The Influence of Various Text Characteristics on the Readability and Content Informativeness

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dc.contributor.authorKhairova, N. F.en
dc.contributor.authorKolesnyk, Anastasiiaen
dc.contributor.authorMamyrbayev, Orkenen
dc.contributor.authorMukhsina, Kuralayen
dc.date.accessioned2020-12-14T13:03:54Z
dc.date.available2020-12-14T13:03:54Z
dc.date.issued2019
dc.description.abstractCurrently, businesses increasingly use various external big data sources for extracting and integrating information into their own enterprise information systems to make correct economic decisions, to understand customer needs, and to predict risks. The necessary condition for obtaining useful knowledge from big data is analysing high-quality data and using quality textual data. In the study, we focus on the influence of readability and some particular features of the texts written for a global audience on the texts quality assessment. In order to estimate the influence of different linguistic and statistical factors on the text readability, we reviewed five different text corpora. Two of them contain texts from Wikipedia, the third one contains texts from Simple Wikipedia and two last corpora include scientific and educational texts. We show linguistic and statistical features of a text that have the greatest influence on the text quality for business corporations. Finally, we propose some directions on the way to automatic predicting the readability of texts in the Web.en
dc.identifier.citationThe Influence of Various Text Characteristics on the Readability and Content Informativeness [Electronic resource] / N. Khairova [et al.] // Proceedings of the 21st International Conference on Enterprise Information Systems (ICEIS 2019), May 3-5, 2019, Crete, Greece. Vol. 1 / ed. J. Filipe [et al.]. – Electron. text data. – Heraklion, 2019. – P. 462-469. – URL: https://www.scitepress.org/Papers/2019/77550/77550.pdf, free (accessed 14.12.2020).en
dc.identifier.doidoi.org/10.5220/0007755004620469
dc.identifier.orcidhttps://orcid.org/0000-0002-9826-0286
dc.identifier.orcidhttps://orcid.org/0000-0001-5817-0844
dc.identifier.orcidhttps://orcid.org/0000-0001-8318-3794
dc.identifier.orcidhttps://orcid.org/0000-0002-8627-1949
dc.identifier.urihttps://repository.kpi.kharkov.ua/handle/KhPI-Press/49832
dc.language.isoen
dc.subjecttext qualityen
dc.subjectreadability indexesen
dc.subjectlinguistic featuresen
dc.subjectstatistical characteristics of a documenten
dc.subjectsimple Wikipediaen
dc.subjectEnterprise Information Systemsen
dc.titleThe Influence of Various Text Characteristics on the Readability and Content Informativenessen
dc.typeThesisen

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Кафедра "Інтелектуальні комп'ютерні системи"