The purpose of this project is to construct a ranking metric to evaluate academic papers and researchers using available data in citation network dataset.
- python >=3.0
- Networkx A Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
- Operating Systems: Ubuntu 18.04
- Processor: Intel i7 Quad Core
- RAM: 8 GB DDR3
- Downloading Datasets
- Download DBLP citation network dataset version 10 from: DBLP_v10
- Running the python notebook
- The notebook will load the data from the respective folders in to pandas dataframe.
- It will run each model described in the report and stores all the intermediate files.
- Finally it will generate all the plots and tables given in the report and store them in the output folder.
Apache