The Model of Words Cumulative Influence in a Text
// Recent Developments in Data Science and Intelligent Analysis of Information / Advances in Intelligent Systems and Computing (ISSN: 2194-5357). / Proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4-7, 2018, Kyiv, Ukraine. - Springer Nature, 2018. - Vol 836. - pp. 249-256. DOI: https://doi.org/10.1007/978-3-319-97885-7_25
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A new approach to evaluation of the influence of words in a text is considered. An analytical model of the influence of words is presented. The appearance of a word is revealed as a surge of influence that extends to the subsequent text as part of the approach. Effects of individual words are accumulated. Computer simulation of the spread of influence of words is carried out; a new method of visualization is proposed as well. The proposed approach is demonstrated using an example of J.R.R. Tolkien?s novel ?The Hobbit.? The proposed and implemented visualization method generalizes already existing methods of visualizing of the unevenness of words presence in a text.
Keywords: Influence of words; Word weight; Visualization; Computer modeling; Impact model; Analytical model |
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