A stylistic classification of Russian-language texts based on the random walk model
A formal approach to text analysis is suggested that is based on the random walk model. The frequencies and reciprocal positions of the vowel letters are matched up by a process of quasi-particle migration. Statistically significant difference in the migration parameters for the texts of different f...
Gespeichert in:
| Hauptverfasser: | , , , , |
|---|---|
| Format: | Tagungsbericht |
| Sprache: | eng |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | |
|---|---|
| container_issue | 1 |
| container_start_page | |
| container_title | |
| container_volume | 1886 |
| creator | Kramarenko, A. A. Nekrasov, K. A. Filimonov, V. V. Zhivoderov, A. A. Amieva, A. A. |
| description | A formal approach to text analysis is suggested that is based on the random walk model. The frequencies and reciprocal positions of the vowel letters are matched up by a process of quasi-particle migration. Statistically significant difference in the migration parameters for the texts of different functional styles is found. Thus, a possibility of classification of texts using the suggested method is demonstrated. Five groups of the texts are singled out that can be distinguished from one another by the parameters of the quasi-particle migration process. |
| doi_str_mv | 10.1063/1.5002969 |
| format | Conference Proceeding |
| fullrecord | <record><control><sourceid>scitation</sourceid><recordid>TN_cdi_scitation_primary_10_1063_1_5002969</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>acp</sourcerecordid><originalsourceid>FETCH-LOGICAL-s225t-33cd52c9ac8f164d2357dc48a17871e1087983b38cab24f83e1fb5b83c4344e63</originalsourceid><addsrcrecordid>eNp9kEtLAzEUhYMoWKsL_0HWwtTcPCaZZSm-oCD4AHfDnTxqdDpTJqnaf2-rBXeuDhw-DoePkHNgE2CluISJYoxXZXVARqAUFLqE8pCMGKtkwaV4OSYnKb3tGK3NiDxOacqbNqYcLbUtphRDtJhj39E-0If1tsCuaLFbrHHhafZfOdEGk3d0i-RXTwfsXL-kn9i-02XvfHtKjgK2yZ_tc0yer6-eZrfF_P7mbjadF4lzlQshrFPcVmhNgFI6LpR2VhoEbTR4YEZXRjTCWGy4DEZ4CI1qjLBSSOlLMSYXv7vJxvxzuV4NcYnDpgZW73TUUO91_Ad_9MMfWK9cEN86oWE3</addsrcrecordid><sourcetype>Enrichment Source</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>A stylistic classification of Russian-language texts based on the random walk model</title><source>AIP Journals Complete</source><creator>Kramarenko, A. A. ; Nekrasov, K. A. ; Filimonov, V. V. ; Zhivoderov, A. A. ; Amieva, A. A.</creator><contributor>Valeeva, Аlbina А. ; Volkovich, Vladimir A.</contributor><creatorcontrib>Kramarenko, A. A. ; Nekrasov, K. A. ; Filimonov, V. V. ; Zhivoderov, A. A. ; Amieva, A. A. ; Valeeva, Аlbina А. ; Volkovich, Vladimir A.</creatorcontrib><description>A formal approach to text analysis is suggested that is based on the random walk model. The frequencies and reciprocal positions of the vowel letters are matched up by a process of quasi-particle migration. Statistically significant difference in the migration parameters for the texts of different functional styles is found. Thus, a possibility of classification of texts using the suggested method is demonstrated. Five groups of the texts are singled out that can be distinguished from one another by the parameters of the quasi-particle migration process.</description><identifier>ISSN: 0094-243X</identifier><identifier>EISSN: 1551-7616</identifier><identifier>DOI: 10.1063/1.5002969</identifier><identifier>CODEN: APCPCS</identifier><language>eng</language><ispartof>AIP conference proceedings, 2017, Vol.1886 (1)</ispartof><rights>Author(s)</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://pubs.aip.org/acp/article-lookup/doi/10.1063/1.5002969$$EHTML$$P50$$Gscitation$$H</linktohtml><link.rule.ids>314,776,780,790,4498,27903,27904,76130</link.rule.ids></links><search><contributor>Valeeva, Аlbina А.</contributor><contributor>Volkovich, Vladimir A.</contributor><creatorcontrib>Kramarenko, A. A.</creatorcontrib><creatorcontrib>Nekrasov, K. A.</creatorcontrib><creatorcontrib>Filimonov, V. V.</creatorcontrib><creatorcontrib>Zhivoderov, A. A.</creatorcontrib><creatorcontrib>Amieva, A. A.</creatorcontrib><title>A stylistic classification of Russian-language texts based on the random walk model</title><title>AIP conference proceedings</title><description>A formal approach to text analysis is suggested that is based on the random walk model. The frequencies and reciprocal positions of the vowel letters are matched up by a process of quasi-particle migration. Statistically significant difference in the migration parameters for the texts of different functional styles is found. Thus, a possibility of classification of texts using the suggested method is demonstrated. Five groups of the texts are singled out that can be distinguished from one another by the parameters of the quasi-particle migration process.</description><issn>0094-243X</issn><issn>1551-7616</issn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2017</creationdate><recordtype>conference_proceeding</recordtype><sourceid/><recordid>eNp9kEtLAzEUhYMoWKsL_0HWwtTcPCaZZSm-oCD4AHfDnTxqdDpTJqnaf2-rBXeuDhw-DoePkHNgE2CluISJYoxXZXVARqAUFLqE8pCMGKtkwaV4OSYnKb3tGK3NiDxOacqbNqYcLbUtphRDtJhj39E-0If1tsCuaLFbrHHhafZfOdEGk3d0i-RXTwfsXL-kn9i-02XvfHtKjgK2yZ_tc0yer6-eZrfF_P7mbjadF4lzlQshrFPcVmhNgFI6LpR2VhoEbTR4YEZXRjTCWGy4DEZ4CI1qjLBSSOlLMSYXv7vJxvxzuV4NcYnDpgZW73TUUO91_Ad_9MMfWK9cEN86oWE3</recordid><startdate>20170926</startdate><enddate>20170926</enddate><creator>Kramarenko, A. A.</creator><creator>Nekrasov, K. A.</creator><creator>Filimonov, V. V.</creator><creator>Zhivoderov, A. A.</creator><creator>Amieva, A. A.</creator><scope/></search><sort><creationdate>20170926</creationdate><title>A stylistic classification of Russian-language texts based on the random walk model</title><author>Kramarenko, A. A. ; Nekrasov, K. A. ; Filimonov, V. V. ; Zhivoderov, A. A. ; Amieva, A. A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-s225t-33cd52c9ac8f164d2357dc48a17871e1087983b38cab24f83e1fb5b83c4344e63</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2017</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kramarenko, A. A.</creatorcontrib><creatorcontrib>Nekrasov, K. A.</creatorcontrib><creatorcontrib>Filimonov, V. V.</creatorcontrib><creatorcontrib>Zhivoderov, A. A.</creatorcontrib><creatorcontrib>Amieva, A. A.</creatorcontrib></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kramarenko, A. A.</au><au>Nekrasov, K. A.</au><au>Filimonov, V. V.</au><au>Zhivoderov, A. A.</au><au>Amieva, A. A.</au><au>Valeeva, Аlbina А.</au><au>Volkovich, Vladimir A.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A stylistic classification of Russian-language texts based on the random walk model</atitle><btitle>AIP conference proceedings</btitle><date>2017-09-26</date><risdate>2017</risdate><volume>1886</volume><issue>1</issue><issn>0094-243X</issn><eissn>1551-7616</eissn><coden>APCPCS</coden><abstract>A formal approach to text analysis is suggested that is based on the random walk model. The frequencies and reciprocal positions of the vowel letters are matched up by a process of quasi-particle migration. Statistically significant difference in the migration parameters for the texts of different functional styles is found. Thus, a possibility of classification of texts using the suggested method is demonstrated. Five groups of the texts are singled out that can be distinguished from one another by the parameters of the quasi-particle migration process.</abstract><doi>10.1063/1.5002969</doi><tpages>7</tpages></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 0094-243X |
| ispartof | AIP conference proceedings, 2017, Vol.1886 (1) |
| issn | 0094-243X 1551-7616 |
| language | eng |
| recordid | cdi_scitation_primary_10_1063_1_5002969 |
| source | AIP Journals Complete |
| title | A stylistic classification of Russian-language texts based on the random walk model |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-27T11%3A58%3A00IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-scitation&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=A%20stylistic%20classification%20of%20Russian-language%20texts%20based%20on%20the%20random%20walk%20model&rft.btitle=AIP%20conference%20proceedings&rft.au=Kramarenko,%20A.%20A.&rft.date=2017-09-26&rft.volume=1886&rft.issue=1&rft.issn=0094-243X&rft.eissn=1551-7616&rft.coden=APCPCS&rft_id=info:doi/10.1063/1.5002969&rft_dat=%3Cscitation%3Eacp%3C/scitation%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |