Kind of hacky but I built something similar to apply the page rank algorithm to the authors referenced between books of various topics, here's the result for science:

https://camjohnson26.github.io/author-graph/science/

https://github.com/CamJohnson26/author-graph

Clearly needs a lot of data clean up but still was very helpful for discovering important scientists and their approximate relative impact