Explainable Machine Reasoning through the Application of Linked Data (EMERALD)

Description:

Some resources are available from https://github.com/md-k-sarker/ECII-Pipeline.

A knowledge graph generated from the Wikipedia category hierarchy: https://mdkzaman.com/knowledge-graph-from-wikipedia-category-hierarchy/ - direct download of resulting hierarchy and hierarchy with corresponding Wikipedia page references.

Funding Agency:

DoD

From:

August, 2019

To:

October, 2021

Publications

C. Widmer, Sarker, M. K., Nadella, S., Fiechter, J., Juvina, I., Minnery, B., Hitzler, P., Schwartz, J., and Raymer, M., “Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge”, Journal of Web Semantics, vol. 79:100807, 2023.
Towards_human_compatible_XAI.pdf (1.06 MB)