TY - GEN
T1 - Syntactic N-grams as features for the author profiling task
AU - Posadas-Durán, J.-P.
AU - Markov, I.
AU - Gómez-Adorno, H.
AU - Sidorov, G.
AU - Batyrshin, I.
AU - Gelbukh, A.
AU - Pichardo-Lagunas, O.
PY - 2015
Y1 - 2015
N2 - 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.
AB - 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.
M3 - Conference contribution
T3 - CEUR Workshop Proceedings
BT - CLEF 2015 - Working Notes of CLEF 2015 - Conference and Labs of the Evaluation Forum
A2 - Jones, G.J.F.
A2 - Cappellato, L.
A2 - Ferro, N.
A2 - San Juan, E.
PB - CEUR-WS
T2 - 16th Conference and Labs of the Evaluation Forum, CLEF 2015
Y2 - 8 September 2015 through 11 September 2015
ER -