Game-theoretic analysis of diversification in competitive search reveals a diversity-stability tradeoff, with a new method to guarantee corpus equilibrium.
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Derives three EVPI-based stopping policies for document screening and shows higher net utility than recall-target methods on CLEF-IP and medical review datasets.
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Stability in Competitive Search with Results Diversification
Game-theoretic analysis of diversification in competitive search reveals a diversity-stability tradeoff, with a new method to guarantee corpus equilibrium.
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Decision-Theoretic Stopping Rules for Document Screening
Derives three EVPI-based stopping policies for document screening and shows higher net utility than recall-target methods on CLEF-IP and medical review datasets.