Evaluation experiments on related terms search in Wikipedia: Information Content and Adapted HITS (In Russian)
Abstract
Description
The classification of metrics and algorithms search for related terms via WordNet, Roget's Thesaurus, and Wikipedia was extended to include adapted HITS algorithm. Evaluation experiments on Information Content and adapted HITS algorithm are described. The test collection of Russian word pairs with human-assigned similarity judgments is proposed.
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Klassifikacija metrik i algoritmov poiska semanticheski blizkih slov v tezaurusah WordNet, Rozhe i jenciklopedii Vikipedija rasshirena adaptirovannym HITS algoritmom. S pomow'ju jeksperimentov v Vikipedii oceneny metrika Information Content i adaptirovannyj algoritm HITS. Predlozhen resurs dlja ocenki semanticheskoj blizosti russkih slov.
10 pages, 1 figure, 3 tables, in Russian, short version of the paper to be published in Proceedings of the Wiki-Conference 2007, Russia, St. Petersburg, October 27-28. http://tinyurl.com/2czd6e ; v3: +figure; v4: typo in Table 3; v5: +desc (res_hypo formula); v6: typo
10 pages, 1 figure, 3 tables, in Russian, short version of the paper to be published in Proceedings of the Wiki-Conference 2007, Russia, St. Petersburg, October 27-28. http://tinyurl.com/2czd6e ; v3: +figure; v4: typo in Table 3; v5: +desc (res_hypo formula); v6: typo