BDIViz is a powerful, interactive tool designed as an extension to BDIKit to assist biomedical researchers and domain experts in performing schema matching tasks. Built to address the challenges of matching complex biomedical datasets, BDIViz leverages a visual approach to streamline the process and enhance both speed and accuracy.
Key features of BDIViz include:
- Interactive Heatmap for exploring and comparing matching candidates.
- Value Comparisons Panel for analyzing similarities between attributes.
- Detailed Analysis Panel offering in-depth insights into attribute value distributions.
- Filtering & Refinement Tools to customize and adjust matching candidates based on datatype and similarity scores.
- Expert-in-the-Loop Workflow allowing users to iteratively accept, reject, or refine matches, keeping the expert in control of decision-making.
BDIViz is designed to be integrated with Python notebooks, providing a flexible and easy-to-use tool for domain-specific schema matching in biomedical research and beyond.