LIST-Durant-MC1



Eloi Durant - LIST, Esch-sur-Alzette, Luxembourg

 Nicolas Medoc - Luxembourg Institute of Science and Technology, Belvaux, Luxembourg

 Mohammad Ghoniem - Luxembourg Institute of Science and Technology, Belvaux, Luxembourg

 Room: Bayshore II

2024-10-13T12:30:00ZGMT-0600Change your timezone on the schedule page
2024-10-13T12:30:00Z

Abstract

VAST Challenge 2024’s Mini-Challenge 1 (MC1) aimed at discovering bias within a knowledge graph made of nodes and multi-edges extracted by two LLMs from articles related to fishing practices. Traditional force-based layouts lead to much visual clutter due to the overabundance and diversity of edges. Instead, we modeled the graph as a multilayer network and arrange multi-edges in clustered adjacency grids where glyphs summarize edge aspects. Our interactive web application supports network exploration, pattern comparison, and outlier identification. Additionally, we used Papyrus, a corpus visualization tool to link topics to their sources, and discovered that analyst ‘Harvey Janus’ falsified edges related to SouthSeafood Express Corp, a company caught fishing illegally.