Authorship Verification, Neighborhood-based Classification
نویسندگان
چکیده
منابع مشابه
A Profile-Based Method for Authorship Verification
Authorship verification is one of the most challenging tasks in stylebased text categorization. Given a set of documents, all by the same author, and another document of unknown authorship the question is whether or not the latter is also by that author. Recently, in the framework of the PAN-2013 evaluation lab, a competition in authorship verification was organized and the vast majority of sub...
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Authorship verification is wildly discussed topic at these days. In the authorship verification problem, we are given examples of the writing of an author and are asked to determine if given texts were or were not written by this author. In this paper we present an algorithm using syntactic analysis system SET for verifying authorship of the documents. We propose three variants of two-class mac...
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Compression models represent an interesting approach for different classification tasks and have been used widely across many research fields. We adapt compression models to the field of authorship verification (AV), a branch of digital text forensics. The task in AV is to verify if a questioned document and a reference document of a known author are written by the same person. We propose an in...
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Authorship verification is the task of, given a document and a candidate author, determining whether or not the document was written by the candidate author. Traditional approaches to authorship verification have revolved around a “candidate author vs. everything else” approach. Thus, perhaps the most important aspect of performing authorship verification on a document is the development of an ...
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Abstract. One common version of the authorship attribution problem is that of authorship verification. We need to determine whether a given author, for whom we have a corpus of writing samples, is also the author of a given anonymous text. The set of alternate candidates is not limited to a given finite closed set. In this paper we show how usual text categorization methods can be adapted to so...
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ژورنال
عنوان ژورنال: Computación y Sistemas
سال: 2017
ISSN: 2007-9737,1405-5546
DOI: 10.13053/cys-21-2-2733