- Third International Workshop on Smart and Sustainable Cities (WSSC 2020) co-located with the Third International Conference on Applied Informatics (ICAI 2020)
Christian Grévisse Université du Luxembourg Esch-sur-Alzette, Luxembourg Copyright © 2020 for the individual papers by the papers’ authors.
Copyright © 2020 for the volume as a collection by its editors.
This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0). This volume contains the proceedings of the workshops: First International Workshop on Applied Artificial Intelligence (WAAI 2020), Second International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2020), Third International Workshop on Data Engineering and Analytics (WDEA 2020) and Third International Workshop on Smart and Sustainable Cities (WSSC 2020). These workshops were co-located with the Third International Conference on Applied Informatics (ICAI 2020)1 and held online due to the COVID-19 pandemic, from 29 to 31 October 2020.
First International Workshop on Applied Artificial Intelligence (WAAI 2020). The workshop on Applied Artificial Intelligence is an annual event intended to be an important forum of the Artificial Intelligence (AI) community, organized by the GRUPO GEMIS of the Universidad Tecnológica Nacional Facultad Regional Buenos Aires. The workshop aims to provide a forum for researchers and AI community members to discuss and exchange ideas and experiences on diverse topics of AI. It also seeks to strengthen a space for discussion of innovative ideas as well as development of emerging technologies and practical experiences related to Artificial Intelligence in general and each of its technologies in particular. Submissions are invited on both applications of AI and new tools and foundations.
Second International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2020). The workshop on Applied Informatics for Economy, Society and Development organized by the SAEES Research Group of ABREC (Ecuador) seeks to promote discussion and dissemination of current economics research, systems for territorial intelligence, e-participation, e-democracy and territorial economic development; with special emphasis on social and environmental development. The objective of this second edition of AIESD 2020 is to discuss aspects related to computer science applied in society. The idea is to learn the different techniques and tools that are used to study social phenomena, economic growth, the interaction between economic analysis and decision-making. The workshop seeks to promote an atmosphere of dialogue among the community of professionals working on issues related to technology and its application in the economy as well as society. Third International Workshop on Data Engineering and Analytics (WDEA 2020). Data has become pervasive. Data Analytics, Data Mining, Data Science, or more generally the practice of identifying patterns or constructing mathematical models based on data, is at the heart of most new business models or projects. This, coupled with what has been termed the Big Data phenomenon, used to describe challenging scenarios involving either datasets that are too big to be handled using traditional approaches, datasets with diverse formats and semantics, data streams that need to be actioned in real time, or a combination of these, has led to a whole new series of rapidly evolving tools, algorithms and methods which combine data engineering, computer science, statistics and mathematics. The aim of this workshop is to present recent results at the intersection of these areas, discussing new methods or algorithms, or applications including Machine Learning, Databases, optimization or any type of algorithms which consider managing or obtaining value from data. Third International Workshop on Smart and Sustainable Cities (WSSC 2020). The International Telecommunication Union (ITU) defines a smart sustainable city as “an innovative city that uses information and communication technologies (ICTs) and other means to improve quality of life, efficiency of urban operation and services, and competitiveness, while ensuring that it meets the needs of present and future generations with respect to economic, social, environmental as well as cultural aspects”. The aim of this Workshop is to present recent results in this area, discussing new methods or algorithms, or applications in different areas including architecture, culture, tourism, mobility, among others.
The workshops received 26 submissions in total. All submitted papers underwent a double blind peer review process, where each paper was reviewed by at least two (2) experts. After a careful discussion, the diverse program committees decided to accept fifteen research papers overall. This volume includes these papers. These papers are distributed as follows across the workshops: two papers from WAAI, seven papers from AIESD, four papers from WDEA, and two papers from WSSC.
We wish to thank the Program Committee members and all additional reviewers for their efforts.
All the workshops took place on 30 October, 2020. In all of them, each paper presentation was immediately followed by comments from session chairs and a plenary discussion. We thank all session chairs for their careful preparations and for triggering the discussions.
October 2020 Hector Florez
Ixent Galpin
Christian Grévisse Organization Second International Conference on Applied Informatics (ICAI 2019)
Hector Florez Sanjay Misra
Cesar Diaz Hector Florez Ixent Galpin Olmer García Christian Grévisse Sanjay Misra Covenant University, Nigeria OCOX AI, Colombia Université du Luxembourg, Luxembourg Covenant University, Nigeria Jaime Chavarriaga Universidad de los Andes, Colombia Fernando Yepes-Calderon Children’s Hospital Los Angeles, United States
Hector Florez Ixent Galpin Christian Grévisse Université du Luxembourg, Luxembourg
María Cattaneo Hernán D. Merlino Florencia Pollo
Rodolfo Bertone Paola Britos Enrique Fernandez Alejandro Hossian Horacio Kuna Pablo Pytel Edgar Serna Cinthia Vegega Luciano Straccia Walter Legnani
Ruben Rumipamba Marcelo Leon
Karla Rodriguez Second International Workshop on Applied Informatics for Economics, Society and Development (AIESD 2019) Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Nacional de La Plata, Argentina Universidad Nacional de Río Negro, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad Regional del Neuquén, Argentina Universidad Nacional de Misiones, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Corporación Nacional de Telecomunicaciones CNT E.P., Ecuador Universidad de Huelva, Spain Asociación de Becarios del Ecuador, Ecuador Simona Safarikova René Faruk Garzozi Pincay Anderson Argothy Erika Lucía González Carrión Olger Javier Yaulema Zavala Mireya Serrano Juan Carlos Pérez Briceño Fernando Cando Henry Morocho Carlos Eduardo Jijena Michel Homero Rodriguez Maritza Ruiz Raquel Jalil
Palacky University Olomouc, Czech Republic Universidad Estatal Península de Santa Elena, Ecuador Universidad Tecnica de Ambato, Ecuador Universidad Nacional de Loja, Ecuador Asociación de Becarios del Ecuador, Ecuador Asociación de Becarios del Ecuador, Ecuador Universidad Técnica de Ambato, Ecuador Asociación de Becarios del Ecuador, Ecuador Asociación de Becarios del Ecuador, Ecuador Universidad Católica Boliviana Tarija, Bolivia Universidad Laica Eloy Alfaro de Manabi, Ecuador Universidad UTE, Ecuador Universidad Autonoma Juan Misael Saracho,
Bolivia Third International Workshop on Data Engineering and Analytics (WDEA 2020)
Olmer Garcia Bedoya Jorge Ivan Romero Gelvez Ixent Galpin
David Acosta Henry Carrillo Lindado German Castañeda
Universidad de Bogotá Jorge Tadeo Lozano, Colombia Universidad de Bogotá Jorge Tadeo Lozano, Colombia Universidad de Bogotá Jorge Tadeo Lozano, Colombia Universidad del Norte, Colombia Genius Sports Group, Colombia Universidad Estadual de Campinas, Brazil Ricardo Castillo Hector Florez Universitat Politècnica de València, Spain Marco Tulio Teran de la Hoz
Universidad Sergio Arboleda, Colombia Giovani Vitor Sebastian Zapata
Universidade Federal de Itajubá, Brazil Third International Workshop on Smart and Sustainable Cities (WSSC 2020) Álvaro Gutiérrez Rodríguez Universitaria
Minuto de Dios,
Carlos Alberto Díaz César Díaz Jose David López García Laura González Luis Cobo Manuel Dávila Marcelo Herrera María Vanegas Sandra Acevedo
Clara
Sánchez
Corporación Colombia Corporación Colombia Fundación Colombia Corporación Universitaria del Meta, Colombia OCOX-AI, Colombia
Universitaria
Minuto de Dios, Universitaria del Área César Díaz Laura González Luis Cobo Manuel Dávila Marcelo Herrera María Vanegas Comparative Study of Distance Measures for the Fuzzy C-means and K-means Non-Supervised Methods Applied to Image Segmentation Martín Vélez-Falconí, Josué Marín, Selena Jiménez and Lorena GuachiGuachi Edge Solution with Machine Learning and Open Data to Interpret Signs for People with Visual Disability
Fabian Velosa and Hector Florez Second International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2020) First International Workshop on Applied Artificial Intelligence (WAAI 2020)
A Scrum Implementation Plan by Phases and Oriented by Team Members: A Case Study Olga L. Calderón-Martínez, Alix E. Rojas and Camilo Mejía-Moncayo An Immersive Experience in the Virtual 3D VirBELA Environment for Leadership Development in Undergraduate Students during the COVID-19 Quarantine Carlos Eduardo Mora-Beltrán, Alix E. Rojas and Camilo Mejía-Moncayo Analysis of the Conservation Model of Territorial Forest and Vegetation Protection in Azuay, Ecuador Marcelo Leon, Maribel Alomoto and María de la O Barroso Drilling and Completion Material Management Improvement by Stochastic Modelling Carlos Felipe Acevedo-Gutierrez, Gabriel Villalobos-Camargo and Jorge Ivan Romero-Gelvez 1 15 27 42 53 66 How to Measure the Performance of a Smart City Teresa Guarda, Isabel Lopes, Pedro Oliveira, Maria Isabel Ribeiro and António José Fernandes The Impact of Virtual Platforms in the Field of the Knowledge and Information Society as a Learning Resource Erika Lucía Gonzalez-Carrión, María Lorena Muñoz-Vallejo and Johnny Héctor Sánchez-Landín The Mataquí, Pimampiro River Micro Watershed Management Experience and its Problems Towards Sustainability Fausto Calderón-Pineda, René Garzozi-Pincay, Yamel Garzozi-Pincay,
Roxana Álvarez-Acosta and Concepción Espinosa-Manosalvas Third International Workshop on Data Engineering and Analytics (WDEA 2020)
Demand Forecasting for Inventory Management using Limited Data Sets: A Case Study from the Oil Industry Jorge Ivan Romero-Gelvez, Esteban Felipe Villamizar, Olmer GarciaBedoya and Jorge Aurelio Herrera-Cuartas Forecasting Credit Card Attrition using Machine Learning Models Carlos Alvaro Rico-Poveda and Ixent Galpin Precision Agriculture Technology Evaluation using Combined AHP and GRA for Data Acquisition in Apiculture Jorge Ivan Romero-Gelvez, Sandra Viviana Beltrán-Fernández, Andres Julian Aristizabal, Sebastian Zapata and Monica Castañeda Time Series Models for the Colombian TRM Exchange Rate Luis Giraldo-Alvarado and Javier Riascos-Ochoa
A Quality Evaluation of Wastewater in Quito’s Metropolitan Area for Environmental Sustainability Marcelo Leon, Raquel Ibarra and María de la O Barroso Towards the Construction of a Smart City Model in Bogotá María Clara Sánchez-Vanegas, Manuel Dávila, Álvaro Gutiérrez, José David López, Laura González, Luis Cobo and César O. Díaz 159