Estimation of Morphological Tables Using Text Analysis Results
This paper proposes methods for obtaining input data, necessary for the modified morphological analysis method, from the text sources of data using text analysis tools. Several methods are described that are suitable for calculating initial estimates of alternatives and cross-consistency matrix valu...
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| Format: | Article |
| Language: | English |
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Vladimir Andrunachievici Institute of Mathematics and Computer Science
2016-08-01
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| Series: | Computer Science Journal of Moldova |
| Subjects: | |
| Online Access: | http://www.math.md/files/csjm/v24-n2/v24-n2-(pp148-156).pdf |
| _version_ | 1818036351983943680 |
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| author | Illia Savchenko |
| author_facet | Illia Savchenko |
| author_sort | Illia Savchenko |
| collection | DOAJ |
| description | This paper proposes methods for obtaining input data, necessary for the modified morphological analysis method, from the text sources of data using text analysis tools. Several methods are described that are suitable for calculating initial estimates of alternatives and cross-consistency matrix values based on processing text fragments by rule-based categorization and sentiment analysis tools. A practical implementation of this tool set for assessing statements in news regarding Ukraine is considered. |
| first_indexed | 2024-12-10T07:09:35Z |
| format | Article |
| id | doaj.art-3edfbf97da824708a21b965e67c9ac2a |
| institution | Directory Open Access Journal |
| issn | 1561-4042 |
| language | English |
| last_indexed | 2024-12-10T07:09:35Z |
| publishDate | 2016-08-01 |
| publisher | Vladimir Andrunachievici Institute of Mathematics and Computer Science |
| record_format | Article |
| series | Computer Science Journal of Moldova |
| spelling | doaj.art-3edfbf97da824708a21b965e67c9ac2a2022-12-22T01:58:06ZengVladimir Andrunachievici Institute of Mathematics and Computer ScienceComputer Science Journal of Moldova1561-40422016-08-01242(71)148156Estimation of Morphological Tables Using Text Analysis ResultsIllia Savchenko0Educational-Scientific Complex "Institute for Applied System Analyses", National Technical University of Ukraine, "Kyiv Polytechnic Institute", prosp. Peremohy, 37, bd. 35, Kyiv, UkraineThis paper proposes methods for obtaining input data, necessary for the modified morphological analysis method, from the text sources of data using text analysis tools. Several methods are described that are suitable for calculating initial estimates of alternatives and cross-consistency matrix values based on processing text fragments by rule-based categorization and sentiment analysis tools. A practical implementation of this tool set for assessing statements in news regarding Ukraine is considered.http://www.math.md/files/csjm/v24-n2/v24-n2-(pp148-156).pdfMorphological analysis methodtext analysismorphological tableforesight |
| spellingShingle | Illia Savchenko Estimation of Morphological Tables Using Text Analysis Results Computer Science Journal of Moldova Morphological analysis method text analysis morphological table foresight |
| title | Estimation of Morphological Tables Using Text Analysis Results |
| title_full | Estimation of Morphological Tables Using Text Analysis Results |
| title_fullStr | Estimation of Morphological Tables Using Text Analysis Results |
| title_full_unstemmed | Estimation of Morphological Tables Using Text Analysis Results |
| title_short | Estimation of Morphological Tables Using Text Analysis Results |
| title_sort | estimation of morphological tables using text analysis results |
| topic | Morphological analysis method text analysis morphological table foresight |
| url | http://www.math.md/files/csjm/v24-n2/v24-n2-(pp148-156).pdf |
| work_keys_str_mv | AT illiasavchenko estimationofmorphologicaltablesusingtextanalysisresults |