- First International Workshop on Knowledge Management and Information Technologies (WKMIT 2021) - Fourth International Workshop on Smart and Sustainable Cities (WSSC 2021) co-located with the Fourth International Conference on Applied Informatics (ICAI 2021)
Christian Grévisse Université du Luxembourg Esch-sur-Alzette, Luxembourg Copyright © 2021 for the individual papers by the papers’ authors.
Copyright © 2021 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: Second International Workshop on Applied Artificial Intelligence (WAAI 2021), Third International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2021), Fourth International Workshop on Data Engineering and Analytics (WDEA 2021), First International Workshop on Knowledge Management and Information Technologies (WKMIT 2021), and Fourth International Workshop on Smart and Sustainable Cities (WSSC 2021). These workshops were co-located with the Fourth International Conference on Applied Informatics (ICAI 2021)1 and held online due to the COVID-19 pandemic, from 28 to 30 October 2021.
Second International Workshop on Applied Artificial Intelligence (WAAI 2021). 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. Third International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2021). The workshop on Applied Informatics for Economy, Society and Development organized by the Universidad Tecnológica Empresarial de Guayaquil (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 third edition of AIESD 2021 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.
Fourth International Workshop on Data Engineering and Analytics (WDEA 2021). 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. First International Workshop on Knowledge Management and Information Technologies (WKMIT 2021). The workshop on Knowledge Management and Information Technologies is an annual event intended to be an important forum of the Knowledge Management (KM) community, organized by the GRUPO GEMIS of the Universidad Tecnológica Nacional Facultad Regional Buenos Aires. The knowledge is a strategic resource to obtain better results in the organizations and its management promotes continuous improvement practices and innovation. A complete and integral knowledge management requires an approach from different perspectives: people, organizational culture, processes, tools and technologies, among others. The workshop aims at providing a forum for researchers and KM community members to discuss and exchange ideas and experiences on diverse topics of KM. It also seeks to strengthen a space for discussion of innovative ideas, development of emerging technologies and practical experiences related to Knowledge Management in general and each of its technologies in particular.
Fourth International Workshop on Smart and Sustainable Cities (WSSC 2021). 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, cultural, tourism, mobility, among others.
The workshops received 27 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 thirteen research papers overall. This volume contains these papers. These papers are distributed as follows across the workshops: three papers from WAAI, three papers from AIESD, two papers from WDEA, two papers from WKMIT, and three papers from WSSC.
We wish to thank the Program Committee members and all additional reviewers for their efforts.
All the workshops took place on 28 October 2021. 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 2021 Hector Florez
Ixent Galpin
Christian Grévisse Organization Fourth International Conference on Applied Informatics (ICAI 2021)
Hector Florez Ma Florencia Pollo-Cattaneo
Jaime Chavarriaga Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad de los Andes, Colombia Universidad ECCI, Colombia Université du Luxembourg, Luxembourg Covenant University, Nigeria Fernando Yepes-Calderon Children’s Hospital Los Angeles, United States Christian Grévisse Université du Luxembourg, Luxembourg
Ma Florencia Pollo-Cattaneo Third International Workshop on Applied Informatics for Economics, Society and Development (AIESD 2021) 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 Nacional de La Plata, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Guayaquil, Ecuador Universidad Tecnológica Guayaquil, Ecuador Universidad Tecnológica Guayaquil, Ecuador
Empresarial Empresarial Empresarial de de de Erika González Raquel Jalil Simona Safarikova Marcelo Leon Fernando Gutierrez Simone Belli Ruben Rumipamba Karla Rodriguez Andrea Vallejo Homero Rodriguez Anderson Argothy Brenda Gutierrez Gabriela Gallardo Gino Grondona Mauricio Chávez Fabricio Echeverria Otto Suarez Cesar Llaguno
Olmer Garcia-Bedoya Fourth International Workshop on Data Engineering and Analytics (WDEA 2021)
Universidad Privada Boliviana, Bolivia Universidad Nacional de Loja, Ecuador Universidad Autónoma Juan Misael Saracho, Bolivia Palacky University, Czech Republic Universidad Tecnológica Guayaquil, Ecuador Universidad de La Laguna, Spain
Empresarial de Universidad Complutense de Madrid, Spain Asociación de Becarios del Ecuador, Ecuador Asociación de Becarios del Ecuador, Ecuador Universidad Católica de Cuenca, Ecuador Universidad Laica Eloy Alfaro, Ecuador Universidad Técnica de Ambato, Ecuador Universidad Politécnica Salesiana, Ecuador Universidad Tecnológica Guayaquil, Ecuador Universidad Tecnológica Guayaquil, Ecuador Universidad Tecnológica Guayaquil, Ecuador Universidad Tecnológica Guayaquil, Ecuador Universidad Tecnológica Guayaquil, Ecuador Universidad Tecnológica Guayaquil, Ecuador
Empresarial de Empresarial de Empresarial de Empresarial de Empresarial de
Empresarial de Universidad de Bogotá Jorge Tadeo Lozano, Colombia Jorge Ivan Romero Gelvez
David Acosta Henry Carrillo Lindado German Castañeda Ricardo Castillo Universidad de Bogotá Jorge Tadeo Lozano, Colombia Universidad de Bogotá Jorge Tadeo Lozano, Colombia Universitat Politècnica de València, Spain Universidad de Bogotá Jorge Tadeo Lozano, Colombia Universidad de Bogotá Jorge Tadeo Lozano,
Colombia Marco Tulio Teran de la Hoz
Universidad Sergio Arboleda, Colombia Giovani Vitor Sebastian Zapata
Universidade Federal de Itajubá, Brazil Universidad de Bogotá Jorge Tadeo Lozano,
Colombia Jose Fernando Noguera Polania
Universidad Cooperativa de Colombia – Santa
Marta, Colombia First International Workshop on Knowledge Management and Information Technologies (WKMIT 2021)
Inés Casanovas Hernán D. Merlino Universidad Abierta Interamericana, Argentina, and Universidad Nacional de Quilmes, Argentina Universidad Tecnológica Nacional Facultad
Regional Buenos Aires, Argentina Fourth International Workshop on Smart and Sustainable Cities (WSSC 2021)
María Clara Sánchez Sandra Acevedo Alejandra Baena Juan Camilo Ramírez Alejandro Salamanca Universidad Nacional Abierta y a Distancia, Colombia Universidad Antonio Nariño, Colombia Universidad Antonio Nariño, Colombia Universidad de Ciencias Aplicadas y Ambientales, Colombia Corporación Universitaria del Meta - Unimeta, Colombia Table of Contents Second International Workshop on Applied Artificial Intelligence (WAAI 2021)
Data science applied to oil wells’ behavior prediction in the Estructura Cruz de Piedra - Lunlunta oil field, Cuyana Basin, Argentina Micaela Báez, Luis P. Stinco, Silvia P. Barredo and Hernan D. Merlino Multi-criteria group requirement prioritization in software engineering using fuzzy linguistic labels
Predictive modeling toward identification of sex from lip prints machine learning in cheiloscopy
Agustín Sabelli, Parag Chatterjee and Ma Florencia Pollo-Cattaneo Third International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2021) Empirical approach to arable land and livestock using cointegration and causality techniques with panel data Micaela Calderon, Marcelo Leon and Sergio Núñez Pedagogical model to develop virtual learning objects for people with hearing impairment Karen Martinez-Zambrano, Jhon Paez and Hector Florez Underground drones as a support line for mining companies in Ecuador Marcelo Leon, Homero Rodriguez, Ibeth Chiluiza and Claudia Rivas 1 16 29 44 62 74
Analysing gender-based violence against Colombian public figures on Twitter Juan Sebastian Chaparro-Saenz and Ixent Galpin Analyzing and predicting NCAA volleyball match outcome using machine learning techniques
Vishwa Shah, Suhas Shanbhogue, Priya Deshpande and Dhvanil Sanghvi First International Workshop on Knowledge Management and Information Technologies (WKMIT 2021)
Knowledge management technologies for a n-layered architecture Luciano Straccia, Ma Florencia Pollo-Cattaneo and Adriana Maulini Successes and failures in software development project management: a systematic literature review
Fourth International Workshop on Smart and Sustainable Cities (WSSC 2021)
Environmental economic estimation: case study in the city of Tarija - Bolivia Carlos Jijena, Marcelo Leon, Claudia Rivas and Carlos Redroban Industry 4.0 and digital transformation in higher education through the perspective of smart cites Álvaro Gutiérrez-Rodríguez, José David López-García, Ricardo Alfonso Sanabria and Sandra Acevedo-Zapata 84 99 117 131 146 162 Prediction of electrical energy consumption through recurrent neural networks Oscar Daniel Diaz-Castillo, Andrés Esteban Puerto-Lara, Javier Alejandro Sáenz-Leguizamón and Vladimir Ducón-Sosa