NATURAL LANGUAGE PROCESSING TECHNIQUES USED FOR AN AUTOMATIZED TEST GENERATION PROCESS FOR TURKISH
10th Annual International Conference of Education, Research and Innovation (ICERI), Sevilla, İspanya, 16 - 18 Kasım 2017, ss.2443-2452, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Cilt numarası:
- Basıldığı Şehir: Sevilla
- Basıldığı Ülke: İspanya
- Sayfa Sayıları: ss.2443-2452
- Anahtar Kelimeler: Teachware, natural language processing, secondary education, test generation, Turkish language, agglutinating languages
- Dokuz Eylül Üniversitesi Adresli: Evet
Özet
This paper is about a software project which includes the processing of text-based Turkish lecture notes of secondary education students and automatic test generation. Main objective here is to provide a computer mediated self-study opportunity while simplifying an examination process by isolating students from the question preparation. Besides the educational software developed, this research draws conclusions about some of the major NLP (Natural Language Processing) tasks for Turkish; like document classification, sentence boundary detection, morphological analysis, POS Part-of-Speech) tagging, classification of verbs as positive or negative, finding phrases of sentences.