Extending the Nested Model for User-Centric XAI: A Design Study on GNN-based Drug Repurposing

Keyphrases

• Design Considerations 100%
• Design Study 100%
• Drug Repurposing 100%
• Visual Presentation 100%
• Graph Neural Network 100%
• AI Explanation 100%
• Network-based Drug Repurposing 100%
• Nested Models 100%
• Neural Network-based 100%
• Human-Centered XAI 100%
• New Disease 50%
• Design Process 50%
• Scientific Applications 50%
• Multidisciplinary Design 50%
• Path-based 50%
• Specific Task 50%
• Design Model 50%
• Usage Scenarios 50%
• Granularity 50%
• Abstraction Layer 50%
• User Study 50%
• Visualization Design 50%
• Granularity Level 50%
• Existing Drugs 50%
• Neural Network Prediction 50%
• Nested Design 50%
• Expert Interviews 50%
• Meta-path 50%
• Visualization Layer 50%
• User-experts 50%
• Usage Context 50%
• Domain Characterization 50%
• Visual Explanation 50%
• User Usage 50%
• XAI Models 50%
• Design Layers 50%
• Rendering Algorithm 50%

Computer Science

• Graph Neural Network 100%
• Explainable Artificial Intelligence 100%
• Granularity 25%
• Visual Presentation 25%
• Artificial Intelligence 25%
• Scientific Application 12%
• Rendering Algorithm 12%
• Abstraction Layer 12%
• Literature Review 12%