Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology Tasks
The use of modern methods of computational linguistics in psychological research opens up new possibilities both for the study of personality and language and for the development of psychodiagnostics methods. This article discusses the main possible directions of such research, as well as...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Russian |
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Moscow State University of Psychology and Education
2022-01-01
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| Series: | Современная зарубежная психология |
| Online Access: | https://psyjournals.ru/en/jmfp/2022/n1/Kuzmina_et_al.shtml |
| _version_ | 1818059601237508096 |
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| author | A.A. Kuzmina M.A. Lifshits V.Yu. Kostenko |
| author_facet | A.A. Kuzmina M.A. Lifshits V.Yu. Kostenko |
| author_sort | A.A. Kuzmina |
| collection | DOAJ |
| description |
The use of modern methods of computational linguistics in psychological research opens up new possibilities both for the study of personality and language and for the development of psychodiagnostics methods. This article discusses the main possible directions of such research, as well as non-obvious nuances that are important in their planning. Maximum use of the methods of computational linguistics will allow to consider the characteristics of the methods themselves, the language system, sources of texts and a sample of their authors, as well as the level of theoretical development. Each of the points will be considered in detail on the examples of studies already conducted. This review is not exhaustive but allows to create a general picture for the further search for solutions to specific research problems. |
| first_indexed | 2024-12-10T13:19:07Z |
| format | Article |
| id | doaj.art-71970160e8a442418c83a03c87775c4e |
| institution | Directory Open Access Journal |
| issn | 2304-4977 |
| language | Russian |
| last_indexed | 2024-12-10T13:19:07Z |
| publishDate | 2022-01-01 |
| publisher | Moscow State University of Psychology and Education |
| record_format | Article |
| series | Современная зарубежная психология |
| spelling | doaj.art-71970160e8a442418c83a03c87775c4e2022-12-22T01:47:24ZrusMoscow State University of Psychology and EducationСовременная зарубежная психология2304-49772022-01-0111110411510.17759/jmfp.2022110110Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology TasksA.A. Kuzmina0https://orcid.org/0000-0003-0794-9131M.A. Lifshitshttps://orcid.org/0000-0003-0079-0244V.Yu. Kostenko1https://orcid.org/0000-0002-5612-3857National Research University Higher School of EconomicsNational Research University Higher School of Economics The use of modern methods of computational linguistics in psychological research opens up new possibilities both for the study of personality and language and for the development of psychodiagnostics methods. This article discusses the main possible directions of such research, as well as non-obvious nuances that are important in their planning. Maximum use of the methods of computational linguistics will allow to consider the characteristics of the methods themselves, the language system, sources of texts and a sample of their authors, as well as the level of theoretical development. Each of the points will be considered in detail on the examples of studies already conducted. This review is not exhaustive but allows to create a general picture for the further search for solutions to specific research problems.https://psyjournals.ru/en/jmfp/2022/n1/Kuzmina_et_al.shtml |
| spellingShingle | A.A. Kuzmina M.A. Lifshits V.Yu. Kostenko Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology Tasks Современная зарубежная психология |
| title | Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology Tasks |
| title_full | Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology Tasks |
| title_fullStr | Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology Tasks |
| title_full_unstemmed | Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology Tasks |
| title_short | Methods of Computational Linguistics and Natural Language Processing: Opportunities and Limitations for Personality Psychology Tasks |
| title_sort | methods of computational linguistics and natural language processing opportunities and limitations for personality psychology tasks |
| url | https://psyjournals.ru/en/jmfp/2022/n1/Kuzmina_et_al.shtml |
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