- 6th International Workshop on Data Engineering and Analytics (WDEA 2024) - 3rd International Workshop on Intelligent Transportation Systems and Smart Mobility Technology (WITS 2024) - 4th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2024) - 1st International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD 2024) - 1st International Workshop on Systems Engineering Applied to Internet of Health Things (WSEAI 2024) - 3rd International Workshop on Systems Modeling (WSM 2024) co-located with the 7th International Conference on Applied Informatics (ICAI 2024)
Christian Grévisse Université du Luxembourg Esch-sur-Alzette, Luxembourg Copyright © 2024 for the individual papers by the papers’ authors.
Copyright © 2024 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: 5th International Workshop on Applied Artificial Intelligence (WAAI 2024), 6th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2024), 6th International Workshop on Data Engineering and Analytics (WDEA 2024), 3rd International Workshop on Intelligent Transportation Systems and Smart Mobility Technology (WITS 2024), 4th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2024), 1st International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD), 1st International Workshop on Systems Engineering Applied to Internet of Health Things (WSEAI), and 3rd International Workshop on Systems Modeling (WSM 2024). These workshops were colocated with the 7th International Conference on Applied Informatics (ICAI 2024)1 which took place at Universidad Andrés Bello located in Viña del Mar, Chile, from 24 to 26 October 2024. 5th International Workshop on Applied Artificial Intelligence (WAAI 2024). 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 the 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. 6th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2024). The workshop on Applied Informatics for Economy, Society, and Development organized by the Universidad Ecotec (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 edition of AIESD 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, and 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. 6th International Workshop on Data Engineering and Analytics (WDEA) 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. 3rd International Workshop on Intelligent Transportation Systems and Smart Mobility Technology (WITS 2024). The digital transformation of traffic monitoring systems has led to an increased interest from the academic community, governments, and the general public in the concept of smart mobility, consisting of the optimized use of transport networks through the automated analysis of traffic data and, especially, the implementation of intelligent transportation systems. This type of technology focuses on optimizing how people travel, decreasing traffic congestion, improving road safety, and enhancing governmental decision-making during the construction or expansion of infrastructure. The International Workshop on Intelligent Transportation Systems and Smart Mobility Technology (WITS), part of the International Conference on Applied Informatics (ICAI), is an annual event organized by Universidad Antonio Nariño in Bogotá, Colombia, and intended to be an important forum for the discussion and dissemination of contemporary research on the study and design of software providing integrated information to allow drivers, commuters and pedestrians to make a safer and more coordinated use of urban transport networks. Participants in the workshop will find a space for the exchange of innovative ideas and practical experiences on the use of this type of technology as well as for the establishment of collaborative networks. The workshop welcomes submissions on both practical and theoretical proposals on ITSs and related technological solutions. 4th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2024)). 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. Complete and integral knowledge management requires an approach from different perspectives: people, organizational culture, processes, tools and technologies, among others. The workshop aims to provide 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. 1st International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD) The workshop on Sustainability Challenges in Tourism and Smart Destinations organized by the Universidad Estatal Peninsula de Santa Elena (Ecuador) seeks to promote discussion of the application of sustainability criteria for the development of tourist products and destinations, including management of natural and cultural resources, strategies and approaches for the promotion of tourist destinations. The workshop aims to socialize and disseminate the results of research in smart tourism in Ecuador and the world. Furthermore, it promotes academic debate on experiences, innovation in the hotel and tourism field, and new trends in the industry. 1st International Workshop on Systems Engineering Applied to Internet of Health Things (WSEAI) The International Workshop on Systems Engineering Applied to the Internet of Health Things is an event that aims to be an important forum for the research community in the field of the Internet of Health Things (IoHT), organized as a partnership between GREat of the Universidade Federal Ceará, located in Brazil, and ITiSB of Universidad Andrés Bello, located in Chile. The workshop brings advanced research topics and challenges to be discussed by members of the IoHT community who will have an opportunity to exchange ideas and experiences in the field of IoHT. It also seeks to strengthen a space for discussing innovative ideas and the development of emerging technologies, proposing software and hardware systems, and practical experiences related to IoHT in general and each of its technologies. Submissions on new solutions to IoHT challenges and new tools are welcome. 3rd International Workshop on Systems Modeling (WSM 2024) The International Workshop on Systems Modeling (WSM) aims to bring together researchers and practitioners working in different areas of systems modeling to provide an opportunity for the modeling community to further advance the foundations of modeling and modeling in emerging areas. It is mainly focused on Business Process Modeling, Model-Driven Architecture, Model-Driven Engineering, and Modeling in Software Engineering among other areas related to software modeling.
The workshops received 47 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 28 research papers overall. This volume contains these papers. These papers are distributed across the workshops as follows: – 8 submissions received for WAAI, of which 3 were accepted; – 15 submissions received for AIESD, of 8 six were accepted; – 5 submissions received for WDEA, of which 5 were accepted; – 2 submissions received for WITS, of which 1 was accepted; – 5 submissions received for WKMIT, of which 5 were accepted; – 3 submissions received for SCTSD, of which 1 was accepted; – 6 submissions received for WSEAI, of which 4 were accepted; – 3 submissions received for WSM, of which 1 was accepted.
All the workshops took place on 24 October 2024. 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 insightful discussions.
Organization 7th International Conference on Applied Informatics (ICAI 2024)
Hector Florez Hernan Astudillo
Jaime Chavarriaga Hector Florez Ixent Galpin Christian Grévisse Ma Florencia Pollo-Cattaneo
Hector Florez Ixent Galpin Universidad Distrital Francisco José de Caldas, Colombia
Colombia
Ma Florencia Pollo-Cattaneo 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 6th International Workshop on Applied Informatics for Economics, Society and Development (AIESD 2024)
Marcelo León
Carlos Jijena Erika González Raquel Jalil Simona Safarikova Fernando Gutierrez Simone Belli Ruben Rumipamba Homero Rodriguez Anderson Argothy Silvia San Román Alejandra Colina Elena Piedra Alejandro Pacheco Lizethe Méndez Heras María Barroso González René Garzozi-Pincay
Palacky University, Czech Republic Universidad de La Haya, Netherlands Universidad Complutense de Madrid, Spain CNT EP, Ecuador Tecnológico de Monterrey, Mexico Universidad Técnica de Ambato, Ecuador Universidad de Granada, Spain Universidad Ecotec, Ecuador Universidad Ecotec, Ecuador Universidad Ecotec, Ecuador Universidad Ecotec, Ecuador Universidad de Huelva, Spain Universidad Estatal Península de Santa Elena,
Ecuador 6th International Workshop on Data Engineering and Analytics (WDEA)
Ixent Galpin Jorge Ivan Romero Gélvez
Gabriel Piñeres-Espitia Hector Florez Javier Riascos Jorge Herrera Cuartas Jose Alejandro Calderón Marco Tulio Teran de la Hoz Olmer García Bedoya
Universidad de Bogotá - Jorge Tadeo Lozano, Colombia Universidad de Bogotá - Jorge Tadeo Lozano, Colombia Universidad de Bogotá - Jorge Tadeo Lozano, Colombia Samay Health, United States Universidad de Bogotá - Jorge Tadeo Lozano,
Colombia 3rd International Workshop on Intelligent Transportation Systems and Smart Mobility Technology (WITS 2024)
Juan Camilo Ramírez Alejandra Baena
Juan Camilo Ramírez Alejandra Baena Sergio Díaz Carlos Díaz César Orlando Díaz Karen Beltrán Hugo Martinez Omar Rey
Universidad Antonio Nariño, Colombia Universidad Antonio Nariño, Colombia Corporación Universitaria del Meta (UNIMETA), Colombia Universidad ECCI, Colombia Corporación Universitaria del Meta (UNIMETA), Colombia Universidad Nacional Abierta y a Distancia, Colombia Escuela Superior de Administración Pública,
Colombia 4th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2024) Ma Florencia Pollo-Cattaneo Luciano Straccia Universidad Nacional de Río Negro, Argentina Universidad Tecnológica Nacional Facultad Regional del Neuquén, Argentina Universidad Abierta Interamericana, Argentina, and Universidad Nacional de Quilmes, Argentina Universidad Nacional de Hurlingham, Argentina 1st International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD)
Marcelo León Castro Efrén Mendoza Tarabó
Miriam Sarabia Molina Carla Ricaurte Quijano Guillermo Félix Mendoza
Universidad Estatal Península de Santa Elena, Ecuador Universidad Estatal Península de Santa Elena, Ecuador Universidad Estatal Península de Santa Elena, Ecuador Escuela Superior Politécnica del Litoral, Ecuador Escuela Superior Politécnica Agropecuaria de Manabí, Ecuador Pablo Manzano Insuasti Yasser Alfonso Vásquez Pablo Quezada Sarmiento Paulina León Castro
Universidad Nacional de Chimborazo, Ecuador Universidad de la Habana, Cuba Universidad Intercultural de Nacionalidades y Pueblos Indígenas Amawtay Wasi, Ecuador Gobierno Autónomo Descentralizado Provincial de Santa Elena, Ecuador 1st International Workshop on Systems Engineering Applied to Internet of Health Things (WSEAI)
Rossana M. C. Andrade Carla Taramasco Evilásio Costa Júnior
Universidad Distrital Francisco Jose de Caldas, Bogotá, Colombia
Table of Contents 5th International Workshop on Applied Artificial Intelligence (WAAI 2024)
A Machine Learning-Based Clinical Decision Support System for Mental Health Risk Profiling
Integrated Thermal Monitoring System for Solar PV Panels: An Approach Based on TinyML and Edge Computing
SnapChef: AI-powered Recipe Suggestions Santiago Ruiz-Rincón and Ixent Galpin 1 14 28 41 54 65 6th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2024) Analysis of the Relationship between Productivity and the Work Environment in Ecuador by 2022
Complex Networks as a Methodology for Social Studies: The Case of ‘Son de Amores’
Evaluation by an Expert Panel of Agroecological Practices in Olive Groves from an Environmental, Economic and Technical Feasibility Perspective
Export Destination and Firm Performance: The Case of Ecuador and the United States
Georeferencing of Savings Banks and their role in Financial Inclusion in the Salinas Canton
GIS Application for Groundwater Information Processing and Sustainable use in Rural Communities
Media Competencies and Social Development: A Systematic Review
The Processes of Real Estate Expropriation and the Fair Price: Case of the Decentralized Autonomous Government of the Municipality of Ambato Fanny Perez, Marcelo Leon, Vladimir Salazar-Gonzalez and Andrea Macias 74 90 101 116 127 138 6th International Workshop on Data Engineering and Analytics (WDEA 2024)
A Markovian Model for Oil Wells Failure and Production Losses Prediction in an Oil Field in Colombia
An Empirical Assessment of Discriminative Deep Learning Models for Multiclassification of COVID-19 X-rays
Data-Driven Insights into Deforestation: Predictive Modeling in Colombian Regions
Enhancing Workplace Safety through Automated Personal Protective Equipment Detection
Evaluating Reforestation Techniques in Arid Regions of Kenya and Tanzania through Remote Sensing
Analysis of the Current State of Knowledge Management Methods and Techniques Applied in Argentinian Work Cooperatives
3rd International Workshop on Intelligent Transportation Systems and Smart Mobility Technology (WITS 2024) Traffic Forecasting in Bogota, Colombia, with Attention Temporal Graph Convolutional Networks (A3T-GCN)
4th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2024) 165 179 195 210 222 Comparative Study of Tools for the Integration of Linked Open Data: Case study with Wikidata Proposal
Innovation and Knowledge Management (IKM) in Higher Education: A Crucial Bibliometric Analysis for the Time Frame 1997– 2024
Knowledge Management: Innovation, Technology and Ontologies
Study of the Diagnosis of Knowledge Management in Software Development Companies Lautaro Ignacio Ferrer 253 264 280 289 302 1st International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD 2024) Bibliometric Analysis of Gastronomic Heritage: Evolution and Patterns for Tourism Destinations
1st International Workshop on Systems Engineering Applied to Internet of Health Things (WSEAI 2024)
Analytical Model and Reference Architecture for QoL-based Systems
FallReportAPI: Integration of Digital Health Systems for Fall Detection in Hospital Systems
IoT Solutions to Assist Patients with Diabetic Foot: A Systematic Mapping
PARTNER: Development Platform for Self-Adaptive IoHT Application Microservices
3rd International Workshop on Systems Modeling (WSM 2024) Towards a System for Measuring Source Code Quality