The Use of Linguistic Methods of Text Processing for the Individualization of the Bank’s Financial Serviсe

Hlibko, S.; Vnukova, N.; Davydenko, D.; Pyvovarov, V.; Avanesian, V.

Публікація:
The Use of Linguistic Methods of Text Processing for the Individualization of the Bank’s Financial Serviсe

dc.contributor.author	Hlibko, S.
dc.contributor.author	Vnukova, N.
dc.contributor.author	Davydenko, D.
dc.contributor.author	Pyvovarov, V.
dc.contributor.author	Avanesian, V.
dc.date.accessioned	2023-06-09T17:18:06Z
dc.date.available	2023-06-09T17:18:06Z
dc.date.issued	2023
dc.description.abstract	The article deals with the application of morphological analysis of text processing to solve the problems of individualization of card services for bank customers. The level of interest in this linguistic tool in Ukraine and the world was determined using the Google Trends service. Based on a customer survey, a morphological analysis was conducted regarding personalizing the bank's card services. The results empirically determined the priority of forming loyalty programs, for example, a combination of criteria for choosing non-financial card product services and options for client settings. It is proposed to deepen the application of methods of using linguistic systems in the banking sphere through the introduction of the morphological analysis algorithm and automated decision-making products. A possible option for implementing a decision on the selection of card services through the DecisionMaking Helper program is presented, making it possible to speed up the data processing process and consider the client's individual needs more effectively
dc.identifier.citation	The Use of Linguistic Methods of Text Processing for the Individualization of the Bank’s Financial Serviсe [Електронний ресурс] / Hlibko S., Vnukova N., Davydenko D., Pyvovarov V., Avanesian V. // CoLInS 2023 Computational Linguistics and Intelligent Systems 2023 (Volume III) Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop Kharkiv, Ukraine, April 20-21, 2023. P.157-167 Режим доступу: paper13.pdf (ceur-ws.org)
dc.identifier.uri	https://openarchive.nure.ua/handle/document/23265
dc.language.iso	en
dc.subject	Linguistics
dc.subject	word processing
dc.subject	morphological analysis
dc.subject	card product personalization
dc.title	The Use of Linguistic Methods of Text Processing for the Individualization of the Bank’s Financial Serviсe
dc.type	Thesis
dspace.entity.type	Publication