–27 2017, in Guayaquil, Ecuador. The CITI series of confer-ences aim to become an international framework and meeting point for professionalswho are mainly devoted to research, development, innovation and university teaching,within the area of computer science and technology applied to any important field ofinnovation. CITI 2017 was organized as a knowledge-exchange conference consistingof several contributions about current innovative technology. These proposals deal withthe most important aspects and future prospects from an academic, innovative, andscientific perspective. The goal of the conference was the feasibility of investigatingadvanced and innovative methods and techniques and their application in differentdomains in the field of computer science and information systems, which representsinnovation in current society.

We would like to express our gratitude to all the authors who submitted papers toCITI 2017, and our congratulations to those whose papers were accepted. There were68 submissions this year. Each submission was reviewed by at least three ProgramCommittee (PC) members. Only the papers with an average score of 1.0 or higher wereconsidered for final inclusion, and almost all accepted papers had positive reviews or atleast one review with a score of 2 (accept) or higher. Finally, the PC decided to accept24 full papers.

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.

October 2017 Rafael Valencia-GarcíaKatty Lagos-Ortiz

Gema Alcaraz-MármolJavier Del CioppoNéstor Vera-Lucio

Martha Bucaram-Leverone

Organization

Honorary Committee

Martha Bucaram Leverone Universidad Agraria del Ecuador, EcuadorJavier Del Cioppo Universidad Agraria del Ecuador, EcuadorNéstor Vera Lucio Universidad Agraria del Ecuador, EcuadorTeresa Samaniego Cobo 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, EcuadorNéstor Vera Lucio Universidad Agraria del Ecuador, EcuadorMartha Bucaram Leverone Universidad Agraria del Ecuador, Ecuador

Program Committee

Jacobo Bucaram Ortiz Universidad Agraria del EcuadorMartha Bucaram Leverone Universidad Agraria del EcuadorRafael Valencia-García Universidad de Murcia, SpainMiguel Ángel

Rodríguez-GarcíaKing Abdullah University of Science and

Technology, Saudi ArabiaEugenio Martínez-Cámara Technical University of Darmstadt, GermanyAntonio A. López-Lorca University of Melbourne, AustraliaJosé Antonio Miñarro-Giménez Medical University Graz, AustriaCatalina Martínez-Costa Medical University Graz, AustriaLucía Serrano-Luján Imperial College London, UKChunguo Wu Jillin University, ChinaGiner Alor-Hernández Instituto Tecnológico de Orizaba, MexicoJosé Luis Ochoa Universidad de Sonora, MexicoAna Muñoz Universidad de Los Andes, VenezuelaGema Alcaraz-Mármol Universidad de Castilla-La Mancha, SpainRicardo Coelho Silva Federal University of Ceará, BrazilFrancisco

M. Fernandez-PericheUniversidad Antonio Nariño, Colombia

Alejandro Rodríguez-González Universidad Politécnica de Madrid, SpainCarlos Cruz-Corona Universidad de Granada, SpainDagoberto Catellanos-Nieves Universidad de la Laguna, SpainJuan Miguel Gómez-Berbís Universidad Carlos III de Madrid, Spain

Jesualdo TomásFernández-Breis

Universidad 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-Valverde Universidad de Murcia, SpainLuis Omar Colombo-Mendoza Universidad de Murcia, SpainKatty Lagos-Ortiz Universidad Agraria del Ecuador, EcuadorJosé Medina-Moreira Universidad de Guayaquil, EcuadorCésar Morán Castro Universidad Agraria del Ecuador, EcuadorDedime Campos Quinto Universidad Agraria del Ecuador, EcuadorVanessa Vergara Universidad Agraria del Ecuador, EcuadorRocío Cuiña Universidad Agraria del Ecuador, EcuadorJosé María Álvarez-Rodríguez Universidad Carlos III de Madrid, SpainThomas Moser St. Pölten University of Applied Sciences, AustriaLisbeth Rodríguez Mazahua Instituto Tecnologico de Orizaba, MexicoJosé Luis Sánchez Cervantes Instituto Tecnologico de Orizaba, MexicoCristian Aaron Rodríguez

EnriquezInstituto Tecnologico de Orizaba, Mexico

Humberto Marín Vega Instituto Tecnologico de Orizaba, MexicoMaría Teresa Martín-Valdivia Universidad de Jaén, SpainMiguel A. García-Cumbreras Universidad de Jaén, SpainBegoña Moros Universidad de Murcia, SpainSalud M. Jiménez Zafra Universidad de Jaén, SpainArturo Montejo-Raez Universidad de Jaén, 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 Pérez-Soltero Universidad de Sonora, MexicoGerardo Sanchez-Schmitz Universidad de Sonora, MexicoJosé Luis

Hernández-HernándezUniversidad Autónoma de Guerrero, Mexico

Manuel Campos Universidad de Murcia, SpainJose M. Juarez Universidad de Murcia, SpainMario Hernández Universidad Autónoma de Guerrero, Mexico)Guido Sciavicco University of Ferrara, ItalyJosé Aguilar Universidad de Los Andes, VenezuelaÁngel García Pedrero Universidad Politécnica de Madrid, SpainMiguel Vargas-Lombardo Universidad Tecnologica de Panamá, PanamáDenis Cedeño Moreno Universidad Tecnologica de Panamá, Panamá

VIII Organization

Viviana Yarel Rosales Morales Instituto Tecnologico de Orizaba, MexicoJosé Javier Samper-Zapater Universidad de Valencia, SpainClaudia Victoria Isaza Narvaez Universidad de Antioquia, ColombiaRaquel Vasquez Ramirez Instituto Tecnologico de Orizaba, MexicoJanio Jadán Guerrero Universidad Indoamérica, EcuadorSeverino Feliciano Morales Universidad de Guerrero, Mexico

Local Organizing Committee

Andrea Sinche Guzmán Universidad Agraria del Ecuador, EcuadorMaritza Aguirre Munizaga Universidad Agraria del Ecuador, EcuadorVanessa Vergara Lozano Universidad Agraria del Ecuador, EcuadorKarina Real Avilés Universidad Agraria del Ecuador, EcuadorMayra Garzón Goya Universidad Agraria del Ecuador, EcuadorMaría del Pilar Avilés Universidad Agraria del Ecuador, EcuadorRaquel Gómez Chabla Universidad Agraria del Ecuador, EcuadorMariuxi Tejada Castro Universidad Agraria del Ecuador, EcuadorCarlota Delgado Vera Universidad Agraria del Ecuador, EcuadorElke Yerovi Ricaurte Universidad Agraria del Ecuador, EcuadorKaren Mite Baidal Universidad Agraria del Ecuador, EcuadorJorge Hidalgo Larrea Universidad Agraria del Ecuador, EcuadorWilliam Bazán Vera Universidad Agraria del Ecuador, EcuadorWilson Molina Oleas Universidad Agraria del Ecuador, EcuadorRoberto Cabezas Universidad Agraria del Ecuador, EcuadorTeresa Samaniego Cobo Universidad Agraria del Ecuador, Ecuador

Organization IX

Sponsoring Institutions

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

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

X Organization

Contents

Cloud and Mobile Computing

Migrating SOA Applications to Cloud: A Systematic Mapping Study . . . . . . 3Miguel Botto-Tobar, Richard Ramirez-Anormaliza,Lorenzo J. Cevallos-Torres, and Edwin Cevallos-Ayon

Analysis of Mobile Applications for Self-healthcare of Panamanian Patientswith Hepatitis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17

Denis Cedeño-Moreno, Miguel Vargas-Lombardo,María Pilar Salas-Zárate, Mario Andrés Paredes-Valverde,and Rafael Valencia-García

Intelligent Agents and Semantic Web Services: Friends or Foes? . . . . . . . . . 29Francisco García-Sánchez and Héctor Hiram Guedea-Noriega

Knowledge Based and Expert Systems

An Ontology-Based Decision Support System for the Managementof Home Gardens . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47

Vanessa Vergara-Lozano, José Medina-Moreira, Christian Rochina,Mayra Garzón-Goya, Andrea Sinche-Guzmán,and Martha Bucaram-Leverone

A Collaborative Filtering Based Recommender System for DiseaseSelf-management. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 60

José Medina-Moreira, Oscar Apolinario, Harry Luna-Aveiga,Katty Lagos-Ortiz, Mario Andrés Paredes-Valverde,and Rafael Valencia-García

Analysis of a Network Fault Detection Systemto Support Decision Making . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72

Mitchell Vásquez-Bermúdez, Jorge Hidalgo,María del Pilar Avilés-Vera, José Sánchez-Cercado,and Christian Roberto Antón-Cedeño

Knowledge-Based Expert System for Control of Corn Crops . . . . . . . . . . . . 84Karen Mite-Baidal, Carlota Delgado-Vera, Evelyn Solís-Avilés,Manuel Jiménez-Icaza, Wilmer Baque,and Mónica Patricia Santos-Chico

Applying a Software Estimation Method to the Human ResourcesManagement Based on PMBOK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96

Nemury Silega, Gilberto Fernando Castro, Danaysa Macías,Mitchell Vasquez-Bermúdez, Walter Eduardo Paredes,Néstor Vera-Lucio, and Jessenia Chalén

Evaluation of Vulnerability and Seismic Risk ParametersThrough a Fuzzy Logic Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113

Lorenzo J. Cevallos-Torres, Alfonso Guijarro-Rodriguez,Nelly Valencia-Martínez, Jorge Tapia-Celi,and Wilmer Naranjo-Rosales

Applications in Healthcare and Wellness

An IoT-Based Architecture to Develop a Healthcare Smart Platform . . . . . . . 133Isaac Machorro-Cano, Uriel Ramos-Deonati, Giner Alor-Hernández,José Luis Sánchez-Cervantes, Cuauhtémoc Sánchez-Ramírez,Lisbeth Rodríguez-Mazahua, and Mónica Guadalupe Segura-Ozuna

A Development Model of an Embedded System for Improvingthe Mobility of People with Physical Disabilities. . . . . . . . . . . . . . . . . . . . . 146

Maritza Aguirre-Munizaga, Vanessa Vergara-Lozano,Carlota Delgado-Vera, Jorge Hidalgo, and Rosa González-Villalta

A Decision Support Visualization Tool for Infection ManagementBased on BMPN and DMN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 158

Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni,Carlo Combi, Manuel Campos, Antonio Morales, Jose M. Juarez,Francisco Palacios, and Roque Marín

Automatic Recording and Analysis of Somniloquy Through the Useof Mobile Devices to Support the Diagnosis of Psychological Pathologies . . . 169

Virginia Aparicio-Paniagua, Jorge Pérez-Muñoz,Alejandro Rodríguez-González, Ángel García-Pedrero,Juan Miguel Gomez-Berbis, Consuelo Gonzalo-Martin,Ernestina Menasalvas-Ruiz, and Giner Alor-Hernández

Clinical Assessment Using an Algorithm Based on FuzzyC-Means Clustering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181

Alfonso A. Guijarro-Rodríguez, Lorenzo J. Cevallos-Torres,Miguel Botto-Tobar, Maikel Leyva-Vazquez, and Jessica Yepez Holguin

Kushkalla: A Web-Based Platform to Improve FunctionalMovement Rehabilitation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 194

Fabián Narváez, Fernando Arbito, Carlos Luna, Christian Merchán,María C. Cuenca, and Gloria M. Díaz

XII Contents

E-learning

Competences as Services in the Autonomic Cycles of Learning AnalyticTasks for a Smart Classroom . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211

Alexandra González-Eras, Omar Buendia, Jose Aguilar, Jorge Cordero,and Taniana Rodriguez

A Cloud-Based Architecture for Robotics Virtual Laboratories . . . . . . . . . . . 227Raquel Gómez-Chabla, Karina Real-Avilés, and Jorge Hidalgo

A Reference Framework for Empowering the Creation of Projectswith Arduino in the Ecuadorian Universities. . . . . . . . . . . . . . . . . . . . . . . . 239

Raquel Gómez-Chabla, Maritza Aguirre-Munizaga,Teresa Samaniego-Cobo, Jhonny Choez, and Néstor Vera-Lucio

Ontology Model for the Knowledge Management in the AgriculturalTeaching at the UAE. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 252

Ana Muñoz-García, Javier Del Cioppo, and Martha Bucaram-Leverone

ICT in Agronomy

The Current State and Effects of Agromatic: A SystematicLiterature Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269

William Bazán-Vera, Oscar Bermeo-Almeida, Teresa Samaniego-Cobo,Abel Alarcon-Salvatierra, Ana Rodríguez-Méndez,and Valeria Bazán-Vera

A Photogrammetry Software as a Tool for Precision Agriculture:A Case Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282

Carlota Delgado-Vera, Maritza Aguirre-Munizaga,Manuel Jiménez-Icaza, Nadia Manobanda-Herrera,and Ana Rodríguez-Méndez

Search for Optimum Color Space for the Recognition of Orangesin Agricultural Fields. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 296

José Luis Hernández-Hernández, Mario Hernández-Hernández,Severino Feliciano-Morales, Valentín Álvarez-Hilario,and Israel Herrera-Miranda

Predictive Models for the Detection of Diseases in Crops ThroughSupervised Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 308

Cristina Páez Quinde, Margarita Narváez Ríos, Segundo Curay Quispe,Marco Pérez Salinas, Francisco Torres Oñate,Daniel Sánchez Guerrero, Javier Sánchez Guerrero,and Carlos A. Morales F.

Contents XIII

Selection of Agricultural Technology: A Multi-attribute Approach. . . . . . . . . 319Jorge L. García-Alcaraz, Valeria Martínez-Loya,Aide Maldonado-Macias, and Liliana Avelar-Sosa

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 333

XIV Contents