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This book constitutes the refereed proceedings of the 13th Ecuadorian Conference on Information and Communication Technologies, TICEC 2025, held in Quito, Ecuador, during October 16-17, 2025. The 30 full papers included in this book were carefully reviewed and selected from 104 submissions. They were organized in topical sections as follows: Artificial Intelligence and Data Science; E-Learning; ICT Applications; Software; and Doctoral Consortium.
This book constitutes the refereed proceedings of the 13th Ecuadorian Conference on Information and Communication Technologies, TICEC 2025, held in Quito, Ecuador, during October 16-17, 2025.
The 30 full papers included in this book were carefully reviewed and selected from 104 submissions. They were organized in topical sections as follows: Artificial Intelligence and Data Science; E-Learning; ICT Applications; Software; and Doctoral Consortium.
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Inhaltsangabe
. Artificial Intelligence and Data Science. . Combining Synthetic Minority Over sampling Technique and Multinomial Naive Bayes for Sentiment Analysis on Imbalanced Social Media Datasets. . Stance EC: A Spanish Dataset of Political Discourse on X/Twitter for Stance Detec tion. . Data Science for the Analysis and Prediction of Energy Consumption in an Industrial Processing Plant. . Unveiling Seasonal Air Pollution Patterns with Data Mining. . Enriching Dataset Metadata with LLMs to Unlock Semantic Meaning. . Satellite Tile Extraction for Agricultural Monitoring Models Based on Computer Vi sion and Deep Learning. . Boosting Automatic Speech Recognition Performance for Noisy Emergency Calls with Hybrid Processing Techniques. . E Learning. . CARE+: A Methodology for AI Enhanced Learning that Develops 21st Century Competencies. . Wellness Aware Course Allocation: A Data Driven Framework for Assigning Subjects to University Professors. . Implementation of LLM based Chatbots for Academic Support in Higher Education Institutions: A Case Study. . Automated Advisor Matching for Student Theses Using Transformer Based Topic Modeling. . Optimizing Learning Analytics in Serious Games: Reengineering the MIDI am Dash board. . A Data Integration Framework to Support Accreditation and Strategic Evaluation in Higher Education Institutions: A Case Study in Ecuador. . ICT Applications. . AI BananaMapping: A Drone Based Remote Sensing System for the Automatic Detection of Moko and Black Sigatoka in Banana Crops. . Air Quality Analysis in Educational Environments Through an IoT based Monitoring System. . State of the Art of CAPTCHA as a Security Mechanism: Current Challenges and New Perspectives in Human Identification. . A Machine Learning and SUMO Based Framework for CO2 Emission Prediction in Urban Areas with Web Application Deployment. . GPT Based Semantic Similarity Analysis for Enhanced Emergency Call Response. . Machine Learning Algorithms for Predicting Agricultural Crop Production and Sales in Ecuador. . Software. . GR orbit toolkit: A Python Based Software for Simulating and Visualizing Relativ istic Orbits. . A Systematic Literature Review on the Security Weaknesses of Fully Homomorphic Encryption Schemes. . A Domain Specific Language and Model Based Engine for Implementing Container Infrastructures for Data Science Applications. . Systematic Literature Review on Innovative Techniques for Malware Prevention in Superapps: A Focus on Miniapp Threats. . Numerical Performance Analysis of the Direct and Barnes Hut Algorithm for Solving the N Body Problem. . Doctoral Consortium. . Toward an Integrated Architecture for Personalized Learning: Combining Generative AI, Gamification, and UX. . Model Driven Intelligent User Interfaces Using Machine Learning. . Multimodal Framework for supporting diagnosis and intervention of excessive use of social networks by university students. . Toward a Robust and Enhanced DevSecOps Framework. . Cost efficient SQL Engines for Big Data queries based on EMR Clusters. . A Proposed Methodology for Semantic Alignment and Specialization of Pre trained Multilingual Embeddings Using Mixture of Experts and Contrastive Learning for Legal Text Retrieval in Ecuador.
. Artificial Intelligence and Data Science. . Combining Synthetic Minority Over sampling Technique and Multinomial Naive Bayes for Sentiment Analysis on Imbalanced Social Media Datasets. . Stance EC: A Spanish Dataset of Political Discourse on X/Twitter for Stance Detec tion. . Data Science for the Analysis and Prediction of Energy Consumption in an Industrial Processing Plant. . Unveiling Seasonal Air Pollution Patterns with Data Mining. . Enriching Dataset Metadata with LLMs to Unlock Semantic Meaning. . Satellite Tile Extraction for Agricultural Monitoring Models Based on Computer Vi sion and Deep Learning. . Boosting Automatic Speech Recognition Performance for Noisy Emergency Calls with Hybrid Processing Techniques. . E Learning. . CARE+: A Methodology for AI Enhanced Learning that Develops 21st Century Competencies. . Wellness Aware Course Allocation: A Data Driven Framework for Assigning Subjects to University Professors. . Implementation of LLM based Chatbots for Academic Support in Higher Education Institutions: A Case Study. . Automated Advisor Matching for Student Theses Using Transformer Based Topic Modeling. . Optimizing Learning Analytics in Serious Games: Reengineering the MIDI am Dash board. . A Data Integration Framework to Support Accreditation and Strategic Evaluation in Higher Education Institutions: A Case Study in Ecuador. . ICT Applications. . AI BananaMapping: A Drone Based Remote Sensing System for the Automatic Detection of Moko and Black Sigatoka in Banana Crops. . Air Quality Analysis in Educational Environments Through an IoT based Monitoring System. . State of the Art of CAPTCHA as a Security Mechanism: Current Challenges and New Perspectives in Human Identification. . A Machine Learning and SUMO Based Framework for CO2 Emission Prediction in Urban Areas with Web Application Deployment. . GPT Based Semantic Similarity Analysis for Enhanced Emergency Call Response. . Machine Learning Algorithms for Predicting Agricultural Crop Production and Sales in Ecuador. . Software. . GR orbit toolkit: A Python Based Software for Simulating and Visualizing Relativ istic Orbits. . A Systematic Literature Review on the Security Weaknesses of Fully Homomorphic Encryption Schemes. . A Domain Specific Language and Model Based Engine for Implementing Container Infrastructures for Data Science Applications. . Systematic Literature Review on Innovative Techniques for Malware Prevention in Superapps: A Focus on Miniapp Threats. . Numerical Performance Analysis of the Direct and Barnes Hut Algorithm for Solving the N Body Problem. . Doctoral Consortium. . Toward an Integrated Architecture for Personalized Learning: Combining Generative AI, Gamification, and UX. . Model Driven Intelligent User Interfaces Using Machine Learning. . Multimodal Framework for supporting diagnosis and intervention of excessive use of social networks by university students. . Toward a Robust and Enhanced DevSecOps Framework. . Cost efficient SQL Engines for Big Data queries based on EMR Clusters. . A Proposed Methodology for Semantic Alignment and Specialization of Pre trained Multilingual Embeddings Using Mixture of Experts and Contrastive Learning for Legal Text Retrieval in Ecuador.
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