{
  "id": 9637,
  "url": "https://doi.org/10.1016/j.cogsys.2024.101243",
  "title": "Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists",
  "summary": "The growing field of explainable Artificial Intelligence (xAI) has given rise to a multitude of techniques and methodologies, yet this expansion has created a growing gap between existing xAI approaches and their practical application. This poses a considerable obstacle for data scientists striving to identify the optimal xAI technique for their needs. To address this problem, our study presents a customized decision support framework to aid data scientists in choosing a suitable xAI approach fo",
  "authors": "Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger, Richard Röttger, Heimo Müller",
  "category": "research",
  "topics": "transparency",
  "orgs": "xai",
  "regions": null,
  "published_at": "2024-05-06T00:00:00.000Z",
  "fetched_at": "2026-07-14T16:33:57.582Z",
  "source_slug": "openalex",
  "source_name": "OpenAlex",
  "source_homepage": "https://openalex.org",
  "ethics_ai_record_url": "https://ethics.ai/record/9637",
  "original_url": "https://doi.org/10.1016/j.cogsys.2024.101243",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}