Similarity and Classification of Mathematical Papers
SOJKA, Petr and Radim ŘEHŮŘEK. Similarity and Classification of Mathematical Papers. 2009. |
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Basic information | |
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Original name | Similarity and Classification of Mathematical Papers |
Name in Czech | Podobnost a klasifikace matematických článků |
Authors | SOJKA, Petr (203 Czech Republic, guarantor) and Radim ŘEHŮŘEK (203 Czech Republic). |
Edition | 2009. |
Other information | |
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Original language | English |
Type of outcome | Pilot plant, certified technology, variety, breed |
Field of Study | 10201 Computer sciences, information science, bioinformatics |
Country of publisher | Czech Republic |
Confidentiality degree | is not subject to a state or trade secret |
WWW | project web page programová dokumentace ověřené technologie |
RIV identification code | RIV/00216224:14330/09:00028511 |
Organization unit | Faculty of Informatics |
Keywords (in Czech) | podobnost;klasifikace;SVM;MSC;kategorizace;vizualizace |
Keywords in English | similarity;classification;SVM;MSC;categorization;visualization |
Technical parameters | Robust scalable technology for similarity and classification of mathematical papers |
Tags | categorization, CLASSIFICATION, MSC, similarity, SVM, visualization |
Tags | International impact, Reviewed |
Changed by | Changed by: doc. RNDr. Petr Sojka, Ph.D., učo 2378. Changed: 31/3/2010 22:37. |
Abstract |
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Robust and scalable technology that allows, based on the full texts of mathematical papers, by machine learning methods (SVM, TFIDF, ...) to learn - top-level MSC classifier - to compute semantic similarity of mathematical papers in a digital library Reference: [1] Řehůřek, Radim - Sojka, Petr. Automated Classification and Categorization of Mathematical Knowledge. In Intelligent Computer Mathematics: AISC/Calculemus/MKM LNAI 5144. Berlin, Heidelberg, New York : Springer-Verlag, 2008. od s. 543-557, 15 s. ISBN 978-3-540--85109-7. [2] Sojka, Petr - Řehůřek, Radim. Classification of Multilingual Mathematical Papers in DML-CZ. In Proceedings of First Workshop of Recent Advances in Slavonic Natural Language Processing RASLAN 2007. první. Brno: Masarykova univerzita, 2007. od s. 89-96, 8 s. ISBN 978-80-210-4471-5. |
Abstract (in Czech) |
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Robustní a škálovatelné technologie umožňující na základě plných textů článků metodami strojového učení (SVM, TFIDF, ...) naučit - top-level MSC klasifikátor - počítat sémantickou podobnost matematických článků Reference: [1] Řehůřek, Radim - Sojka, Petr. Automated Classification and Categorization of Mathematical Knowledge. In Intelligent Computer Mathematics: AISC/Calculemus/MKM LNAI 5144. Berlin, Heidelberg, New York : Springer-Verlag, 2008. od s. 543-557, 15 s. ISBN 978-3-540--85109-7. [2] Sojka, Petr - Řehůřek, Radim. Classification of Multilingual Mathematical Papers in DML-CZ. In Proceedings of First Workshop of Recent Advances in Slavonic Natural Language Processing RASLAN 2007. první. Brno: Masarykova univerzita, 2007. od s. 89-96, 8 s. ISBN 978-80-210-4471-5. |
Links | |
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1ET200190513, research and development project | Name: DML-CZ: Česká digitální matematická knihovna |
Investor: Academy of Sciences of the Czech Republic, DML-CZ: Czech Digital Mathematical Library |
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