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JOURNALS // Vestnik Udmurtskogo Universiteta. Matematika. Mekhanika. Komp'yuternye Nauki // Archive

Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki, 2019 Volume 29, Issue 1, Pages 106–116 (Mi vuu670)

This article is cited in 2 papers

COMPUTER SCIENCE

Logical analysis of emotions in text from natural language

A. P. Bel'tyukov, M. M. Abbasi

Udmurt State University, ul. Universitetskaya, 1, Izhevsk, 426034, Russia

Abstract: The study of emotional text analysis today is one of the most interesting and developing areas. The emotions presented in the text and their analysis are a special topic of our interest. In this article, we will explore the various modal judgments in logic, the emotional model and their connection with the analysis of emotions. We will offer interpretations of some simple modalities in connection with information technologies for analyzing emotions in texts. We will expand the logic of the possible worlds; our modalities will better explain and comprehend this logic of the perceived state of the environment. We are presenting the logical formulas for defining the most common modalities for analyzing emotions from text. Our work is a continuation of the work done on modalities with more flexibility and completeness. The paper discusses the logical properties of emotional modalities, the logic of emotional evaluations and the definition of various modalities for analyzing emotions. We propose six different definitions of modalities and use three theorems to prove our hypothesis. This methodology also sets the directions for future research on logical modalities for analyzing emotions from text.

Keywords: text analysis, natural language processing, emotional modalities, emotion analysis.

UDC: 510.643

MSC: 03B45

Received: 15.02.2019

Language: English

DOI: 10.20537/vm190110



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