L. Egghe

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Publications by L. Egghe (bibliography)

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Egghe, L. (1990): A New Method for Information Retrieval, Based on the Theory of Relative Concentration. In: Proceedings of the Thirteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 1990. pp. 469-493.

This paper introduces a new method for information retrieval of documents that are represented by a vector. The novelty of the algorithm lies in the fact that no (generalized) p-norms are used as a matching function between the query and the document (as is done e.g. by Salton and others) but a function that measures the relative dispersion of the terms between a document and a query. This function originates from an earlier paper of the author where a good measure of relative concentration was introduced, used in informetrics to measure the degree of specialization of a journal w.r.t. the entire subject. This new information retrieval algorithm is shown to have many desirable properties (in the sense of the new Cater-Kraft wish list) including those of the original cosine-matching function of Salton. In addition the property of the cosine-matching function that, if one only uses weights 0 to 1, one is reduced to Boolean IR, is refined in the sense that one takes into consideration the broadness or specialization of a document and a query. Our new matching function satisfies these additional properties.

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Changes to this page (author)

10 Feb 2010: Enabled abstracts to be shown on L. Egghe's author page.
24 Jun 2007: Author was added to the bibliography

Publication statistics

Publication period:1990-1990
Publication count:1
Number of co-authors:0


 

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Mar 20

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