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Атрибуция текстов малого объёма. Статистические закономерности
С. 123–127.
In this paper we are talking about the results of using integrative (a combination of quantitative and qualitative analysis of the text) methodology of linguistic modeling as a tool for text attribution in the case of short text analysis. The problem of working with statistical text variables is highlighted and their role in attribution analysis is evaluated in this article.
Language:
Russian
Gorina O. G., / Series rs-8457236 "Research Square Preprints". 2025.
This paper addresses the problem of measuring stylometric similarity between texts. Traditional methods, such as Burrows’s Delta and its modifications, have several limitations, including dependence on a reference corpus and sensitivity to sample size, which reduces their reliability when working with short texts of fewer than 5,000 words. As an alternative, we propose a novel ...
Added: June 8, 2026
Dmitry Pronin, Evgeny Kazartsev, Digital Scholarship in the Humanities 2026 P. 1–15
This article repositions Burrows’s Delta as a flexible family of distance measures for exploratory and unsupervised stylometry, where interpretability and stability are as important as predictive accuracy. We introduce two probabilistic extensions, Rank-Turbulence Delta and Jensen–Shannon Delta, by reinterpreting uncentred standardized word-frequency vectors as non-negative representations that can be normalized into probability distributions and compared ...
Added: June 4, 2026
Alieva O., Вестник Православного Свято-Тихоновского гуманитарного университета. Серия 3: Филология 2025 Т. 84 С. 54–85
Despite the criticism, the standard chronology of Plato’s works continues to hold sway not only over “developmentalists”, but also over various types of “unitarians”. The authority of the standard chronology rests on the confidence that the division of the dialogues into three groups has been “proven” with quantitative methods. In addition to the general theoretical ...
Added: August 28, 2025
Orekhov B., / Series Computer Science "arxiv.org". 2024.
Burrows' Delta was introduced in 2002 and has proven to be an effective tool for author attribution. Despite the fact that it was applied to different languages, they mostly belong to the same grammatical type and use the same graphic principle to convey speech in writing: a phonemic alphabet with word separation using spaces. The question ...
Added: August 8, 2024
Orekhov B., / Series Computer Science "arxiv.org". 2024.
Added: August 8, 2024
Romanova T. V., Khomenko A., Вестник Воронежского государственного университета. Серия: Право 2023 № 4(55) С. 288–296
В настоящей статье речь идет о процесс автоматизации судебной атрибуционной (автороведческой) экспертизы текстового материала. Одной из задач исследования является рассмотрение тенденций, главенствующих в атрибуционной экспертизе, отечественной и иноязычной (преимущественно англоязычной), с целью анализа проблем и сложностей этого процесса, связанных с законодательной сферой. Посредством анализа норм существующего отечественного законодательства, а также некоторых прецедентов североамериканского и западноевропейского ...
Added: March 9, 2024
Mamitova N., Транспортное право и безопасность 2021 № 4(40) С. 309–315
Статья посвящена экспертизе НПА ...
Added: May 27, 2023
Khomenko A., В кн.: Фундаментальная лингвистика и проблемы судебной экспертизы: социальные сети как объект научного и экспертного анализа: сборник научных работ по итогам Международной научной конференции «Фундаментальная лингвистика и проблемы судебной экспертизы: социальные сети как объект научного и экспертного анализа» (Москва, 5–6 октября 2021 г.).: Государственный институт русского языка им. А.С. Пушкина, 2022. С. 37–56.
This paper discusses the testing of an integrative attribution analysis method for texts in the Russian language. It is based on interpretative language study with its objectification through the usage of mathematical statistics methods. The algorithm solves the identification problem of authorship attribution. Key words: written text attribution; forensic text attribution; language personality modeling; author's ...
Added: March 16, 2022
Romanova T. V., Khomenko A., Вестник Волгоградского государственного университета. Серия 2: Языкознание 2022 Т. 21 № 3 С. 143–157
The article deals with general and particular patterns of solving the identification problem of attributional linguistics on the texts of written network communication. The problem of determining text authorship is solved by comparing a disputed text, the author of which, according to the conditions of the experiment, is unknown, with texts, the authors of which ...
Added: March 16, 2022
Васькина Л. О., Khomenko A., В кн.: Текст в культурном, языковом, социальном пространстве: сборник научных статей.: Московский финансово-юридический университет МФЮА, 2021. С. 490–497.
In the paper the main steps of text attribution process are named, the relationship between attribution and individual written style is described. An important part of the work is the categorization of the semantic field of intensifier words. The possibility of using intensifier words as means of distinguishing individual styles of written text authors is ...
Added: March 16, 2022
Филиппова А. К., ООО Литературное агентство «ПРЕСТ», 2019.
A practice of performing Passion music of other composers in 1730-1740 years by J. S. Bach is considered in the article. Special attention is given to “Lukaspassion” BWV 246 and the chorale „Aus der Tiefen rufe ich”, which autograph occurred in XX century in Japan. The chorale has been arranged by Bach for a conclusion of the ...
Added: September 23, 2021
Khomenko A., Baranova Y., Romanov A. et al., , in: Компьютерная лингвистика и интеллектуальные технологииВып. 20 (27): Дополнительный том.: Изд-во РГГУ, 2021. P. 1063–1074.
This paper discusses approbation of an integrative attribution method for texts in the Russian language. The methodology goes after (Koppel, Schler 2003): computer program tries to imitate human expert work. So, it is based on interpretative language study with its objectification through mathematical statistics. The choice of parameters describing the author’s individual style is rooted ...
Added: August 11, 2021
Pimonova E., Durandin O., Malafeev A., , in: Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Lecture Notes in Computer Science, Revised Selected PapersVol. 11832.: Cham: Springer, 2019. P. 193–204.
This work tackles the problem of modeling author style in Russian. In particular, we solve the task of authorship attribution using the collected dataset of 30 authors, 1506 texts written in the period of 18th – 21st century. We apply various approaches to solving the attribution problem: Random Forest, Logistic Regression, SVM Classifier. In terms ...
Added: November 7, 2019
Litvinova T., Litvinova O., Panicheva P., , in: NLPIR 2019: Proceedings of the 2019 3rd International Conference on Natural Language Processing and Information Retrieval.: ACM, 2019. Ch. 3 P. 9–14.
Authorship attribution is an important field in online security. Recently there have been numerous successful works in authorship attribution in various European languages. Character n-grams are reported to be the best choice in authorship attribution, as they encode both style and content information. We evaluate different types of character n-gram features in an authorship attribution ...
Added: October 28, 2019
Khomenko A., В кн.: Язык. Право. Общество: сб.ст.Всерос.науч.-практ.конф.: Пенза: Издательство ПГУ, 2013. Гл. 52 С. 356–369.
В статье идет речь о поиске наиболее объективной методики атрибуции текста для судебного автороведения. В рамках исследования была сделана попытка интеграции интерпретационных методов анализа текста с методами математической статистики и теории вероятности. ...
Added: December 2, 2017
Khomenko A., Политическая лингвистика 2014 № 4 С. 306–312
In this article we are talking about the possibilities of authorship identification and linguistic analysis techniques in determining the originality of the text. Methodology proposed in the article is based on semantic analysis of definitions "novelty", "originality", "creative nature" in conjunction with authorship identification analysis, that is analysis of linguistic characteristics of individual author's style. ...
Added: December 2, 2017
Nikogosyan M., В кн.: Экспертиза и атрибуция произведений изобразительного и декоративно-прикладного искусства. XIX научная конференция, ГТГ, «Магнум-Арс» 26-28 ноября 2014. Материалы.: М.: Объединение Магнум-Арс, 2015. С. 160–165.
Картина, поступившая на реставрацию в ВХНРЦ им.И.Э.Грабаря как произведение неизвестного художника второй половины XVIII века, была атрибуирована как произведение венецианского живописца Джованни Антонио Пеллегрини (1675-1741). Результаты проведенного технико-технологического исследования позволили установить, что картина представляет собой сохранившийся фрагмент большей по размеру композиции "Эрминия у пастухов". Предположительно, картину из Тульского музея можно датировать 1720-1730ми годами, периодом работы ...
Added: July 11, 2017
Savchenko A., Neural Networks 2013 Vol. 46 P. 227–241
The article is devoted to pattern recognition task with the database containing small number of samples per class. By mapping of local continuous feature vectors to a discrete range, this problem is reduced to statistical classification of a set of discrete finite patterns. It is demonstrated that Bayesian decision under the assumption that probability distributions ...
Added: June 16, 2013