Modelling and Data Analysis
2020. Vol. 10, no. 3, 24–38
doi:10.17759/mda.2020100302
ISSN: 2219-3758 / 2311-9454 (online)
Automatic Clustering of Mass Media Documents Based on the Analysis of Their Semantic Content
Abstract
General Information
Keywords: automatic clustering of documents, machine grammar, semantic-syntactic analysis of texts, conceptual analysis of texts, actual conceptual vocabulary
Journal rubric: Data Analysis
Article type: scientific article
DOI: https://doi.org/10.17759/mda.2020100302
For citation: Kan A.V., Kozlovskaya Y.D., Kadushkin N.A., Khoroshilov A.A. Automatic Clustering of Mass Media Documents Based on the Analysis of Their Semantic Content. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2020. Vol. 10, no. 3, pp. 24–38. DOI: 10.17759/mda.2020100302. (In Russ., аbstr. in Engl.)
References
- Bogatyrev M. Yu. Izvlechenie faktov iz tekstov estestvennogo yazyka s primeneniem kontseptual’nykh grafovykh modelei [Fact extraction from natural language texts with conceptual graph models]. Izvestiya TulGU. Tekhnicheskie nauki. – 2016. – № 7. – Ch. 1.
- Vinogradov A.N. [i dr.] Sovremennye tekhnologii obrabotki estestvennogo yazyka v zadachakh strategicheskogo upravleniya [Modern technologies of natural language processing in strategic management tasks]. Tekhnologicheskaya perspektiva v ramkakh evraziiskogo prostranstva: novye rynki i tochki ekonomicheskogo rosta. – SPb.:Tsentr nauchno-informatsionnykh tekhnologii “Asterion”, 2018.
- Ermakov A.E. Avtomaticheskoe izvlechenie faktov iz tekstov dos’e: opyt ustanovleniya anaforicheskikh svyazei [Elektronnyi resurs] [Automatic extraction of facts from dossier texts: an experience of establishing anaphoric connections]. Komp’yuternaya lingvistika i intellektual’nye tekhnologii: trudy Mezhdunarodnoi konferentsii «Dialog’2007». – Moscow. : Nauka, 2007.
- Khoroshilov Al-dr. A. [i dr.] Avtomaticheskoe sozdanie formalizovannogo predstavleniya smyslovogo soderzhaniya nestrukturirovannykh tekstovykh soobshchenii SMI i sotsial’nykh setei [Automatic creation of a formalized representation of the semantic content of unstructured text messages of the media and social networks]. Sistemy vysokoi dostupnosti, № 3, Vol. 10, 2014.
- Helbig Н. Knowledge representation and the semantics of natural language. – Berlin: Springer, 2006.
- Belonogov G.G., Gilyarevskii R.S., Khoroshilov A.A. Problemy avtomaticheskoi smyslovoi obrabotki tekstovoi informatsii [Problems of automatic semantic processing of text information]. Nauchno-tekhnicheskaya informatsiya. Ser. 2. Informatsionnye protsessy i sistemy / Vserossiiskii institut nauchnoi i tekhnicheskoi informatsii RAN. – 2012, № 11. – pp. 24–28.
- Ablov I.V. [i dr.] Sredstva mashinnoi grammatiki russkogo yazyka (po G.G. Belonogovu) [Means of machine grammar of the Russian language (according to G.G. Belonogov)]. Nauchno-tekhnicheskaya informatsiya. Ser. 2, № 6, 2018.
- Kalinin Yu.P., Khoroshilov Al-dr. A., Khoroshilov Al-ei. A. Sovremennye tekhnologii avtomatizirovannoi obrabotki tekstovoi informatsii [Modern technologies for automated processing of text information]. Sistemy vysokoi dostupnosti, № 2, Vol. 11, 2015.
Information About the Authors
Metrics
Views
Total: 261
Previous month: 3
Current month: 3
Downloads
Total: 102
Previous month: 1
Current month: 1