Language trees and zipping

In this Letter we present a very general method for extracting information from a generic string of characters, e.g., a text, a DNA sequence, or a time series. Based on data-compression techniques, its key point is the computation of a suitable measure of the remoteness of two bodies of knowledge. W...

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Veröffentlicht in:Physical review letters 2002-01, Vol.88 (4), p.048702-048702, Article 048702
Hauptverfasser: Benedetto, Dario, Caglioti, Emanuele, Loreto, Vittorio
Format: Artikel
Sprache:eng
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Zusammenfassung:In this Letter we present a very general method for extracting information from a generic string of characters, e.g., a text, a DNA sequence, or a time series. Based on data-compression techniques, its key point is the computation of a suitable measure of the remoteness of two bodies of knowledge. We present the implementation of the method to linguistic motivated problems, featuring highly accurate results for language recognition, authorship attribution, and language classification.
ISSN:0031-9007
1079-7114
DOI:10.1103/PhysRevLett.88.048702