linqs/chowdhury-cikm20

This will contain data and code to replicate chowdhury-cikm20 paper

chowdhury-cikm20

This will contain data and code to replicate chowdhury-cikm20 paper

Joint Estimation of User And Publisher Credibility for Fake News Detection, Rajdipa Chowdhury, Sriram Srinivasan, and Lise Getoor, CIKM 2020; https://linqs.github.io/linqs-website/publications/#id:chowdhury-cikm20

Pre-requisite: Java installed, postgres installed

ensure you have a postgres database with name psl details : https://linqs-data.soe.ucsc.edu/psl-docs/wikis/psl-wiki-2.1.0.html#UsingPostgreSQLwithPSL

To run and replicate results (dataset=BuzzFeed or PolitiFact):

cd ${dataset}/cli/

bash run_all.sh

The ipynb file is a R backend notebook used to run logistic-regression and generate 30-fold dataset which is present in ${dataset}/data