KOSMOS 2.0: Experimental Design and Development of an Intelligent Adaptive Scoring System Based on AI Technologies, Neural Networks, and Statistical Models
Kosmos 2.0 has the overarching objective of the experimental design and development of an intelligent adaptive scoring system, aimed at improving decision-making in educational financing processes. This system is based on advanced technologies such as artificial intelligence, neural networks, and statistical models, enabling more accurate, personalized, and operationally aligned assessments. This project is co-financed by the European Regional Development Fund (ERDF) through the Centre for the Development of Technology and Innovation (CDTI).
PROJECT DETAILS
Duration: 01/04/2024 to 01/04/2025
Total Investment: €590,020.90
European Union Funding: €341,550.14
Project Implementation Location: Madrid, Spain
ADAPTIVE SCORING
Main Objectives
In-depth research into Deep Learning statistical models
Development of a dynamic and adaptive scoring model
Design and implementation of a partner evaluation system
We have developed an innovative dynamic scoring system that personalizes assessments based on the type of training program and each student’s profile, ensuring more accurate and effective decision-making. In addition, we have implemented advanced dashboards that provide a clear, real-time view of the performance of our partner training institutions, fostering continuous improvement.
PROJECT SCOPE
Planned scope: Preliminary research and analysis of technical requirements.
Actual scope: Comprehensive identification of detailed requirements and available market tools.
Planned scope: Statistical study of the current model.
Actual scope: Statistical analysis of the available data sample and development of a decision-tree-based scoring system.
Planned scope: Development of new models and backtesting using historical data.
Actual scope: Execution of backtesting tests to assess the reliability of the implemented scoring system.
Planned scope: Development of the partner evaluation model.
Actual scope: Development of dashboards and metrics for monitoring and evaluating partner training institutions.
