Integrated Data Ecosystems and Semantic Harmonization

Integrated Data Ecosystems (IDE) facilitate holistic insights through semantic alignment of external data source information; academics define the term, explore components, and identify stakeholders and roles. As the quantity of stored data grows, complexity compounds. Often, organizations work in silos, analyzing and querying datasets that lack connections, resulting in knowledge fragmentation and limited insights. However, integrated data ecosystems democratize knowledge and empower decision makers.