Text Classification for Authorship Attribution Analysis
نویسندگان
چکیده
منابع مشابه
Text Classification For Authorship Attribution Analysis
Authorship attribution mainly deals with undecided authorship of literary texts. Authorship attribution is useful in resolving issues like uncertain authorship, recognize authorship of unknown texts, spot plagiarism so on. Statistical methods can be used to set apart the approach of an author numerically. The basic methodologies that are made use in computational stylometry are word length, sen...
متن کاملAuthorship Attribution Using Text Distortion
Authorship attribution is associated with important applications in forensics and humanities research. A crucial point in this field is to quantify the personal style of writing, ideally in a way that is not affected by changes in topic or genre. In this paper, we present a novel method that enhances authorship attribution effectiveness by introducing a text distortion step before extracting st...
متن کاملAuthorship Attribution based on Data Compression for Telugu Text
Authorship attribution (AA) can be defined as the task of inferring characteristics of a document's author from the textual characteristics of the document itself. In this paper we evaluated the compression model for AA on Telugu text. We considered six different compressors namely Zip, BZip, GZip, LZW, PPM and PPMd in combination with three different compression distance measures such as ...
متن کاملPrincipal component analysis for authorship attribution
Recieved: 18, November, 2011 Revised: 19, June, 2012 Accepted: 22, July, 2012 Citation: Jamak, A., Savatić, A., Can, M. (2012). “Principal component analysis for authorship attribution”, Business Systems Research, Vol. 3, No. 2, pp. 49-56. DOI: 10.2478/v10305-012-0012-2
متن کاملReducing Vector Space Dimensionality in Automatic Classification for Authorship Attribution
RESUMEN For automatic classification, the implications of having too many classificatory features are twofold. On the one hand, some features may not be helpful in discriminating classes and should be removed from the classification. On the other hand, redundant features may produce negative effects as their number grows therefore their detrimental impact must be minimized or limited. In text c...
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ژورنال
عنوان ژورنال: Advanced Computing: An International Journal
سال: 2013
ISSN: 2229-726X,2229-6727
DOI: 10.5121/acij.2013.4501