Communications in Computer and Information Science 885 Commenced Publication in 2007 Founding and Former Series Editors: Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang Editorial Board Simone Diniz Junqueira Barbosa Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan University at Buffalo, The State University of New York, Buffalo, USA Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Jairo E. Serrano C. Juan Carlos Martínez-Santos (Eds.) Advances in Computing 13th Colombian Conference, CCC 2018 Cartagena, Colombia, September 26–28, 2018 Proceedings 123 Editors Jairo E. Serrano C. Juan Carlos Martínez-Santos Universidad Tecnológica de Bolívar Universidad Tecnológica de Bolívar Cartagena Cartagena Colombia Colombia ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer and Information Science ISBN 978-3-319-98997-6 ISBN 978-3-319-98998-3 (eBook) https://doi.org/10.1007/978-3-319-98998-3 Library of Congress Control Number: 2018950845 © Springer Nature Switzerland AG 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of 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 transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the 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 this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland Preface The Colombian Conference on Computing (CCC) is an annual gathering organized by the Colombian Computer Society. It aims to promote and strengthen the Colombian community in computer science, bringing together researchers, students, and practi- tioners, both national and international. The Colombian Computer Society has organized this conference since 2005 in Cali, which has been held in successive editions in Bogotá (2007), Medellín (2008), Bucaramanga (2010), Manizales (2011), Medellín (2012), Armenia (2013), Pereira (2014), Bogotá (2015), Popayán (2016), and Cali (2017). The 13th Colombian Con- ference on Computing was held in Cartagena de Indias again, its city of birth, during September 26–28, 2018. The conference was attended by national and international researchers. This year the conference was organized by the Colombian Computer Society and the Universidad Tecnológica de Bolívar. This conference was an opportunity to discuss and exchange ideas about computing techniques, methodologies, and tools, among others, with a multidisciplinary approach, strengthening the synergies between researchers, profes- sionals, and companies related to the topics of interest of the conference. The conference covers the following areas: • Information and knowledge management • Software engineering and IT architectures • Educational informatics • Intelligent systems and robotics • Human–computer interaction • Distributed systems and large-scale architectures • Image processing, computer vision, and multimedia • Security of information • Formal methods, computational logic, and theory of computation The conference allowed the presentation of research papers with (a) a significant contribution to knowledge or (b) innovative experiences in the different areas of computing. This conference included plenary lectures, discussion forums, tutorials, and a symposium for master and doctoral students. All paper submissions were reviewed by two experts. Authors removed personal details, the acknowledgments section, and any reference that may disclose the authors’ identity. We received 194 submissions, of which 36 were accepted as full papers. National and international reviewers participated in the review process. The EasyChair system was used for the management and review of submissions. Our sincere thanks go to all the Technical Program Committee members and authors who submitted papers to the 13th CCC and to all speakers and participants. July 2018 Jairo E. Serrano C. Juan Carlos Martínez-Santos Organization Conference Chairs Juan Carlos Universidad Tecnológica de Bolívar, Colombia Martínez-Santos Jairo Serrano Castañeda Universidad Tecnológica de Bolívar, Colombia Program Committee Mauricio Alba Universidad Autónoma de Manizales, Colombia Luis Fernando Castro Universidad del Quindio, Colombia César Collazos Universidad del Cauca, Colombia Toni Granollers Universidad de Lleida, Spain Leonardo Flórez Pontificia Universidad Javeriana de Bogotá, Colombia María Patricia Trujillo Universidad del Valle, Colombia Nestor Duque Universidad Nacional de Colombia, Colombia Iván Cabezas Universidad de San Buenaventura, Colombia Carlos HernánGómez Universidad de Caldas, Colombia Harold Castro Universidad de los Andes, Colombia Colombian Computer Society (SCO2) Enrique González María Clara Gómez Yenny Alexandra Méndez Alegría Iván M. Cabezas T. Juan Carlos Martinez Andrés Solano Jorge IvánRíos Patiño Technical Program Committee Gerardo M. Sarria M. Pontificia Universidad Javeriana Cali, Colombia Néstor Darío Duque Universidad Nacional de Colombia, Colombia Méndez Silvana Aciar Instituto de Informática, Universidad Nacional de San Juan, Argentina Maria Villegas Universidad del Quindío, Colombia Hector Florez Universidad Distrital Francisco Jose de Caldas, Colombia VIII Organization Fabio Martinez Carrillo Bioingenium Research Group, National University of Colombia, Colombia Paula Lago Uniandes, Colombia Francisco Alvarez Universidad Autonoma de Aguascalientes, Mexico Mauricio Alba-Castro Universidad Autonoma de Manizales UAM, Colombia Sonia Contreras Ortiz Universidad Tecnológica de Bolívar, Colombia Victor M. Gonzalez Instituto Tecnológico Autónomo de México, Mexico Edwin Puertas Universidad Tecnologica de Bolivar, Colombia Cristina Manresa-Yee University of the Balearic Islands, Spain Pablo Ruiz Unicomfacauca, Colombia Fabio González Universidad Nacional de Colombia, Colombia Luis Fernando Castro Rojas Universidad Nacional de Colombia - Universidad del Quindío, Colombia Harold Castro Communications and Information Technology Group (COMIT), Universidad de Los Andes, Colombia Helga Duarte Universidad Nacional de Colombia, Colombia Vanessa Agredo Delgado Unicauca, Colombia Jorge Villalobos University of los Andes, Colombia Andres Moreno University of los Andes, Colombia Philippe Palanque ICS-IRIT, University of Toulouse 3, France Pablo Torres-Carrion UTPL, Ecuador Patricia Paderewski University of Granada, Spain Juan Pavón Universidad Complutense de Madrid, Spain José Antonio Macías Universidad Autónoma de Madrid, Spain Iglesias Ana Isabel Molina Díaz University of Castilla-La Mancha, Spain Enrique González Pontificia Universidad Javeriana, Colombia Marta Rosecler Bez UFRGS, Brazil Ricardo Azambuja Silveira Universidade Federal de Santa Catarina, Brazil Ivan Cabezas Universidad de San Buenaventura, Colombia Alicia Mon Universidad Nacional de La Matanza, Argentina Carina Gonzalez Universidad de La Laguna, Spain Andrés Adolfo Navarro Pontificia Universidad Javeriana, Cali, Colombia Newball Olga Marino Universidad de los Andes, Colombia Jose Luis Villa Universidad Tecnológica de Bolívar, Colombia Gabriel Pedraza Universidad Industrial de Santander, Colombia Angela Carrillo-Ramos Pontificia Universidad Javeriana, Colombia Wilson Javier Sarmiento Universidad Militar Nueva Granada, Colombia Carlos Mario Zapata Universidad Nacional de Colombia, Colombia Jaramillo Daniela Quiñones Pontificia Universidad Católica de Valparaíso, Chile Yannis Dimitriadis University of Valladolid, Spain Jaime Muñoz-Arteaga Universidad Autónoma de Aguascalientes, Mexico Víctor Bucheli Universidad del Valle, Colombia Jaime Chavarriaga University of Los Andes, Colombia Organization IX José Antonio Pow-Sang Pontificia Universidad Catolica del Peru, Peru Fernando De La Rosa R. Universidad de los Andes, Colombia Cristian Rusu Pontificia Universidad Catolica de Valparaiso, Chile Andrea Rueda Pontificia Universidad Javeriana, Colombia Leonardo Flórez-Valencia Pontificia Universidad Javeriana, Colombia Gisela T. de Clunie Universidad Tecnológica de Panamá, Panama Mario Alberto Moreno Universidad Tecnológica de la Mixteca, Mexico Rocha Jorge E. Camargo Universidad Antonio Nariño,