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  1. Home
  2. Stylometry And Forensic Science: A Literature Review.
  1. Home
  2. Stylometry And Forensic Science: A Literature Review.

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Stylometry and forensic science: A literature review.

Valentina Cammarota1, Silvia Bozza1,2, Claude-Alain Roten3

  • 1School of Criminal Justice, University of Lausanne, Lausanne, Switzerland.

Forensic Science International. Synergy
|January 9, 2025

View abstract on PubMed

Summary
This summary is machine-generated.

Stylometry, the study of authorial style, needs a probabilistic framework for forensic science acceptance. Addressing unresolved issues will integrate this method into judicial proceedings.

Keywords:
Authorship attributionForensic stylisticsStylometry

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Area of Science:

  • Forensic Science
  • Computational Linguistics
  • Digital Forensics

Background:

  • Stylometry analyzes linguistic style for authorship attribution.
  • Its history and scientific basis are established.
  • However, its application in forensic science faces challenges.

Purpose of the Study:

  • To review the literature on stylometry and its forensic applications.
  • To identify unresolved issues hindering its acceptance in forensic science.
  • To propose solutions for integrating stylometry into judicial proceedings.

Main Methods:

  • Literature review of stylometry and forensic science.
  • Analysis of the current state of the art in stylometry.
  • Identification of gaps in probabilistic procedures for forensic analysis.

Main Results:

  • Stylometry has a solid scientific foundation but lacks a coherent probabilistic framework for forensic use.
  • Key unresolved aspects require academic attention for forensic acceptance.
  • International guidelines, like those from the European Network of Forensic Science Institutes, offer a path forward.

Conclusions:

  • Stylometry's integration into forensic science requires addressing the absence of probabilistic procedures.
  • Adopting international standards will enhance the reliability and acceptance of stylometry in legal contexts.
  • Developing these solutions will facilitate the use of stylometry in judicial proceedings.