Classification of Multilingual Mathematical Papers in DML-CZ

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Authors	SOJKA Petr ŘEHŮŘEK Radim
Year of publication	2007
Type	Article in Proceedings
Conference	Proceedings of First Workshop of Recent Advances in Slavonic Natural Language Processing RASLAN 2007
MU Faculty or unit	Faculty of Informatics
Citation
Web	web of workshop paper preprint
Field	Informatics
Keywords	machine learning; classification;
Description	The growth of digital repositories of scientific documents is speed-ed up by various digitisation activities. Almost all papers of mathematical journals are reviewed by either Mathematical Reviews or ZentralBlatt Math, summing up to more than 2.000.000 entries. In the paper we discuss possibilities and experiments we did on the data of Czech Digital Mathematics Library, DML-CZ with the goal of developing novel scalable methods of document classification and retrieval of multilingual mathematical papers.
Related projects:	DML-CZ: Czech Digital Mathematical Library E-learning in the Semantic Web Context