Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge

Cara Leigh Widmer, Md. Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon S. Minnery, Pascal Hitzler, Joshua Schwartz, Michael L. Raymer. Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge. J. Web Sem., 79:100807, December 2023. [doi]

@article{WidmerSNFJMHSR23,
  title = {Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge},
  author = {Cara Leigh Widmer and Md. Kamruzzaman Sarker and Srikanth Nadella and Joshua Fiechter and Ion Juvina and Brandon S. Minnery and Pascal Hitzler and Joshua Schwartz and Michael L. Raymer},
  year = {2023},
  month = {December},
  doi = {10.1016/j.websem.2023.100807},
  url = {https://doi.org/10.1016/j.websem.2023.100807},
  researchr = {https://researchr.org/publication/WidmerSNFJMHSR23},
  cites = {0},
  citedby = {0},
  journal = {J. Web Sem.},
  volume = {79},
  pages = {100807},
}