Be causal: De-biasing social network confounding in recommendation

Keyphrases

• Social Networks 100%
• Confounding 100%
• Debiasing 100%
• Missing at Random 80%
• Bias Network 80%
• Copyright 20%
• Computing Machinery 20%
• Network Perspective 20%
• Causal Analysis 20%
• Causal Inference 20%
• Rating Prediction 20%
• Missing Entries 20%
• Heuristic Model 20%
• Item Features 20%
• Recommendation System 20%
• Selection Bias 20%
• User Feature 20%
• Recommendation Performance 20%
• Representation Learning 20%
• Unequal Representation 20%
• Randomized Setting 20%
• Deconfounding 20%
• Exposure Model 20%
• Reweighting Strategy 20%
• Auxiliary Network 20%

Computer Science

• Social Network 100%
• Common Practice 50%
• Computing Machinery 50%
• Representation Learning 50%
• Information Exposure 50%
• Causal Analysis 50%
• Random Problem 50%

Mathematics

• Confounding 100%
• Confounders 40%
• Robust Test 20%
• Missing At Random 20%
• Causal Inference 20%
• Representation Learning 20%