Studying the Interdisciplinary Terminological Landscape of Digital Economy with the Use of Contextual Analysis Tools
Abstract
Interdisciplinary research directions are one of the main drivers of both social development and one of the main directions of transformation of scientific research focused on this development. The dynamics of the development of interdisciplinary research areas (for example, the digital economy: e-government and smart technologies; socio-ethical aspects of the digital economy: gamification in the social, scientific and educational spheres; Informatization of scientific activities) in the digital age is associated with the development of information society technologies. Also, technologies are one of the main tools that allow to quickly and efficiently conduct research on the dynamics of this development. The research is carried out on the arrays of information obtained from various digital sources, reflecting both the latest scientific publications and containing the content of social and political discourse (for example, publications in the media).
This study shows the possibility of using the developed synthetic method to solve the problems of selection of digital information resources, extraction of contextual knowledge from them and its analysis to clarify the terminological landscape of the emerging interdisciplinary scientific direction "Digital economy: e-government and smart technologies". The distributed Russian-language environment for scientific research T-Libra is used as a tool for data search, explication and analysis.
Full Text:
PDF (Russian)References
Domingue J., Fensel D., Hendler J.A. Handbook of Semantic web Technologies. – Heidelberg; Dordrecht; London; N.Y.: Springer, 2011. 1077 p.
Kononova O., Prokudin D. Synthetic Method in Interdisciplinary Terminological Landscape Research of Digital Economy // SHS Web Conf., 50 (2018) 01082. DOI: https://doi.org/10.1051/shsconf/20185001082.
Saifa H., Heb Y., Fernandeza M., Alani H. Contextual semantics for sentiment analysis of Twitter // Information Processing & Management. 2016. 52(1). P. 5–19. DOI: 10.1016/j.ipm.2015.01.005.
Tao F. etal. EventCube: multi-dimensional search and mining of structured and text data // Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '13). ACM, New York, NY, USA, 2013. P. 1494–1497. DOI: 10.1145/2487575.2487718.
Taylor W.P. A comparative study on ontology generation and text clustering using VSM, LSI, and document ontology models. Clemson University. 2007.
Turney P.D., Pantel P. et al. From frequency to meaning: Vector space models of semantics // Journal of Artificial Intelligence Research. 2010. 37 (1). P. 141–188.
Apanovich Z.N., Marchuk A.M. Novye podhody k normalizacii slovarej i ustanovleniju identichnosti sushhnostej pri obogashhenii kontenta nauchnyh baz znanij // XIV nacional'naja konferencija po iskusstvennomu intellektu s mezhdunarodnym uchastiem KII-2014 (24-27 oktjabrja 2014 g., Kazan', Rossija): Trudy konferencii. V 3-t., Kazan': Izd-vo RIC «Shkola». 2014. T. 1. S. 92-100.
Buhanovskij A.V., Vasil'ev V.N. Sovremennye programmnye kompleksy komp'juternogo modelirovanija e-science // Izvestija vysshih uchebnyh zavedenij. Priborostroenie. 2010. T. 53, # 3. S. 60-64.
Ermakov A. E. Jeksplicirovanie jelementov smysla teksta sredstvami sintaksicheskogo analiza-sinteza // Komp'juternaja lingvistika i intellektual'nye tehnologii: trudy Mezhdunarodnoj konferencii Dialog’2003. M.: Nauka. 2003.
Zagorul'ko Ju.A., Borovikova O.I. Postroenie mnogojazychnogo tezaurusa predmetnoj oblasti sredstvami tehnologii sozdanija portalov nauchnyh znanij // Vserossijskaja konferencija s mezhdunarodnym uchastiem "Znanija - Ontologii - Teorii" (ZONT-2011). Novosibirsk, 2011.
Zagorul'ko Ju.A., Borovikova O.I., Kononenko I.S., Sokolova E.G. Podhod k razrabotke russko-anglijskogo tezaurusa po komp'juternoj lingvistike // Trudy 13 Vserossijskoj nauchnoj konferencii «Jelektronnye biblioteki: perspektivnye metody i tehnologii, jelektronnye kollekcii» - RCDL’2011. Voronezh, 2011. S. 9-16.
Kanygin G.V., Poltinnikova M.S. Social'noe znanie i voprosy razrabotki ego instrumentov, Kontekstno-orientirovannye ontologicheskie metody v sociologii // Peterburgskaja sociologija segodnja. Sbornik trudov Sociologicheskogo instituta RAN. SPb, 2015. S. 359-373.
Kononova O.V., Ljapin S.H., Prokudin D.E. Sinteticheskij metod izvlechenija kontekstnogo znanija v russkojazychnoj social'no-gumanitarnoj sfere: kompleksnyj podhod // Informacionnoe obshhestvo: obrazovanie, nauka, kul'tura i tehnologii budushhego. Vypusk 1 (Trudy XX Mezhdunarodnoj ob"edinennoj nauchnoj konferencii «Internet i sovremennoe obshhestvo», IMS-2017, Sankt-Peterburg, 21 – 23 ijunja 2017 g. Sbornik nauchnyh statej). SPb: Universitet ITMO, 2017. S. 52-67.
Kononova O.V., Ljapin S.H., Prokudin D.E. Metody primenenija setevoj nauchnoj sredy dlja izuchenija terminologicheskoj bazy mezhdisciplinarnoj nauchnoj oblasti «cifrovaja jekonomika// Informacionnoe obshhestvo: obrazovanie, nauka, kul'tura i tehnologii budushhego. Vypusk 2 (Trudy XXI Mezhdunarodnoj ob"edinennoj nauchnoj konferencii «Internet i sovremennoe obshhestvo», IMS-2018, Sankt-Peterburg, 31 maja – 2 ijunja 2018 g. Sbornik nauchnyh statej). SPb: Universitet ITMO, 2018. S. 37-51.
Kononova, O.V., Krut'ko E.A., Ljapin S.H. Tehnologii izvlechenija znanij na sluzhbe nauchno-issledovatel'skoj dejatel'nosti v vuze // Informacionnoe obshhestvo. 2016. # 6. S. 25-37.
Kurshev E.P., Osipov G.S., Rjabkov O.V., Sambu E.I., Solov'eva N.V., Trofimov I.V. Intellektual'naja metapoiskovaja sistema // Trudy mezhdunarodnogo seminara Dialog’2002. Komp'juternaja lingvistika i intellektual'nye tehnologii. M.: Nauka. 2002. S. 320–330.
Ljapin S.H., Kukovjakin A.V. Kontekstnoe znanie i ego izuchenie s pomoshh'ju instrumentov polnotekstovoj biblioteki // Nauchnyj servis v seti Internet: trudy XVIII Vserossijskoj nauchnoj konferencii (19-24 sentjabrja 2016 g., g. Novorossijsk). M.: IPM im. M.V. Keldysha. 2016. S. 240-248.
Ljapin S.H., Kukovjakin
A.V. Tematicheskie kollekcii polnotekstovyh zaprosov dlja izuchenija kontekstnogo znanija (proekt Humanitariana) // Sbornik nauchnyh trudov XVIII Ob"edinennoj nauchnoj konferencii «Internet i sovremennoe obshhestvo». SPb.: Universitet ITMO, 2015. S. 216-224.
Osipov G. S., Kurshev E. P., Kormalev D. A., Trofimov I. V., Rjabkov O. V., Tihomirov I. A. Semanticheskij poisk v srede internet. Pereslavl'-Zalesskij, IPS RAN. 2003.
Osipov G. S., Tihomirov I. A., Smirnov I. V.. Intellektual'nyj poisk v global'nyh i lokal'nyh vychislitel'nyh setjah i bazah dannyh // Programmnye sistemy: teorija i prilozhenija. Trudy mezhdunarodnoj konferencii. Programmnye sistemy: teorija i prilozhenija. IPS RAN, g. Pereslavl'-Zalesskij, maj 2004. M.: Fizmatlit, 2004. T. 1. S. 21-23.
Solov'ev V.D., Dobrov B.V., Ivanov V.V., Lukashevich N.V. Ontologii i tezaurusy: uchebnoe posobie. Kazan', M., 2006. 157 s.
Chernij A.V., Tuzovskij A.F. Razvitie informacionnoj sistemy organizacii s ispol'zovaniem semanticheskih tehnologij // Znanija–Ontologii–Teorija: Mater. Vseross. konf. s mezhdunar. uchastiem. – Novosibirsk, 20–22 oktjabrja 2009. Novosibirsk: ZAO «RIC Prajs-Kur'er», 2009. T. 2. C. 52–59.
Refbacks
- There are currently no refbacks.
Abava Кибербезопасность IT Congress 2024
ISSN: 2307-8162