DOI: 10.53084/22209050_2022_25_19
О.В. Алиева
Опыт измерения стилистической однородности методом Delta
на материале Платоновского корпуса.Аннотация: В статье рассматривается возможность количественного измерения стилистической неоднородности текстов на материале Платоновского корпуса с применением метода измерения стилистической разницы, известного как Delta Берроуза. Автор приходит к выводу, что использование для машинной классификации ограниченного числа авторских профилей, соотносимых с заведомо известными или предполагаемыми колебаниями авторского стиля, малоинформативно. Вместо этого предлагается использование шорт-листов на отрезках разной длины, когда для каждого блока испытуемого текста определяются его ближайшие соседи. При этом в работе с блоками в 3000 и 5000 слов подтвердилась установленная другими количественными методами
принадлежность «Филеба» к «поздней» группе, что подтверждает эффективность Delta. Результаты, полученные на блоках меньшей длины, более подвержены случайным колебаниям частотности, однако они могут приниматься во внимание в тех случаях, когда есть дополнительные основания допускать стилистические сдвиги в определенных отрывках.
Ключевые слова: Delta, стилометрия, Платон, частотные слова, «Филеб»
Для цитирования: Алиева О.В. Опыт измерения стилистической однородности методом Delta на материале Платоновского корпуса. Аристей XXV (2022): 19–37.
O.V. Alieva
Measuring Stylistic Homogeneity with Burrows' Delta: An Experiment with Corpus Platonicum Abstract: This paper considers the possibility of quantitative measurement of Plato's style using Burrows' Delta. The author concludes that the result is not very informative if a limited number of author's profiles, each corresponding to the known or assumed fluctuations in the author's style, is used for machine classification. Instead, minimal Delta distances calculated for the whole corpus can be used for making short-lists for each segment of a test text. Thus, with blocks of 3000 and 5000, Delta confirms the traditional assignment of Plato's Philebus to the late group, listing among its closest neighbors the Laws, the Sophist and the Statesman. For smaller samples (1000 words), dialogues of the middle group make appearance in the short-lists for some blocks. Even if these results are more likely to be affected by random noise, they can be taken into consideration if there are additional reasons to suspect stylistic shifts in the given blocks.
Keywords: Delta, stylometry, Plato, most frequent words, Philebus
To cite this article: Alieva O.V. Experience in measuring stylistic homogeneity by the Delta method on the material of the Platonic Corpus. Aristeas XXV (2022): 19–37.
Литература/ReferencesArgamon Sh. 2008: Interpreting Burrows's Delta: Geometric and Probabilistic Foundations. Literary and Linguistic Computing 23/2: 131–147.
Brandwood L. 1990: The Chronology of Plato's Dialogues. Cambridge.
Brandwood L. 1992: Stylometry and Chronology. In: Kraut R. (ed.). The Cambridge
Companion to Plato. Cambridge. 90–120.
Burrows J. 2002: Delta: A Measure of Stylistic Difference and a Guide to Likely Authorship. Literary and Linguistic Computing 17/3: 267–287.
Eder M. 2011: Style-Markers in Authorship Attribution: A Cross-Language Study of the
Authorial Fingerprint. Studies in Polish Linguistics 6/1: 99–114.
Eder M. 2015a: Does Size Matter? Authorship Attribution, Small Samples, Big Problem.
Digital Scholarship in the Humanities 30/2: 167–182.
Eder M. 2015b: Taking Stylometry to the Limits: Benchmark Study on 5281 Texts from
Patrologia Latina. In: Digital Humanities 2015. Sydney.
Eder M. 2016: Rolling Stylometry. Digital Scholarship in the Humanities 31/3: 457–469.
Eder M. 2017: Short Samples in Authorship Attribution: A New Approach. In: Digital
Humanities 2017. Montreal.
https://dh2017.adho.org/abstracts/341/341.pdf.
Eder M., Rybicki J. 2012: Do Birds of a Feather Really Flock Together, or How to
Choose Training Samples for Authorship Attribution. Literary and Linguistic Computing
28/2: 229–36.
Eder M., Rybicki J., Kestemont M. 2016: Stylometry with R: A Package for Computational Text Analysis. The R Journal 8/1: 107–121.
Evert S., Proisl Th., Jannidis F., Reger I., Pielström S., Schöch Ch., Vitt Th. 2017: Understanding and Explaining Delta Measures for Authorship Attribution. Digital Scholarship in the Humanities 32 (Suppl. 2): ii4–ii16.
Hoover D.L. 2004a: Delta Prime? Literary and Linguistic Computing 19/4: 477–495.
Hoover D.L. 2004b: Testing Burrows's Delta. Literary and Linguistic Computing 19/4:
453–475.
Jannidis F., Pielström S., Schöch Ch., Vitt Th. 2015: Improving Burrows' Delta. An Empirical Evaluation of Text Distance Measures. In: Digital Humanities 2015. Sydney.
Kenny A. 1982: The Computation of Style: An Introduction to Statistics for Students of
Literature and Humanities. Oxford.
Koentges Th. 2020: The Un-Platonic Menexenus: A Stylometric Analysis with More
Data. Greek, Roman, and Byzantine Studies 60/2: 211–241.
Ledger G.R. 1989: Re-counting Plato: A Computer Analysis of Plato's Style. Oxford.
Mooradian N. 1996: Converting Protarchus: Relativism and False Pleasures of Anticipation in Plato's Philebus. Ancient Philosophy 16/1: 93–112.
Nails D., Thesleff H. 2003. Early Academic Editing: Plato's Laws. In: Scolnicov S., Brisson
L. (eds.). Plato's Laws: From Theory into Practice. Sankt Augustin. 14–29.
Orekhov B.V. 2020: «Iliada» E.I. Kostrova i «Iliada» A.I. Lyubzhina: stilemetricheskiy
aspect [Iliad by Kostrov and Iliad by Lyubzhin: the Stylometry Case]. Aristeas 21: 282–296.
Орехов Б.В. «Илиада» Е.И. Кострова и «Илиада» А.И. Любжина: стилеметрический
аспект. Аристей 21: 282–296.
Rybicki J., Eder M. 2011: Deeper Delta across Genres and Languages: Do We Really
Need the Most Frequent Words? Literary and Linguistic Computing 26/3: 315–321.
Savoy J. 2020: Machine Learning Methods for Stylometry: Authorship Attribution and
Author Profiling. Cham.
Smith P.W.H., Aldridge W. 2011: Improving Authorship Attribution: Optimizing Burrows'
Delta Method. Journal of Quantitative Linguistics 18/1: 63–88.
Tarrant H. 2010: Some Support from Computational Stylistics. Hermathena 189: 93–101.
Tarrant H. 2011: A Six-Book Version of Plato's Republic: Same Text Divided Differently,
or Early Version? In: Mackay A. (ed.). ASCS 32 Selected Proceedings.
http://ascs.org.au/news/ascs32/Tarrant.pdf Vatri A., McGillivray B. 2018: The Diorisis Ancient Greek Corpus: Linguistics and Literature. Research Data Journal for the Humanities and Social Sciences 3/1: 55–65.
Vatri A., McGillivray B. 2020: Lemmatization for Ancient Greek: An Experimental Assessment of the State of the Art. Journal of Greek Linguistics 20/2: 179–196.
Nails D. 2019: Lyudi Platona: prosopografiya Platona i drugikh sokratikov [The People
of Plato: A Prosopography of Plato and Other Socratics]. Moscow.
Solovyov R.S. 2020: Zakony Platona kak relevantnyy kontekst shkol'nogo dialoga Evtifron [Plato's Laws as a Relevant Context of the School Dialogue Euthyphro]. Bogoslovskiy vestnik [Theological Herald] 3/38: 341–351.
Автор / Author:
О.В. Алиева / O.V. Alieva