Automatic knowledge extraction for filling in biography forms from Turkish texts

Authors

İLKNUR PEHLİVAN
ZEYNEP ORHAN

DOI

10.3906/elk-1002-10

Abstract

This study presents a method for building an automatic knowledge extraction system for filling in biography forms from Turkish texts. Several biographies are analyzed in order to choose the set of biography categories to be studied. The fields of the biography form to be created are also defined based on this analysis. Information extraction techniques are used for implementation. A separate testing platform is designed to evaluate the accuracy of the extracted data. Results of the testing platform have shown this study to be a promising process to be further developed especially for creating forms in the Turkish language.

Keywords

Information extraction, regular expression, biography form generation, natural language processing

First Page

59

Last Page

71

Recommended Citation

PEHLİVAN, İLKNUR and ORHAN, ZEYNEP (2011) "Automatic knowledge extraction for filling in biography forms from Turkish texts," Turkish Journal of Electrical Engineering and Computer Sciences: Vol. 19: No. 1, Article 5. https://doi.org/10.3906/elk-1002-10
Available at: https://journals.tubitak.gov.tr/elektrik/vol19/iss1/5