Figure 1
The diagram presents multiple labeled sections arranged vertically, each connected by horizontal lines to corresponding textboxes on the right. At the top, the section labeled “VISUALIZATION” connects to a central box containing three icon graphics of charts and dashboards. This box connects to a right-side textbox labeled “Real-time dashboard creation for semantic descriptions and predictive signals”. Below it, the section labeled “VALIDATION” connects to a textbox labeled “Validation Models” with a bar chart icon, which connects to a right-side textbox labeled “Model Validation”. Below this, the section labeled “MODELING” connects to a textbox containing “Advanced Analysis Models”, “Explicative Models”, “Business Models”, and a flower-like icon. This connects to a right-side textbox labeled “Descriptive and predictive statistical learning models”. Below this, the section labeled “LAKING” connects to a larger textbox containing “Intelligent data preparation”, “Semantic integration”, “Data exploration”, “Data transformation”, “Data Integration”, “Data Lake”, “Data N o S q l”, “Data Lakehousing”, and a stacked bar icon. This connects to a right-side textbox labeled “Data Lake Integration of Geo-Temporal Data Sources”. Below this, the section labeled “REFERENCING” connects to a textbox containing “Geo-timing”, “Quality”, “Data Masking”, “Data Catalog”, and a gear icon. This connects to a right-side textbox labeled “Quality control and geo-temporal referencing”. Below this, the section labeled “BROKERING” connects to a textbox containing “Web connector”, “D B connector”, “A P I connector”, “I o T connector”, and a database icon. This connects to a right-side textbox labeled “Research and mediation of useful data sources”. At the bottom, a wide box labeled “DATA SOURCES” contains “Copernicus”, “Social media”, “I STAT/Eurostat”, and “etc”, along with icons representing different data types and devices. Below the main diagram, three horizontal sections provide additional information. The left section labeled “DATA ACCESS AND SECURITY” contains: “Secure data transfer to the AMELIA platform”, “Interoperability and Secure Multi-Party Computation”, “G D P R compliant masking and anonymization”, and “Controlled and transparent data access”. The middle section labeled “CREATION AND DATA PROCESSING” contains: “Advanced visualization tools”, “Dashboards with semantic description”, “Data analysis from different domains”, “Easy saving, exporting and reusing of results”, and “Customization of data activities”. The right section labeled “CREATION AND DATA PROCESSING” contains: “Data ecosystem from heterogeneous sources”, “Data and model preparation and validation”, “Analysis and services for research”, “Policy evaluation”, “Enrichment and data”, and “Interface with users”. The diagram shows grouped components and their corresponding descriptions without indicating a specific directional flow.AMELIA structure (Fondazione GRINS, 2025)