TY  - CHAP
U1  - Buchbeitrag
A1  - Batinić, Dolores
A1  - Birzer, Sandra
A1  - Zinsmeister, Heike
T1  - Automatic classification of Russian texts for didactic purposes
T2  - Trudy meždunarodnoj konferencii „Korpusnaja lingvistika - 2017“. 27-30 ijunja 2017 g., Sankt-Peterburg
N2  - In this paper we present the results of an automatic classification of Russian texts into three levels of difficulty. Our aim is to build a study corpus of Russian, in which a L2 student is able to select texts of a desired complexity. We are building on a pilot study, in which we classified Russian texts into two levels of difficulty. In the current paper, we apply the classification to an extended corpus of 577 labelled texts. The best-performing combination of features achieves an accuracy of 0,74 within at most one level difference.
KW  - L2 Russian
KW  - didactic corpus
KW  - text complexity
KW  - text classification
KW  - Korpus <Linguistik>
KW  - Fremdsprachenlernen
KW  - Russisch
KW  - Automatische Sprachanalyse
Y1  - 2017
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-66003
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-66003
SN  - 2412-9623
SS  - 2412-9623
SP  - 9
EP  - 15
PB  - Izdatel´stvo Sankt-Peterburgskogo gosudarstvennogo universiteta
CY  - Sankt-Peterburg
ER  -