Sociolinguistic Features for Author Gender Identification: From Qualitative Evidence to Quantitative Analysis

Forskningsoutput: TidskriftsbidragArtikel i vetenskaplig tidskrift

Abstract

Theoretical and empirical studies prove the strong relationship between social factors and the individual linguistic attitudes. Different social categories, such as gender, age, education, profession and social status, are strongly related with the linguistic diversity of people’s everyday spoken and written interaction. In this paper, sociolinguistic studies addressed to gender differentiation are overviewed in order to identify how various linguistic characteristics differ between women and men. Thereafter, it is examined if and how these qualitative features can become quantitative metrics for the task of gender identification from texts on web blogs. The evaluation results showed that the “syntactic complexity”, the “tag questions”, the “period length”, the “adjectives” and the “vocabulary richness” characteristics seem to be significantly distinctive with respect to the author’s gender.

Detaljer

Författare
  • Vasiliki Simaki
  • Christina Aravantinou
  • Iosif Mporas
  • Marianna Kondyli
  • Vasileios Megalooikonomou
Enheter & grupper
Externa organisationer
  • Linnaeus University
  • University of Patras
  • University of Hertfordshire
Forskningsområden

Ämnesklassifikation (UKÄ) – OBLIGATORISK

  • Jämförande språkvetenskap och lingvistik
Originalspråkengelska
Sidor (från-till)65-84
TidskriftJournal of Quantitative Linguistics
Volym24
Utgåva nummer1
Tidigt onlinedatum2016 okt 8
StatusPublished - 2017 jan
PublikationskategoriForskning
Peer review utfördJa