/Resolving-Conflicts-in-Heterogeneous-Data--CRH_Framework

Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation

Primary LanguageJupyter Notebook

Resolving-Conflicts-in-Heterogeneous-Data--CRH_Framework

Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation. The implementation of "Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation" - by Qi Li1, Yaliang Li1, Jing Gao1,et. all, in PYTHON is given in the notebook file

IMPORTANT:

1)The corresponding paper of the implementation is cited in the folder 2)The Dataset is uploaded as two text files , weather_ground_truth & weather_data_set 3)The results of implementation in Python=3.7 is snipped and attached as "CRH_RESULTS.png"

NOTE:

  1. ingnore a error in ln[69] , proceed to execute rest of the cells
  2. the weight results are calculated using numerical data by applying the given algorithm in the paper