This is a TensorFlow implementation of our manuscript:
An Unsupervised Bayesian Neural Network for Truth Discovery in Social Networks
IMDB
IMDB agent observations : DataACT_Real_Modify_Level2.csv
IMDB network : YObs_Real_Filter_Edges_Modify.csv
CF
CF agent observations : CF.csv
CF network : CF_topology.csv
SP
SP agent observations : SP.csv
SP network : SP_topology.csv
Data preprocessing code used to generate adjacency matrices: DataProcess_TruthDiscovery.py
Deep Truth Discovery code on three datasets:
CF: python DTD_CF.py
IMDB: python DTD_level2.py
SP: python DTD_SP.py