English

Grounding Explainability Within the Context of Global South in XAI

Human-Computer Interaction 2022-05-17 v1 Artificial Intelligence

Abstract

In this position paper, we propose building a broader and deeper understanding around Explainability in AI by 'grounding' it in social contexts, the socio-technical systems operate in. We situate our understanding of grounded explainability in the 'Global South' in general and India in particular and express the need for more research within the global south context when it comes to explainability and AI.

Keywords

Cite

@article{arxiv.2205.06919,
  title  = {Grounding Explainability Within the Context of Global South in XAI},
  author = {Deepa Singh and Michal Slupczynski and Ajit G. Pillai and Vinoth Pandian Sermuga Pandian},
  journal= {arXiv preprint arXiv:2205.06919},
  year   = {2022}
}

Comments

4 pages, Presented at CHI 2022 Workshop on Human-Centered Explainable AI (HCXAI): Beyond Opening the Black-Box of AI