Technologies and Innovation

This book constitutes the refereed proceedings of the 11th International Conference on Technologies and Innovation, CITI 2025, in Guayaquil, Ecuador, during December 2025.

The 17 full papers were presented in this volume were carefully reviewed and selected from 43 submissions. They were organized in the following topical sections as follows: Artificial Intelligence in Agriculture; Artificial Intelligence Applications in Education; Social Network Analysis and Content Detection; Computer Vision and Signal Processing; IoT, Smart Cities and Predictive Systems.

Klappentext

.- Artificial Intelligence in Agriculture. .- Comparative Analysis of Vision Transformer (ViT) and Traditional Machine Learning Models for the Automatic Classification of Grape Varieties. .- Computer Vision and Deep Learning for Fungal Detection in Forest Crops: A Literature Review. .- Systematic review of artificial intelligence tools applied to the classification, quality control, and shelf life prediction of post-harvest agricultural products (2000–2025). .- Mobile technologies in agriculture: A systematic review with a focus on digital tools for banana cultivation. .- Artificial Intelligence Applications in Education. .- OIDHE: An Ontology for Instructional Design in Higher Education. .- Semantic Expansion of Adult Student Profiles for Professional Support Tool for Andragogues. .- Deep Learning Predictive Model for Academic Tutoring based on Historical Data. .- Turning Data into Action: An Early Warning System to Prevent University Dropout Using Machine Learning. .- Immersive Metaverse Environment Integrated and Interactive Web Integration for Cognitive Learning in Algebra. .- Social Network Analysis and Content Detection. .- Constructing and Editing Directed Follower Networks from Twitter (X) Reply Threads: An Interactive Visualisation Tool. .- Approach to automatic detection of hate speech using LLM: A study case in Panama. .- Hybrid AI Framework for Environmental Misinformation Detection. .- Computer Vision and Signal Processing. .- Human Skin Recognition comparing five Color Spaces to choose the optimal one, implementing Computer Vision Techniques. .- Pilot Study of a Multitasking Framework for the Simultaneous Vocal Assessment of Chronic Pain, Presbyphonia, and Gender: A Feasibility Analysis of 256 Clinical Samples. .- IoT, Smart Cities and Predictive Systems. .- Man-in-the-Middle Attacks on IoT Devices: Message Manipulation and Vulnerabilities in the MQTT Protocol - An Experimental Case Study. .- Predictive and Prescriptive Analytics for Precipitation in Andean Areas: Integration of Meteorological Big Data. .- Validation of an Ambient Intelligence System applied to the prediction of electronic Waste in Smart Cities.

Inhalt

.- Artificial Intelligence in Agriculture.

.- Comparative Analysis of Vision Transformer (ViT) and Traditional Machine Learning Models for the Automatic Classification of Grape Varieties.

.- Computer Vision and Deep Learning for Fungal Detection in Forest Crops: A Literature Review.

.- Systematic review of artificial intelligence tools applied to the classification, quality control, and shelf life prediction of post-harvest agricultural products (20002025).

.- Mobile technologies in agriculture: A systematic review with a focus on digital tools for banana cultivation.

.- Artificial Intelligence Applications in Education .

.- OIDHE: An Ontology for Instructional Design in Higher Education.

.- Semantic Expansion of Adult Student Profiles for Professional Support Tool for Andragogues.

.- Deep Learning Predictive Model for Academic Tutoring based on Historical Data.

.- Turning Data into Action: An Early Warning System to Prevent University Dropout Using Machine Learning.

.- Immersive Metaverse Environment Integrated and Interactive Web Integration for Cognitive Learning in Algebra.

.- Social Network Analysis and Content Detection .

.- Constructing and Editing Directed Follower Networks from Twitter (X) Reply Threads: An Interactive Visualisation Tool.

.- Approach to automatic detection of hate speech using LLM: A study case in Panama.

.- Hybrid AI Framework for Environmental Misinformation Detection.

.- Computer Vision and Signal Processing .

.- Human Skin Recognition comparing five Color Spaces to choose the optimal one, implementing Computer Vision Techniques.

.- Pilot Study of a Multitasking Framework for the Simultaneous Vocal Assessment of Chronic Pain, Presbyphonia, and Gender: A Feasibility Analysis of 256 Clinical Samples.

.- IoT, Smart Cities and Predictive Systems .

.- Man-in-the-Middle Attacks on IoT Devices: Message Manipulation and Vulnerabilities in the MQTT Protocol - An Experimental Case Study.

.- Predictive and Prescriptive Analytics for Precipitation in Andean Areas: Integration of Meteorological Big Data.

.- Validation of an Ambient Intelligence System applied to the prediction of electronic Waste in Smart Cities.