TY  - CHAP
U1  - Buchbeitrag
A1  - Hansen, Sandra
A1  - Schneider, Roman
ED  - Gurevych, Iryna
ED  - Biemann, Chris
ED  - Zesch, Torsten
T1  - Decision tree-based evaluation of genitive classification. An empirical study on CMC and text corpora
T2  - Language processing and knowledge in the web. 25th international conference, GSCL 2013, Darmstadt, Germany, September 25 - 27, 2013. Proceedings
N2  - Contemporary studies on the characteristics of natural language benefit enormously from the increasing amount of linguistic corpora. Aside from text and speech corpora, corpora of computer-mediated communication (CMC) position themselves between orality and literacy, and beyond that provide insight into the impact of “new”, mainly internet-based media on language behaviour. In this paper, we present an empirical attempt to work with annotated CMC corpora for the explanation of linguistic phenomena. In concrete terms, we implement machine learning algorithms to produce decision trees that reveal rules and tendencies about the use of genitive markers in German.
T3  - Lecture Notes in Computer Science - 8105 
KW  - Corpus Linguistics
KW  - Computer-Mediated Communication
KW  - Machine Leaming
KW  - Decision Trees
KW  - Grammar
KW  - Genitive Classification
Y1  - 2013
SN  - 978-3-642-40721-5
SB  - 978-3-642-40721-5
U6  - https://doi.org/10.1007/978-3-642-40722-2_8
DO  - https://doi.org/10.1007/978-3-642-40722-2_8
N1  - Dieser Beitrag ist aus urheberrechtlichen Gründen nicht frei zugänglich.
VL  - 2013
SP  - 83
EP  - 88
PB  - Springer
CY  - Berlin [u.a.]
ER  -