Comparing hierarchical mathematical document clustering against the Mathematics Subject Classification tree

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Authors
Kuśmierczyk, Tomasz
Łukasik, Michał
Bolikowski, Łukasz
Nguyen, Hung Son
Date
2013
Journal Title
Journal ISSN
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Publisher
Springer
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Abstract
Mathematical publications are often labelled with Mathematical Subject Classification codes. These codes are grouped in a treelike hierarchy created by experts. In this paper we posit that this hierarchy is highly correlated with content of publications. Following this assumption we try to reconstruct the MSC tree basing on our publications corpora. Results are compared to the original hierarchy and conclusions are drawn.
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Citation
T. Kuśmierczyk, M. Łukasik, Ł. Bolikowski, and H. S. Nguyen, “Comparing hierarchical mathematical document clustering against the Mathematics Subject Classification tree,” in Intelligent Tools for Building a Scientific Information Platform, R. Bembenik, L. Skonieczny, H. Rybinski, M. Kryszkiewicz, and M. Niezgodka, Eds. Springer, 2013, pp. 365–392.
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http://depot.ceon.pl/handle/123456789/1961
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Artykuły ICM / ICM Articles