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Stylometry
Stylometry is the application of the study of linguistic style, usually to written language. Argamon, Shlomo, Kevin Burns, and Shlomo Dubnov, eds. The structure of style: algorithmic approaches to understanding manner and meaning. Springer Science & Business Media, 2010. It has also been applied successfully to music, paintings, and chess. Stylometry is often used to attribute authorship to anonymous or disputed documents. It has legal as well as academic and literary applications, ranging from the question of the authorship of Shakespeare's works to forensic linguistics and has methodological similarities with the analysis of text readability. Stylometry may be used to unmask pseudonymous or anonymous authors, or to reveal some information about the author short of a full identification. Authors may use adversarial stylometry to resist this identification by eliminating their own stylistic characteristics without changing the meaningful content of their communications. ...
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Code Stylometry
Code stylometry (also known as program authorship attribution or source code authorship analysis) is the application of stylometry to computer code to attribute authorship to anonymous binary or source code. It often involves breaking down and examining the distinctive patterns and characteristics of the programming code and then comparing them to computer code whose authorship is known. Unlike software forensics, code stylometry attributes authorship for purposes other than intellectual property infringement, including plagiarism detection, copyright investigation, and authorship verification. History In 1989, researchers Paul Oman and Curtis Cook identified the authorship of 18 different Pascal programs written by six authors by using “markers” based on typographic characteristics. In 1998, researchers Stephen MacDonell, Andrew Gray, and Philip Sallis developed a dictionary-based author attribution system called IDENTIFIED (Integrated Dictionary-based Extraction of Non-l ...
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Pseudonymous
A pseudonym (; ) or alias () is a fictitious name that a person assumes for a particular purpose, which differs from their original or true meaning (orthonym). This also differs from a new name that entirely or legally replaces an individual's own. Many pseudonym holders use them because they wish to remain anonymous and maintain privacy, though this may be difficult to achieve as a result of legal issues. Scope Pseudonyms include stage names, user names, ring names, pen names, aliases, superhero or villain identities and code names, gamertags, and regnal names of emperors, popes, and other monarchs. In some cases, it may also include nicknames. Historically, they have sometimes taken the form of anagrams, Graecisms, and Latinisations. Pseudonyms should not be confused with new names that replace old ones and become the individual's full-time name. Pseudonyms are "part-time" names, used only in certain contexts: to provide a more clear-cut separation between one's private an ...
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Pseudonym
A pseudonym (; ) or alias () is a fictitious name that a person assumes for a particular purpose, which differs from their original or true meaning ( orthonym). This also differs from a new name that entirely or legally replaces an individual's own. Many pseudonym holders use them because they wish to remain anonymous and maintain privacy, though this may be difficult to achieve as a result of legal issues. Scope Pseudonyms include stage names, user names, ring names, pen names, aliases, superhero or villain identities and code names, gamertags, and regnal names of emperors, popes, and other monarchs. In some cases, it may also include nicknames. Historically, they have sometimes taken the form of anagrams, Graecisms, and Latinisations. Pseudonyms should not be confused with new names that replace old ones and become the individual's full-time name. Pseudonyms are "part-time" names, used only in certain contexts: to provide a more clear-cut separation between one's privat ...
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Content Similarity Detection
Plagiarism detection or content similarity detection is the process of locating instances of plagiarism or copyright infringement within a work or document. The widespread use of computers and the advent of the Internet have made it easier to plagiarize the work of others. Bretag, T., & Mahmud, S. (2009). A model for determining student plagiarism: Electronic detection and academic judgement. ''Journal of University Teaching & Learning Practice, 6''(1). Retrieved from http://ro.uow.edu.au/jutlp/vol6/iss1/6 Detection of plagiarism can be undertaken in a variety of ways. Human detection is the most traditional form of identifying plagiarism from written work. This can be a lengthy and time-consuming task for the reader and can also result in inconsistencies in how plagiarism is identified within an organization. Text-matching software (TMS), which is also referred to as "plagiarism detection software" or "anti-plagiarism" software, has become widely available, in the form of both com ...
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Anonymity
Anonymity describes situations where the acting person's identity is unknown. Anonymity may be created unintentionally through the loss of identifying information due to the passage of time or a destructive event, or intentionally if a person chooses to withhold their identity. There are various situations in which a person might choose to remain anonymous. Acts of charity have been performed anonymously when benefactors do not wish to be acknowledged. A person who feels threatened might attempt to mitigate that threat through anonymity. A witness to a crime might seek to avoid retribution, for example, by anonymously calling a crime tipline. In many other situations (like conversation between strangers, or buying some product or service in a shop), anonymity is traditionally accepted as natural. Some writers have argued that the term "namelessness", though technically correct, does not capture what is more centrally at stake in contexts of anonymity. The important idea here is ...
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Shakespeare Attribution Studies
Shakespeare attribution studies is the scholarly attempt to determine the authorial boundaries of the William Shakespeare canon, the extent of his possible collaborative works, and the identity of his collaborators. The studies, which began in the late 17th century, are based on the axiom that every writer has a unique, measurable style that can be discriminated from that of other writers using techniques of textual criticism originally developed for biblical and classical studies. The studies include the assessment of different types of evidence, generally classified as internal, external, and stylistic, of which all are further categorised as traditional and non-traditional. The Shakespeare canon The Shakespeare canon is generally defined by the 36 plays published in the First Folio (1623), some of which are thought to be collaborations or to have been edited by others, and two co-authored plays, ''Pericles, Prince of Tyre'' (1609) and ''The Two Noble Kinsmen'' (1634); two ...
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Wincenty Lutosławski
Wincenty Lutosławski (6 June 1863 – 28 December 1954) was a Polish philosopher, author, and member of the Polish National League. Life and career Early life Wincenty was the eldest son of Franciszek Dionizy Lutosławski, a landowner from Drozdowo and Maria Lutosławska, née Szczygielska. He was half-brother to Józef Lutosławski, who was the father of composer Witold Lutosławski. In his youth he was home schooled. In 1880, after suffering a breakdown, he became an atheist and materialist. A year later he graduated from secondary school in Mitawa and commenced his studies at the Riga Polytechnic, where he lasted only for three semesters. He was unable to complete his studies due to poor health as well as the internal conflict within Arkonia fraternity. In 1884 he enrolled at Dorpat University to study chemistry and philosophy – he was taught among others by the philosopher – Gustav Teichmüller. In April 1885 he experienced a breakthrough – one he himself describe ...
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John Fletcher (playwright)
John Fletcher (December 1579 – August 1625) was an English playwright. Following William Shakespeare as house playwright for the King's Men, he was among the most prolific and influential dramatists of his day; during his lifetime and in the Stuart Restoration, his fame rivalled Shakespeare's. Fletcher collaborated in writing plays, chiefly with Francis Beaumont or Philip Massinger, but also with Shakespeare and others. Although his reputation has subsequently declined, he remains an important transitional figure between the Elizabethan popular tradition and the popular drama of the Restoration. Early life Fletcher was born in December 1579 (baptised 20 December) in Rye, Sussex, and died of the plague in August 1625 (buried 29 August in St. Saviour's, Southwark). His father Richard Fletcher was an ambitious and successful cleric who was in turn Dean of Peterborough, Bishop of Bristol, Bishop of Worcester and Bishop of London (shortly before his death), as well as ch ...
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Plato
Plato ( ; Greek language, Greek: , ; born  BC, died 348/347 BC) was an ancient Greek philosopher of the Classical Greece, Classical period who is considered a foundational thinker in Western philosophy and an innovator of the written dialogue and dialectic forms. He influenced all the major areas of theoretical philosophy and practical philosophy, and was the founder of the Platonic Academy, a philosophical school in History of Athens, Athens where Plato taught the doctrines that would later become known as Platonism. Plato's most famous contribution is the theory of forms, theory of forms (or ideas), which aims to solve what is now known as the problem of universals. He was influenced by the pre-Socratic thinkers Pythagoras, Heraclitus, and Parmenides, although much of what is known about them is derived from Plato himself. Along with his teacher Socrates, and his student Aristotle, Plato is a central figure in the history of Western philosophy. Plato's complete ...
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Keystroke Dynamics
Keystroke dynamics, keystroke biometrics, typing dynamics, or typing biometrics refer to the collection of biometric information generated by key-press-related events that occur when a user types on a keyboard. Use of patterns in key operation to identify operators predates modern computing, and has been proposed as an authentication alternative to passwords and PIN numbers. Science The behavioral biometric of keystroke dynamics uses the manner and rhythm in which an individual types characters on a keyboard or keypad. The user's keystroke rhythms are measured to develop a unique biometric template of the user's typing pattern for future authentication. Keystrokes are separated into static and dynamic typing, which are used to help distinguish between authorized and unauthorized users. Vibration information may be used to create a pattern for future use in both identification and authentication tasks. History During the late nineteenth century, telegram operators began ...
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Stylistics (linguistics)
Stylistics, a branch of applied linguistics, is the study and interpretation of texts of all types, but particularly literary texts, and spoken language with regard to their linguistic and tonal style, where style is the particular variety of language used by different individuals in different situations and settings. For example, the vernacular, or everyday language, may be used among casual friends, whereas more formal language, with respect to grammar, pronunciation or accent, and lexicon or choice of words, is often used in a cover letter and résumé and while speaking during a job interview. As a discipline, stylistics links literary criticism to linguistics. It does not function as an autonomous domain on its own, and it can be applied to an understanding of literature and journalism as well as linguistics. Sources of study in stylistics may range from canonical works of writing to popular texts, and from advertising copy to news, non-fiction, and popular culture, as wel ...
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Overfitting
In mathematical modeling, overfitting is "the production of an analysis that corresponds too closely or exactly to a particular set of data, and may therefore fail to fit to additional data or predict future observations reliably". An overfitted model is a mathematical model that contains more parameters than can be justified by the data. In the special case where the model consists of a polynomial function, these parameters represent the degree of a polynomial. The essence of overfitting is to have unknowingly extracted some of the residual variation (i.e., the Statistical noise, noise) as if that variation represented underlying model structure. Underfitting occurs when a mathematical model cannot adequately capture the underlying structure of the data. An under-fitted model is a model where some parameters or terms that would appear in a correctly specified model are missing. Underfitting would occur, for example, when fitting a linear model to nonlinear data. Such a model ...
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