Intellectual Analysis of Textual Information in Domain Fields in the System of e-Government
The given paper considers application of data mining technology in scientific research as one of intellectual analysis methods in the domain field of e-Government. The topicality of the issue is stipulated by the current absence of the researches of the kind in the Republic of Belarus. The paper ill...
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| Format: | Article |
| Language: | Russian |
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Establishment «The Main Information and Analytical Center of the Ministry of Education of the Republic of Belarus»
2019-08-01
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| Series: | Цифровая трансформация |
| Subjects: | |
| Online Access: | https://dt.bsuir.by/jour/article/view/172 |
| _version_ | 1797880895699419136 |
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| author | T. I. Makarevich |
| author_facet | T. I. Makarevich |
| author_sort | T. I. Makarevich |
| collection | DOAJ |
| description | The given paper considers application of data mining technology in scientific research as one of intellectual analysis methods in the domain field of e-Government. The topicality of the issue is stipulated by the current absence of the researches of the kind in the Republic of Belarus. The paper illustrates how the programme package Rapid Miner and the language R have been applied in text mining. Concept indexing has been admitted as the most resultative form of analyzing domain field ontologies. Formal and linguistic approaches are found most effective in analyzing domain field ontologies. The paper identifies the problems of word redundancy and word polysemy. The prognosis for the further research investigation is in interconnectivity of specialized ontologies studying heterogeneous terms on the basis of artificial intelligence (AI). |
| first_indexed | 2024-04-10T03:10:21Z |
| format | Article |
| id | doaj.art-b28f0f63dca5421da86c3d5e7f6403d6 |
| institution | Directory Open Access Journal |
| issn | 2522-9613 2524-2822 |
| language | Russian |
| last_indexed | 2024-04-10T03:10:21Z |
| publishDate | 2019-08-01 |
| publisher | Establishment «The Main Information and Analytical Center of the Ministry of Education of the Republic of Belarus» |
| record_format | Article |
| series | Цифровая трансформация |
| spelling | doaj.art-b28f0f63dca5421da86c3d5e7f6403d62023-03-13T07:33:41ZrusEstablishment «The Main Information and Analytical Center of the Ministry of Education of the Republic of Belarus»Цифровая трансформация2522-96132524-28222019-08-0102465210.38086/2522-9613-2019-2-46-5293Intellectual Analysis of Textual Information in Domain Fields in the System of e-GovernmentT. I. Makarevich0Белорусский государственный университет; Академия управления при Президенте Республики БеларусьThe given paper considers application of data mining technology in scientific research as one of intellectual analysis methods in the domain field of e-Government. The topicality of the issue is stipulated by the current absence of the researches of the kind in the Republic of Belarus. The paper illustrates how the programme package Rapid Miner and the language R have been applied in text mining. Concept indexing has been admitted as the most resultative form of analyzing domain field ontologies. Formal and linguistic approaches are found most effective in analyzing domain field ontologies. The paper identifies the problems of word redundancy and word polysemy. The prognosis for the further research investigation is in interconnectivity of specialized ontologies studying heterogeneous terms on the basis of artificial intelligence (AI).https://dt.bsuir.by/jour/article/view/172терминологическая системаспециализированные терминологические словариинформационно-поисковый тезаурусонтологияпредметная областьобработка текстовой информациичастотный анализглубинный анализ текстаязык rrapid minerэлектронное правительство |
| spellingShingle | T. I. Makarevich Intellectual Analysis of Textual Information in Domain Fields in the System of e-Government Цифровая трансформация терминологическая система специализированные терминологические словари информационно-поисковый тезаурус онтология предметная область обработка текстовой информации частотный анализ глубинный анализ текста язык r rapid miner электронное правительство |
| title | Intellectual Analysis of Textual Information in Domain Fields in the System of e-Government |
| title_full | Intellectual Analysis of Textual Information in Domain Fields in the System of e-Government |
| title_fullStr | Intellectual Analysis of Textual Information in Domain Fields in the System of e-Government |
| title_full_unstemmed | Intellectual Analysis of Textual Information in Domain Fields in the System of e-Government |
| title_short | Intellectual Analysis of Textual Information in Domain Fields in the System of e-Government |
| title_sort | intellectual analysis of textual information in domain fields in the system of e government |
| topic | терминологическая система специализированные терминологические словари информационно-поисковый тезаурус онтология предметная область обработка текстовой информации частотный анализ глубинный анализ текста язык r rapid miner электронное правительство |
| url | https://dt.bsuir.by/jour/article/view/172 |
| work_keys_str_mv | AT timakarevich intellectualanalysisoftextualinformationindomainfieldsinthesystemofegovernment |