| Vol-3282 urn:nbn:de:0074-3282-7 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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).

# ICAIW 2022
Workshops at the 5th International Conference on Applied Informatics 2022

### Joint Proceedings of the ICAI 2022 Workshops WAAI 2022, AIESD 2022, WDEA 2022, WITS 2022, WKMIT 2022, WSM 2022
co-located with the 5th International Conference on Applied Informatics (ICAI 2022)

- 3rd International Workshop on Applied Artificial Intelligence (WAAI 2022)
- 4th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2022)
- 5th International Workshop on Data Engineering and Analytics (WDEA 2022)
- 1st International Workshop on on Intelligent Transportation Systems and Smart Mobility Technology (WITS 2022)
- 2nd International Workshop on Knowledge Management and Information Technologies (WKMIT 2022)
- 1st International Workshop on Systems Modeling (WSSC 2022)

### Arequipa, Peru, October 27-29, 2022.

Edited by

### Hector Florez *
Ixent Galpin **
Christian Grévisse ***

* Universidad Distrital Francisco José de Caldas, Colombia
** Universidad de Bogotá Jorge Tadeo Lozano, Colombia
*** Université du Luxembourg, Luxembourg

## Table of Contents

- Preface
  Summary: There were 44 papers submitted for peer-review to this workshop. Out of these, 24 papers were accepted for this volume, 24 as regular papers and 0 as short papers.

### 3rd International Workshop on Applied Artificial Intelligence (WAAI 2022)

- Analysis on Early Dropouts in Engineering Careers 1-10
  Ignacio Manes, Tomas Lubertino, Jorge Anca, Karen Roberts, Hernán Merlino
- Depression Diagnosis using Text-based AI Methods — A Systematic Review 11-27
  Martín Di Felice, Parag Chatterjee, María F. Pollo-Cattaneo
- Satellite Orbit Prediction Using a Machine Learning Approach 28-46
  Giridhar Jadala, Gowri Namratha Meedinti, Radhakrishnan Delhibabu

### 4th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2022)

- Bibliometric Software: The Most Commonly Used in Research 47-65
  Alejandra Colina Vargas, Marcos Espinoza-Mina, Diana López Alvarez, Johanna Navarro Espinosa
- Bio-Business of Polymer Derived from Cassava Waste for the Industrial Plastic Sector 66-76
  Mercy Agila, Larry Yumibanda, Diana Merchán
- Cost of Capital and Finance Evaluation for a Family SME Enterprise of an Ecuadorian Ecotourism Resort in San Carlos Parish, Los Ríos Province 77-86
  Carlos Arturo San Andrés Fuentes, Pablo Ricardo San Andrés Reyes, Ivonne Elizabeth Paredes Chévez, César Santana Moncayo
- Dynamic Models to Determine External Factors and their Impact on the Shrimp Price Forecast 87-100
  David Zaldumbide, Alejandro Pacheco
- How to use Instagram to Travel the World? An Approach to Discovering Relevant Insights from Tourist Media Content 101-113
  Angel Fiallos
- Public Safety Perception in Ecuador: An Approach from Social Networks over Data Analytics 114-124
  Maria de Lourdes Díaz, Jorge Berrezueta, Gonzalo Albán Molestina, Andres Ortega
- Relationship between Corporate Social Responsibility, Assets and Income of Companies in Ecuador 125-137
  Arnaldo Vergara-Romero, Lisette Garnica-Jarrin, Yadira Armas-Ortega, César Pozo-Estupiñan
- Retrospective of Scientific Production on e-Democracy 138-158
  Alejandra Colina Vargas, Marcos Espinoza-Mina
- Smart Contracts: An Opportunity for Company Modernization in a Post-COVID-19 World 159-168
  Joe A. Parrales, María G. Cornejo, Hector Florez
- Sticky Floor and Glass Ceiling in Ecuador. The Evolution of the Gender Wage Gap, 2010-2021 169-181
  Diego Linthon-Delgado, Lizethe Méndez-Heras, Gino Cornejo-Marcos
- Technical Indicator for a Better Intraday Understanding of Uptrends or Downtrends in the Financial Markets using Volume Transactions as a Trigger 182-194
  Franklin Gallegos-Erazo
- The Effects of Dry Spells on Crop Diversification in the Brazilian Northeast Region 195-205
  Elena Piedra-Bonilla, Laís Oliveira, Denis Da Cunha, Marcelo Braga
- Valuation of the Impact of the Covid-19 Global Pandemic on the Sector of Professional, Technical, and Administrative Activities in Ecuador for the Year 2020 206-213
  Nelson Guillermo Granja Cañizares, Pablo Ricardo San Andrés Reyes, Ivonne Elizabeth Paredes Chévez
- Web Service for Document Management of University Degree Projects 214-224
  Camilo Sarmiento, Leidy Lozano, Guillermo Gaona, Marcelo Leon

### 5th International Workshop on Data Engineering and Analytics (WDEA 2022)

- Maximizing Student Retention using Supervised Models Informed by Student Counseling Data 225-239
  John Anderson Rodriguez Ramirez, Olmer García-Bedoya, Ixent Galpin
- Shareholder Structure of Major Technology Companies: A Graph Analytics Study during COVID-19 and Beyond 240-258
  Julio C. Esquivel, Ixent Galpin, Oscar M. Granados

### 1st International Workshop on Intelligent Transportation Systems and Smart Mobility Technology (WITS 2022)

- Mobility Studies in Villavicencio: Situation and Prospects Towards a Smart Mobility 259-270
  Carlos Alberto Díaz Riveros, Alejandra Baena, Juan Camilo Ramirez

### 2nd International Workshop on Knowledge Management and Information Technologies (WKMIT 2022)

- Knowledge Representation and Technologies in the Latin American Academic Literature 271-287
  Luciano Straccia, Adriana Maulini, María Gracia Bongiorno, Matías Giorda, María Florencia Pollo-Cattaneo
- The SECI Knowledge Creation Model: A Look through Sociology 288-302
  Patricia Gerlero

### 1st International Workshop on Systems Modeling (WSM 2022)

- Construction of a Domain Metamodel using EMF for Semiautomatic Generation of Web Applications 303-314
  Lady Viviana Garay González
- Implementation of a Domain Metamodel for the Generation of UML Documentation through Model Transformation Chains 315-326
  Jeyson Stith Arévalo Sandoval

2022-10-24: submitted by Hector Florez, metadata incl. bibliographic data published under Creative Commons CC0
2022-11-21: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|