This overview presents the framework and the results for the Author Profiling shared task at PAN 2015. This year task aims at identifying age, gender and personality traits of Twitter users. With the help of an online personality test\footnote{In order to address ethical and privacy issues, authors were asked for their permission to use the tweets when answering the personality test. The dataset was anonymised, password protected, and released to task participants only.} a dataset was collected from Twitter with annotations about age, gender and Big Five personality traits in four different languages: English, Spanish, Italian and Dutch. The approaches of 22 participants and their results are presented.

Overview of the 3rd Author Profiling Task at PAN 2015 / Rangel, Francisco; Celli, Fabio; Rosso, Paolo; Potthast, Martin; Stein, Benno; Daelemans, Walter. - ELETTRONICO. - (2015). ((Intervento presentato al convegno PAN - CLEF2015 tenutosi a Toulouse, france nel 8-11 september 2015.

Overview of the 3rd Author Profiling Task at PAN 2015

Celli, Fabio;
2015

Abstract

This overview presents the framework and the results for the Author Profiling shared task at PAN 2015. This year task aims at identifying age, gender and personality traits of Twitter users. With the help of an online personality test\footnote{In order to address ethical and privacy issues, authors were asked for their permission to use the tweets when answering the personality test. The dataset was anonymised, password protected, and released to task participants only.} a dataset was collected from Twitter with annotations about age, gender and Big Five personality traits in four different languages: English, Spanish, Italian and Dutch. The approaches of 22 participants and their results are presented.
CLEF2015 Working Notes. Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum.
Toulouse, France
Notebook Papers
Rangel, Francisco; Celli, Fabio; Rosso, Paolo; Potthast, Martin; Stein, Benno; Daelemans, Walter
Overview of the 3rd Author Profiling Task at PAN 2015 / Rangel, Francisco; Celli, Fabio; Rosso, Paolo; Potthast, Martin; Stein, Benno; Daelemans, Walter. - ELETTRONICO. - (2015). ((Intervento presentato al convegno PAN - CLEF2015 tenutosi a Toulouse, france nel 8-11 september 2015.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11572/116601
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