PatentsView-Evaluation: Evaluation Datasets and Tools to Advance Research on Inventor Name Disambiguation
This provides standardized evaluation resources for researchers working on inventor name disambiguation, but it is incremental as it builds upon existing systems like PatentsView.org.
The authors tackled the problem of evaluating inventor name disambiguation systems by introducing PatentsView-Evaluation, a Python package that provides benchmark datasets and tools, resulting in improved access to high-quality evaluation data and standards for research advancement.
We present PatentsView-Evaluation, a Python package that enables researchers to evaluate the performance of inventor name disambiguation systems such as PatentsView.org. The package includes benchmark datasets and evaluation tools, and aims to advance research on inventor name disambiguation by providing access to high-quality evaluation data and improving evaluation standards.