6^th International Conference on Applied Informatics

26 to 28 October 2023
Universidad Ecotec
Guayaquil, Ecuador BLENDED

Accepted Papers

Artificial Intelligence

• A Feature Selection Method Based on Rough Set Attribute Reduction and Classical Filter-based Feature Selection for Categorical Data Classification
  • Oluwafemi Oriola, Eduan Kotzé, Ojonoka Atawodi
• A semantic enhanced course recommender system via knowledge graphs for limited user information scenarios
  • Juan Sanguino, Ruben Manrique, Olga Mariño
• Enhancing Face Anti-Spoofing systems through synthetic image generation
  • César Vega, Ruben Manrique
• Identifying Public Tenders of Interest using Classification Models: A Comparative Analysis
  • Yeersainth Figueroa-Gómez, Ixent Galpin
• Mapping Brand Territories using ChatGPT
  • Luisa Fernanda Rodriguez-Sarmiento, Ixent Galpin, Vladimir Sanchez-Riaño
• Predictive Modeling for Detection of Depression Using Machine Learning
  • Martín Di Felice, Ariel Deroche, Ilan Trupkin, Parag Chatterjee, María F. Pollo-Cattaneo
• Stock Price Prediction: Impact of Volatility on Model Accuracy
  • Juan Parada-Rodriguez, Ixent Galpin

Data Analysis

• Automated diagnosis of prostate cancer using Artificial Intelligence. A systematic literature review
  • Salvador Soto, Maria F. Pollo-Cattaneo, Fernando Yepes-Calderon
• Bullish Price Patterns in the NASDAQ-100 Stock Index Evaluated through Genetic Algorithm
  • Franklin Gallegos-Erazo, Jean Anastacio-Aquino, Rene Calero-Córdova
• From Naive Interest to Shortage during COVID-19: A Google Trends and News Analysis
  • Alix E. Rojas, Lilia Carolina Rojas-Pérez, Camilo Mejia-Moncayo
• Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction
  • Yahya Aalaila, Ismail Bachchar, Hind Raki, Sami Bamansour, Mouad Elhamdi, Kaoutar Benghzial, MacArthur Ortega-Bustamante, Lorena Guachi-Guachi, Diego H. Peluffo-Ordóñez
• Measuring the Impact of Digital Government Service: A Scientometric Analysis for 2023
  • Narendra Nafi Gumilang, Achmad Nurmandi, Muhammad Younus, Aulia Nur Kasiwi
• Using polarization and alignment to identify quick-approval law propositions: An open linked data application
  • Francisco Cifuentes-Silva, José Emilio Labra Gayo, Hernán Astudillo, Felipe Rivera-Polo
• Utilizing Chatbots as Predictive Tools for Anxiety and Depression: A Bibliometric Review
  • María de Lourdes Díaz Carrillo, Manuel Osmany Ramírez Pírez, Gustavo Adolfo Lemos Chang

Decision Systems

• A Bio-Inspired-based Salp Swarm Algorithm Enabled with Deep Learning for Alzheimer’s Classification
  • Joseph Bamidele Awotunde, Sunday Adeola Ajagbe, Hector Florez
• A Scientometric Analysis of Virtual Tourism Technology Use in The Tourism Industry
  • Sri Sulastri, Achmad Nurmandi, Aulia Nur Kasiwi
• A tool to predict payment default in financial institutions
  • Dulce Rivero, Laura Guerra, Willi Narvaez, Stalin Arciniegas
• Ensuring Intrusion Detection for IoT Services through an Improved CNN
  • Sunday Adeola Ajagbe, Joseph Bamidele Awotunde, Hector Florez
• Prediction Value of a Real Estate in the city of Quito Post Pandemic
  • Wladimir Vilca, Joe Carrion-Jumbo, Diego Riofrío-Luzcando, César Guevara
• Simulation model to assess household water saving devices in Bogota city
  • Andrés Chavarro, Mónica Castañeda, Sebastian Zapata, Isaac Dyner
• Towards Reliable App Marketplaces: Machine Learning Based Detection of Fraudulent Reviews
  • Angel Fiallos, Erika Anton

Enterprise Information Systems Applications

• Challenges to use Role Playing in Software Engineering Education: A Rapid Review
  • Mauricio Hidalgo, Hernán Astudillo, Laura M. Castro
• Effects of Facial Biometric System at Universidad Técnica del Norte, Ecuador: An Analysis Using the Technology Acceptance Model (TAM)
  • Garrido Fernando, Reascos Irving, Alvarez Francisco, Lanchimba Alex
• Team productivity factors in Agile Software Development: an exploratory survey with practitioners
  • Marcela Guerrero-Calvache, Giovanni Hernández
• The Internet of Things as a technological tool and its application in the management and control of data for Agriculture 4.0
  • Mauricio Alfredo Zafra-Aycardi, Dewar Rico-Bautista, Diego Armando Mejía-Bugallo, Jorge Antonio Sequeda-Serrano
• Work-Life Interference on Employee Well-Being and Productivity. A Proof-of-Concept for rapid and continuous population analysis using Evalu@
  • Fernando Yepes-Calderon, Paulo Andrés Vélez Ángel

Geoinformatics

• Prospects of UAVs in agricultural mapping
  • Paulo Escandón-Panchana, Gricelda Herrera-Franco, Sandra Martínez Cuevas, Fernando Morante-Carballo
• Comparative analysis of spatial and environmental data in informal settlements, from point clouds and RPAS images
  • Carlos Alberto Diaz Riveros, Andrés Cuesta Veleño, Julieta Frediani, Rocio Rodriguez Tarducci, Daniela Cortizo

Health Care Information Systems

• TP53 Genetic Testing and Personalized Nutrition Service
  • Jitao Yang
• Gross motor skills development in children with and without disabilities: a therapist’s support system based on deep learning and Adaboost classifiers
  • Adolfo Jara-Gavilanes, Vladimir Robles-Bykbaev
• Lung Cancer Detection: a classification approach utilizing oversampling and Support Vector Machines
  • Adolfo Jara-Gavilanes, Vladimir Robles-Bykbaev
• Classification of Brain Tumors: A Comparative Approach of Shallow and Deep Neural Networks
  • Sebastián Felipe Álvarez Montoya, Alix E. Rojas, Luis Fernando Niño Vásquez

Interdisciplinary Information Studies

• Machine Masquerades a Poet: Using Unsupervised T5 Transformer for Semantic Style Transformation in Poetry Generation
  • Agnij Moitra
• Context and characteristics of software related to Ecuadorian scientific production: A bibliometric and content analysis study
  • Marcos Espinoza-Mina, Alejandra Colina Vargas, Javier Berrezueta Varas
• Exploring the Potential of Genetic Algorithms for Optimizing Academic Schedules at the School of Mechatronic Engineering: Preliminary Results
  • Johan Alarcón, Samantha Buitrón, Alexis Carrillo, Mateo Chuquimarca, Alexis Ortiz, Robinson Guachi, D. H. Peluffo-Ordóñez, Lorena Guachi-Guachi
• Changes in the adaptive capacity of livelihood vulnerability to climate change in Ecuador's Tropical Commodity Crops: Banana and Cocoa
  • Elena Piedra-Bonilla, Yosuny Echeverría
• Under the spotlight! Facial Recognition Applications in Prison Security: Bayesian Modeling and ISO27001 Standard Implementation
  • Diego Donoso, Gino Cornejo, Carlos Calahorrano, Santiago Donoso, Erika Escobar

Learning Management Systems

• Comparative Quality Analysis of GPT-based Multiple Choice Question Generation
  • Christian Grévisse

Virtual and Augmented Reality

• Design and validation of a Virtual Reality scenery for learning radioactivity: HalDron Project.
  • Silvio Perez, Diana Olmedo, Fancois Baquero, Veronica Martinez-Gallego, Juan Lobos

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