Topic: Evaluation Methods for Explainability across Different Domains

Topic: Evaluation Methods for Explainability across Different Domains

Personal details

Title Evaluation Methods for Explainability across Different Domains
Description
‒Motivation
      ‒Growing demand for transparent and explainable autonomous systems
      ‒Diverse application areas (XAI, robotics, IOT, etc.) with unique requirements
‒Objective
    ‒Provide a comprehensive overview of explainability evaluation methods
   ‒Compare different evaluation metrics & approaches in different domains
   ‒Expected results:
  • classification of explainability evaluation methods based on use cases, stakeholders, etc.
  • A recommendation system: input = parameters that describe stakeholder, objective, use case etc, output = suggested evaluation methods, maybe ranked
  • future roadmap of explainability evaluation

 
Home institution Department of Computing Science
Associated institutions
Type of work conceptual / theoretical
Type of thesis Bachelor's
Author M. Sc. Mahsa Moazez
Status available
Problem statement
Requirement
Created 06/05/25

Study data

Departments
  • Didaktik der Informatik
Degree programmes
  • Dual-Subject Bachelor's Programme Computing Science
  • Bachelor's Programme Computing Science
Assigned courses
Contact person