Statistical distributions of thesauri and their uses in classification of science publications
Automatic keywords assignment is a way to solve the problem of classification of scientific information. Paper deals with idea of implementing this assignement by making use of models for distribution of scientific terms. Some analysis was carried out and on base of its results the conclusions abou...
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| Format: | Article |
| Language: | English |
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Vilnius University Press
2003-12-01
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| Series: | Lietuvos Matematikos Rinkinys |
| Online Access: | https://www.journals.vu.lt/LMR/article/view/32508 |
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| _version_ | 1832593154403991552 |
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| author | Vaidas Balys Rimantas Rudzkis |
| author_facet | Vaidas Balys Rimantas Rudzkis |
| author_sort | Vaidas Balys |
| collection | DOAJ |
| description |
Automatic keywords assignment is a way to solve the problem of classification of scientific information. Paper deals with idea of implementing this assignement by making use of models for distribution of scientific terms. Some analysis was carried out and on base of its results the conclusions about effectiveness, usefullnes, main shortages and the ways of refinement of simpliest algorithms are drawn. A need for better algorithms is motivated and some ideas about how to create them are proposed.
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| format | Article |
| id | doaj-art-95012a8f4bc94e39847c498cb637a4f4 |
| institution | Kabale University |
| issn | 0132-2818 2335-898X |
| language | English |
| publishDate | 2003-12-01 |
| publisher | Vilnius University Press |
| record_format | Article |
| series | Lietuvos Matematikos Rinkinys |
| spelling | doaj-art-95012a8f4bc94e39847c498cb637a4f42025-01-20T18:17:32ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2003-12-0143spec.10.15388/LMR.2003.32508Statistical distributions of thesauri and their uses in classification of science publicationsVaidas Balys0Rimantas Rudzkis1Institute of Mathematics and InformaticsInstitute of Mathematics and Informatics Automatic keywords assignment is a way to solve the problem of classification of scientific information. Paper deals with idea of implementing this assignement by making use of models for distribution of scientific terms. Some analysis was carried out and on base of its results the conclusions about effectiveness, usefullnes, main shortages and the ways of refinement of simpliest algorithms are drawn. A need for better algorithms is motivated and some ideas about how to create them are proposed. https://www.journals.vu.lt/LMR/article/view/32508 |
| spellingShingle | Vaidas Balys Rimantas Rudzkis Statistical distributions of thesauri and their uses in classification of science publications Lietuvos Matematikos Rinkinys |
| title | Statistical distributions of thesauri and their uses in classification of science publications |
| title_full | Statistical distributions of thesauri and their uses in classification of science publications |
| title_fullStr | Statistical distributions of thesauri and their uses in classification of science publications |
| title_full_unstemmed | Statistical distributions of thesauri and their uses in classification of science publications |
| title_short | Statistical distributions of thesauri and their uses in classification of science publications |
| title_sort | statistical distributions of thesauri and their uses in classification of science publications |
| url | https://www.journals.vu.lt/LMR/article/view/32508 |
| work_keys_str_mv | AT vaidasbalys statisticaldistributionsofthesauriandtheirusesinclassificationofsciencepublications AT rimantasrudzkis statisticaldistributionsofthesauriandtheirusesinclassificationofsciencepublications |