TrAnET: Tracking and Analyzing the Evolution of Topics in Information Networks

Dataset

The dataset is available in the dataset folder and is encoded in the ArnetMiner v8 format.

To unzip

cat merged-dataset-v8-splitted.z* > merged-dataset-v8-splitted-complete.zip
unzip merged-dataset-v8-splitted-complete.zip

Installation

Install dependencies

pip install -r requirements.txt

Download the nltk data:

a) open a python shell

python

b) import nktk and download lemmer data

import nltk
nltk.download('wordnet')
nltk.download('punkt')

For ubuntu users

Install python3-dev:

sudo apt-get install python3-dev

Run the demo

1. Complete the config.py file with requested information

2. Ingest the dataset executing data_ingestion.main()

3. Run the notebook jupyter notebook notebook