Advanced Paper Analyzer takes a set of research papers and extracts its metadata to obtain information. It accesses Wikidata and ROR to expand the information and also has processes that compare the similarity between the abstracts taken from the papers and that analyze the possible topics the paper is about.
The code runs on Python 3.10, so it must be installed in the system to be able to use Advanced Paper Analyzer.
Dependencies can be installed by using Poetry. You simply must go to the root directory of the repository and run:
poetry install
Or install all dependencies with pip using requirements.txt in the root directory of the repository by running:
pip install -r requirements.txt
Grobid is used to extract metadata from the papers, which are then used for further analysis. For this reason you must install either the full or light version of the Grobid 0.8.0 Docker image. To run Grobid use one of this commands depending on version you have:
Full image: https://hub.docker.com/r/grobid/grobid
Light image: https://hub.docker.com/r/lfoppiano/grobid/
Jena Fuseki is used to create the triple-store and the SPARQL endpoint, so it must be installed and run as described in the section to create the dataset
At the same time as launching Jena-Fuseki, it creates the dataset with the command:
docker run -p 3035:3030 -e ADMIN_PASSWORD=pw123 -e FUSEKI_DATASET_1=KG_dataset stain/jena-fuseki