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A causal linear model to quantify edge unfairness for unfair edge prioritization

2022-07-19 01:56:00 【Chubby Zhu】

The main idea ： The fraction of the edge given in the cause and effect diagram , Calculate the weighted sum of all scores （w） Generate the conditional probability table of each node （CPT）. Compare the same node with different CPT Judge whether there is unfairness , An algorithm is proposed to find unfair edges . The other is to magnify the effect of unfair edges , Help decision makers choose potential problems that need to be solved , The second algorithm in this paper solves this problem . After finding the unfair side , Set it to 0 To eliminate injustice , Algorithm 3.