The Model of Words Cumulative Influence in a Text
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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.
KeywordsInfluence of words Word weight Visualization Computer modeling Impact model Analytical model
- 2.Lv, Y., Zhai, C.X.: Lower-bounding term frequency normalization. In: Proceedings of CIKM 2011, pp. 7–16 (2011)Google Scholar
- 4.Lande, D.V., Snarskii, A.A.: Compactified HVG for the language network. In: International Conference on Intelligent Information Systems: The Conference is Dedicated to the 50th Anniversary of the Institute of Mathematics and Computer Science, 20–23 August 2013, Chisinau, Moldova, Proceedings IIS/Institute of Mathematics and Computer Science, pp. 108–113 (2013)Google Scholar
- 6.Yagunova, E., Lande, D.: Dynamic frequency features as the basis for the structural description of diverse linguistic objects. In: CEUR Workshop Proceedings. Proceedings of the 14th All-Russian Scientific Conference “Digital Libraries: Advanced Methods and Technologies, Digital Collections”, 15–18 October, Pereslavl-Zalessky, Russia, pp. 150–159 (2012)Google Scholar