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Feature selections for authorship attribution
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013The authorship attribution (AA) problem can be viewed as a categorization problem. To determine the most effective features to discriminate between different authors, we have evaluated six independent feature-scoring selection functions (information gain, pointwise mutual information, odds ratio, χ2, DIA, and the document frequency (df)).
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Authorship attribution deals with identifying the authors of anonymous texts. This project considers the problem of authorship attribution for two types of text: online reviews and court judgments.
Zukerman, Ingrid +4 more
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Zukerman, Ingrid +4 more
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Statistical Models for Authorship Attribution
2019A combination of three hypothesis methods has been proposed for authorship attribution. These are: the Student’s t-test, the Kolmogorov-Smirnov’s test and the chi-square test. This combination of methods can perfect adequacy of authorship attribution. With the help of these methods, the quantity of phoneme groups is minimized.
Iryna Khomytska, Vasyl Teslyuk
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Authorship Attribution of Arabic Articles
2019With the huge size and large diversity of web content and the appearance of more social media platforms and blog websites, more people are contributing content of varying quality. Many users prefer to keep themselves anonymous when posting material to the web, which resulted in more pieces of text: articles, blogs, essays and emails being published ...
Maha Hajja, Ahmad Yahya, Adnan H. Yahya
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Adversarial Authorship Attribution for Deobfuscation
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022Wanyue Zhai +3 more
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On sequential selection of attributes to be discretized for authorship attribution
2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 2017Different data mining techniques are employed in stylometry domain for performing authorship attribution tasks. Sometimes to improve the decision system the discretization of input data can be applied. In many cases such approach allows to obtain better classification results.
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Albanian Authorship Attribution Model
2023 12th Mediterranean Conference on Embedded Computing (MECO), 2023Arta Misini +2 more
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A review on authorship attribution in text mining
Wiley Interdisciplinary Reviews: Computational Statistics, 2023Mingzhe Jin
exaly