Classical retrieval and overlap measures satisfy the requirements for rankings based on a Lorenz curve |
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Authors: | Leo Egghe Ronald Rousseau |
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Institution: | 1. LUC, Universitaire Campus, B-3590 Diepenbeek, Belgium;2. UA, IBW, Universiteitsplein 1, B-2610 Wilrijk, Belgium;3. KHBO, IWT, Zeedijk 101, B-8400 Oostende, Belgium |
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Abstract: | Classical information retrieval and overlap measures such as the Jaccard index, the Dice coefficient and Salton’s cosine measure can be characterized by Lorenz curves. This result demonstrates the existence of a formal link between information retrieval and the information sciences on the one hand, and concentration and diversity theory, as used, e.g., in social economics and ecology on the other. |
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Keywords: | Information retrieval Overlap studies Presence&ndash absence data Jaccard coefficient Salton&rsquo s cosine measure Dice coefficient Lorenz curves Gini index |
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