以《时代》杂志和《时代》杂志为材料，运用m-grams研究陀思妥耶夫斯基的宣传风格特征

IF 0.3 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Vestnik Sankt-Peterburgskogo Universiteta Seriya 10 Prikladnaya Matematika Informatika Protsessy Upravleniya Pub Date : 2021-01-01 DOI:10.21638/11701/spbu10.2021.407

R. Abramov, K. Kulakov, A. Lebedev, N. Moskin, A. Rogov

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引用次数: 0

摘要

本文以陀思妥耶夫斯基在《时代》和《时代》(1861-1865)杂志上发表的文章为基础，专门研究陀思妥耶夫斯基的宣传风格。为此，文本片段(包括其他作者:M. M.陀思妥耶夫斯基、N. N.斯特拉霍夫、A. A.戈洛瓦切夫等)以500、700和1000字的大小进行选择，并计算双元和三元(词性编码序列)的出现次数。在此基础上建立了决策树，并对文本识别的准确率进行了分析。如果我们考虑树的剩余级别的类位置(片段大小为1000)，那么准确率平均为87个决策树。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Research of features of Dostoevsky’s publicistic style by using m-grams based on the materials of the “Time” and “Epoch” magazines

The paper is devoted to the study of the publicity style of F. M. Dostoevsky on the basis of publications in the journals “Time” and “Epoch” (1861-1865). For this, fragments of texts (including other authors: M. M. Dostoevsky, N. N. Strakhov, A. A. Golovachev, etc.) were selected in sizes of 500, 700 and 1000 words, on which the occurrence of bigrams and trigrams (encoded sequences of parts of speech) were counted. Decision trees were built on their basis and an analysis of the accuracy of text recognition was performed. If we consider the class cation at the rest level of the tree (fragment size 1000), then the accuracy was on average 87 resulting decision trees.

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来源期刊

Vestnik Sankt-Peterburgskogo Universiteta Seriya 10 Prikladnaya Matematika Informatika Protsessy Upravleniya MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-

CiteScore

1.30

自引率

50.00%

发文量

期刊介绍： The journal is the prime outlet for the findings of scientists from the Faculty of applied mathematics and control processes of St. Petersburg State University. It publishes original contributions in all areas of applied mathematics, computer science and control. Vestnik St. Petersburg University: Applied Mathematics. Computer Science. Control Processes features articles that cover the major areas of applied mathematics, computer science and control.