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Sapiezynski et al., 2019 - Google Patents

Quantifying the impact of user attentionon fair group representation in ranked lists

Sapiezynski et al., 2019

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Document ID
2250726549614134955
Author
Sapiezynski P
Zeng W
E Robertson R
Mislove A
Wilson C
Publication year
Publication venue
Companion proceedings of the 2019 world wide web conference

External Links

Snippet

In this work, we introduce a novel metric for auditing group fairness in ranked lists. Our approach offers two benefits compared to the state of the art. First, we offer a blueprint for modeling of user attention. Rather than assuming a logarithmic loss in importance as a …
Continue reading at arxiv.org (PDF) (other versions)

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    • G06Q30/00—Commerce, e.g. shopping or e-commerce
    • G06Q30/02—Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
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