Syntactic N-grams as features for the author profiling task

J.-P. Posadas-Durán, I. Markov, H. Gómez-Adorno, G. Sidorov, I. Batyrshin, A. Gelbukh, O. Pichardo-Lagunas

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

This paper describes our approach to tackle the Author Profiling task at PAN 2015. Our method relies on syntactic features, such as syntactic based n-grams of various types in order to predict the age, gender and personality traits that has the author of a given text. In this paper, we describe the used features, the employed classification algorithm, and other general ideas concerning the experiments we conducted.
Original languageEnglish
Title of host publicationCLEF 2015 - Working Notes of CLEF 2015 - Conference and Labs of the Evaluation Forum
EditorsG.J.F. Jones, L. Cappellato, N. Ferro, E. San Juan
PublisherCEUR-WS
Publication statusPublished - 2015
Externally publishedYes
Event16th Conference and Labs of the Evaluation Forum, CLEF 2015 - Toulouse, France
Duration: 8 Sept 201511 Sept 2015

Publication series

NameCEUR Workshop Proceedings
ISSN (Print)1613-0073

Conference

Conference16th Conference and Labs of the Evaluation Forum, CLEF 2015
Country/TerritoryFrance
CityToulouse
Period8/09/1511/09/15

Fingerprint

Dive into the research topics of 'Syntactic N-grams as features for the author profiling task'. Together they form a unique fingerprint.

Cite this