Simulation of Research Activities with LLM x Tree Search

I received a direct message, and I think it might be better to respond here. Analyzing research development through a network built from Wikipedia, as discussed in Dani Bassett’s paper, could be a valuable reference.

Using LLM to analyze how the explored areas progress based on information from other research papers seems to offer a more quantitative approach and could intersect with traditional methods. It would be interesting to see the results of exploring specific areas based on the network and how they unfold.

While I’m not familiar with research simulations, there might be something valuable to discover by following this research path.

For more information, you can refer to the paper.

  • Historical Growth of Concept Networks in Wikipedia