This repository includes data and source code for the WSDM'20 paper:
Mengting Wan, Jianmo Ni, Rishabh Misra, Julian McAuley, "Addressing Marketing Bias in Product Recommendations", in Proceedings of 2020 ACM Conference on Web Search and Data Mining (WSDM'20), Houston, TX, USA, Feb. 2020.
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Two processed datasets ModCloth and Electronics are included under ~/data.
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Statistical analysis regarding marketing bias and consumer behavior in the datasets is included in analysis.ipynb.
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The algorithm is implemented in tensorflow 1.13 (under ~/src). Please refer jobs.sh and see how to run the scripts.
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More details please consult in the paper "Addressing Marketing Bias in Product Recommendations".