A Generative AI Application for Qualitative Automatic Population of Multimedia Knowledge Graphs

This research proposes using generative AI (AI systems that can create new content) to automatically build multimedia knowledge graphs (MKGs, which are tools that organize data by showing how images, text, and other media relate to each other). The approach uses a quality index (QI, a computed score that measures how good generated images are) to evaluate synthetic images, reducing manual review work while keeping expert judgment for difficult or safety-critical decisions.