KFU. Card publication. Search in Collections of Mathematical Articles

KAZAN
FEDERAL UNIVERSITY

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SEARCH IN COLLECTIONS OF MATHEMATICAL ARTICLES

Form of presentation

Articles in international journals and collections

Year of publication

2018

Язык

английский

Authors, employees of KFU

Gusenkov Aleksandr Mikhaylovich, author

Other authors

Biryalcev Evgeniy Vasilevich, author

Zhibrik Olga Nikolaevna, author

Authors, students KFU

Gusenkova Polina Aleksandrovna, author

Palacheva Yana Vladlenovna, author

Bibliographic description in the original language

Birialtsev E., Gusenkov A., Zhibrik O., Gusenkova P., Palacheva Y. (2018) Search in Collections of Mathematical Articles. In: Rocha Á., Adeli H., Reis L.P., Costanzo S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST'18 2018. Advances in Intelligent Systems and Computing, vol 745. Springer, Cham

Annotation

In this paper we analyze an approach to semantic search of the mathematical expressions, allowing to perform queries and seek for the mathematical formulae by textual names of the variables contained in the formulae. We propose the method of establishing relations between textual definitions of variables and formulae containing these variables. Marked up formulae are related via noun phrases to the concepts of mathematical ontology. We describe software implementation of semantic search in mathematical documents. We also discuss ways to increase the search efficiency by improving accuracy of noun phrases extraction and establishing relations between these entities and formulae. The research showed the general efficiency of the method and a high percentage of relevant relations established.

Keywords

Semantic search. Mathematical knowledge, Ontology extraction, Formulae mark up

The name of the journal

Springer Series in Materials Science

URL

https://link.springer.com/book/10.1007/978-3-319-77703-0?page=3#toc

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=178438&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Gusenkov Aleksandr Mikhaylovich	ru_RU
dc.contributor.author	Biryalcev Evgeniy Vasilevich	ru_RU
dc.contributor.author	Zhibrik Olga Nikolaevna	ru_RU
dc.contributor.author	Gusenkova Polina Aleksandrovna	ru_RU
dc.contributor.author	Palacheva Yana Vladlenovna	ru_RU
dc.date.accessioned	2018-01-01T00:00:00Z	ru_RU
dc.date.available	2018-01-01T00:00:00Z	ru_RU
dc.date.issued	2018	ru_RU
dc.identifier.citation	Birialtsev E., Gusenkov A., Zhibrik O., Gusenkova P., Palacheva Y. (2018) Search in Collections of Mathematical Articles. In: Rocha Á., Adeli H., Reis L.P., Costanzo S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST'18 2018. Advances in Intelligent Systems and Computing, vol 745. Springer, Cham	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=178438&p_lang=2	ru_RU
dc.description.abstract	Springer Series in Materials Science	ru_RU
dc.description.abstract	In this paper we analyze an approach to semantic search of the mathematical expressions, allowing to perform queries and seek for the mathematical formulae by textual names of the variables contained in the formulae. We propose the method of establishing relations between textual definitions of variables and formulae containing these variables. Marked up formulae are related via noun phrases to the concepts of mathematical ontology. We describe software implementation of semantic search in mathematical documents. We also discuss ways to increase the search efficiency by improving accuracy of noun phrases extraction and establishing relations between these entities and formulae. The research showed the general efficiency of the method and a high percentage of relevant relations established.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Semantic search. Mathematical knowledge	ru_RU
dc.subject	Ontology extraction	ru_RU
dc.subject	Formulae mark up	ru_RU
dc.title	Search in Collections of Mathematical Articles	ru_RU
dc.type	Articles in international journals and collections	ru_RU