What Matters in Explanations: Towards Explainable Fake Review Detection Focusing on Transformers

no code implementations • 24 Jul 2024 • Md Shajalal, Md Atabuzzaman, Alexander Boden, Gunnar Stevens, Delong Du

Furthermore, the empirical user evaluation of the generated explanations concludes which important information needs to be considered in generating explanations in the context of fake review identification.

Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments

no code implementations • 23 Apr 2024 • Md Shajalal, Alexander Boden, Gunnar Stevens, Delong Du, Dean-Robin Kern

Smart home systems are gaining popularity as homeowners strive to enhance their living and working environments while minimizing energy consumption.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1

Peeking Inside the Schufa Blackbox: Explaining the German Housing Scoring System

no code implementations • 20 Nov 2023 • Dean-Robin Kern, Gunnar Stevens, Erik Dethier, Sidra Naveed, Fatemeh Alizadeh, Delong Du, Md Shajalal

Explainable Artificial Intelligence is a concept aimed at making complex algorithms transparent to users through a uniform solution.

Credit score Explainable artificial intelligence