Knowledge-Driven Data Ecosystems Toward Data Transparency

A data ecosystem (DE) offers a keystone-player or alliance-driven infrastructure that enables the interaction of different stakeholders and resolution interoperability issues among shared data. However, despite years research in governance management, trustability is still affected by absence transparent traceable data-driven pipelines. In this work, we focus on requirements challenges DEs face when ensuring transparency. Requirements are derived from organizational as well broader legal ethical considerations. We propose novel knowledge-driven DE architecture, providing pillars for satisfying analyzed requirements. illustrate potential our proposal real-world scenario. Last, discuss rate proposed architecture fulfillmentof these