Topic Modeling

From this page, you can download all the codes we developed in the study: "A high-reproducibility and high-accuracy method for automated topic classification".

TopicMapping as well as the programs for validating the algorithms

can be downloaded from this link or from this bitbucket repo.

The program comes with instructions to compile and run TopicMapping (ReadMe.pdf).

For the tests, please read Testing/comparing/ReadMe.txt and Testing/synthetic_corpuses/ReadMe.txt.

Also, most of the codes used in our numerical experiments are available from this other repo.

This is made available mostly to researchers who aim to reproduce our results,

and therefore this code is not maintained.

The documents from Web of Science can be downloaded from here.