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Stylometry

Stylometry is the application of the study of linguistic style, usually to written language. It has also been applied successfully to music, paintings, chess, and source code.

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Overview

History

Applications

Features

Adversarial stylometry

Current research

Academic venues and events

Case studies of interest

Data and methods

Authorship attribution in instant messaging

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Map overview Semantic statistics

Stylometry

Nodes141
Edges140
Triples423
Avg. degree1.99
Density0.014184
Components1

How this topic connects Entity context

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Stylometry

Top relations

related to References · 214
Stylometry → ACM Computing Surveys, ACM Transactions, Adversarial, Adversarial Authorship Attribution, Adversarial Settings, Adversarial Stylometry, Adversarial Stylometry Experiment, Afroz, Ahmad, Allen, An, An Essay, An Introduction, And It's, Andrei, Aneez, Annual Meeting, Anonymity, Anthony, Applications
related to Case studies of interest · 117
Stylometry → According, After, Alarcón, Analyzing, Auckland, Based, Bill Clinton, Branwell, Burrows, California, Camilla Läckberg, CE, Charlotte, Christian Literature, Clement Clarke Moore Vs, Constantine, Cuéllar González, Dalhousie University, Delta, Dick Helander
related to Current research · 21
Stylometry → Antwerp, Dr Patrick Juola, Dr Véronique Hoste, Duquesne University, Dutch, Ghent, Internet, Jan Rybicki, Java Graphical Authorship Attribution, JGAAP, Maciej Eder, Mike Kestemont, Modern, Oxford University, Peter Millican, Prof Walter Daelemans, Program, Signature, Software, Stylene
related to ACL · 9
Stylometry → ACL, Annual Meeting, Association, Computational Linguistics, Conference, EMNLP, Empirical Methods, Natural Language Processing, The Association
has application · 8
Stylometry → Applications, English, Icelandic, It, Plato, Recently, Socratic, There
related to history · 8
Stylometry → Early, English Renaissance, Fletcher, John Fletcher's, Massinger's, Philip Massinger, Researchers, The
related to Adversarial stylometry · 6
Stylometry → Adversarial, All, Several, Such, The, This
has method · 4
Stylometry → In, Most, Since, Whereas
related to Genetic algorithms · 4
Stylometry → An, If, The, This
related to PAN · 4
Stylometry → ACM SIGIR, CLEF, FIRE, PAN

Important terminology Word statistics

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Important terminology

authorship author analysis text used attribution adversarial doi style stylometric authors 10 texts one method also written information use methods

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Stylometryis aapplication of the study of linguistic style0.90text
Stylometryis apractice of altering writing style to reduce the potential for stylometry to discover the author's identity or their characteristics0.90text
those adopted for the earlyinstance ofwho chose different stylistic policies0.80text
middle dialogues addressing the Socratic probleminstance ofwho chose different stylistic policies0.80text
measures of lexical variationinstance ofand on the other hand similar to those used for readability analysis0.80text
syntactic variationinstance ofand on the other hand similar to those used for readability analysis0.80text
nounsinstance ofresearch experiments in authorship attribution mostly remove content words0.80text
adjectivesinstance ofresearch experiments in authorship attribution mostly remove content words0.80text
and verbs from the feature setinstance ofresearch experiments in authorship attribution mostly remove content words0.80text
only retaining structural elements of the text to avoid overfitting their models to topic rather than author characteristicsinstance ofresearch experiments in authorship attribution mostly remove content words0.80text
average word length or average sentence lengthinstance ofyielding measures0.80text
Signatureinstance ofSoftware systems0.80text

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