Slavonic Corpus for Stylometry Research

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Authors

ŠVEC Ján RYGL Jan

Year of publication 2015
Type Article in Proceedings
Conference Proceedings of Ninth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2015.
MU Faculty or unit

Faculty of Informatics

Citation
Web
Field Informatics
Keywords stylometry; slavonic corpus; web structure detection; corpora building
Description Stylometry techniques such as authorship recognition, machine translation detection and pedophile identification are daily used in applications for the most widely used languages. But under-represented languages lack data sources usable for stylometry research. In this paper, we propose an algorithm to build corpora containing meta-information required for stylometry experiments (author information, publication time, document heading, document borders) and introduce our tool Authorship Corpora Builder (ACB). We modify crawling and data-cleaning techniques for purposes of stylometry field and add heuristic layer to detect and extract meta-information. The system was used on Czech and Slovak web domains to build a Slavonic corpus for stylometry research. Collected data have been published and we are planning to build collections for other languages and gradually extend existing ones.
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