Applying models of scientific terms' surroundings in classification of scientific publications
This paper considers a problem of classification of scientific publications wich is treated here as a problem of finding keywords. Keywords are determined by making use of statistical analysis of distribution of scientific terms. Models of scientific terms surroundings – so called identification cl...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Vilnius University Press
2004-12-01
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| Series: | Lietuvos Matematikos Rinkinys |
| Subjects: | |
| Online Access: | https://www.journals.vu.lt/LMR/article/view/32077 |
| _version_ | 1797194409900507136 |
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| author | Vaidas Balys Rimantas Rudzkis |
| author_facet | Vaidas Balys Rimantas Rudzkis |
| author_sort | Vaidas Balys |
| collection | DOAJ |
| description |
This paper considers a problem of classification of scientific publications wich is treated here as a problem of finding keywords. Keywords are determined by making use of statistical analysis of distribution of scientific terms. Models of scientific terms surroundings – so called identification clouds – are presented as well as results of experiments of their applicability for keywords detection.
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| first_indexed | 2024-03-07T15:40:47Z |
| format | Article |
| id | doaj.art-8c7617f01af34bf58cd8cd2d9b370dbf |
| institution | Directory Open Access Journal |
| issn | 0132-2818 2335-898X |
| language | English |
| last_indexed | 2024-04-24T05:55:50Z |
| publishDate | 2004-12-01 |
| publisher | Vilnius University Press |
| record_format | Article |
| series | Lietuvos Matematikos Rinkinys |
| spelling | doaj.art-8c7617f01af34bf58cd8cd2d9b370dbf2024-04-23T09:02:20ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2004-12-0144spec.10.15388/LMR.2004.32077Applying models of scientific terms' surroundings in classification of scientific publicationsVaidas Balys0Rimantas Rudzkis1Institute of Mathematics and InformaticsInstitute of Mathematics and Informatics This paper considers a problem of classification of scientific publications wich is treated here as a problem of finding keywords. Keywords are determined by making use of statistical analysis of distribution of scientific terms. Models of scientific terms surroundings – so called identification clouds – are presented as well as results of experiments of their applicability for keywords detection. https://www.journals.vu.lt/LMR/article/view/32077classification of publicationskeywordsstatistical models of terms distributions |
| spellingShingle | Vaidas Balys Rimantas Rudzkis Applying models of scientific terms' surroundings in classification of scientific publications Lietuvos Matematikos Rinkinys classification of publications keywords statistical models of terms distributions |
| title | Applying models of scientific terms' surroundings in classification of scientific publications |
| title_full | Applying models of scientific terms' surroundings in classification of scientific publications |
| title_fullStr | Applying models of scientific terms' surroundings in classification of scientific publications |
| title_full_unstemmed | Applying models of scientific terms' surroundings in classification of scientific publications |
| title_short | Applying models of scientific terms' surroundings in classification of scientific publications |
| title_sort | applying models of scientific terms surroundings in classification of scientific publications |
| topic | classification of publications keywords statistical models of terms distributions |
| url | https://www.journals.vu.lt/LMR/article/view/32077 |
| work_keys_str_mv | AT vaidasbalys applyingmodelsofscientifictermssurroundingsinclassificationofscientificpublications AT rimantasrudzkis applyingmodelsofscientifictermssurroundingsinclassificationofscientificpublications |