Exploring Graph Based Approaches for Author Name Disambiguation
Chetanya Rastogi Prabhat Agarwal Shreya Singh
In many applications, such as scientific literature management, researcher
search, social network analysis and etc, Name Disambiguation (aiming at
disambiguating WhoIsWho) has been a challenging problem. In addition, the
growth of scientific literature makes the problem more difficult and urgent.
Although name disambiguation has been extensively studied in academia and
industry, the problem has not been solved well due to the clutter of data and
the complexity of the same name scenario. In this work, we aim to explore
models that can perform the task of name disambiguation using the network
structure that is intrinsic to the problem and present an analysis of the
models.