Slavonic Corpus for Stylometry Research

D 2015

Slavonic Corpus for Stylometry Research

ŠVEC, Ján a Jan RYGL

Základní údaje

Originální název

Slavonic Corpus for Stylometry Research

Autoři

ŠVEC, Ján a Jan RYGL

Vydání

1st ed. Brno (Czech Republic. Brno, Proceedings of Ninth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2015. od s. 11-21, 11 s. 2015

Nakladatel

Tribun EU

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Česká republika

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

tištěná verze "print"

Odkazy

conference page, article

Označené pro přenos do RIV

Ano

Kód RIV

RIV/00216224:14330/15:00085135

Organizační jednotka

Fakulta informatiky

ISBN

978-80-263-0974-1

ISSN

Klíčová slova anglicky

stylometry; slavonic corpus; web structure detection; corpora building

Změněno: 7. 6. 2021 17:57, RNDr. Jan Rygl

Anotace

V originále

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.

Návaznosti

LM2010013, projekt VaV

Název: LINDAT-CLARIN: Institut pro analýzu, zpracování a distribuci lingvistických dat (Akronym: LINDAT-Clarin)

Investor: Ministerstvo školství, mládeže a tělovýchovy ČR, Projekt LINDAT-Clarin - Vybudování a provoz českého uzlu pan-evropské infrastruktury pro výzkum

Citovat

ŠVEC, Ján a Jan RYGL. Slavonic Corpus for Stylometry Research. In Proceedings of Ninth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2015. 1st ed. Brno (Czech Republic. Brno: Tribun EU, 2015, s. 11-21. ISBN 978-80-263-0974-1.

@inproceedings{1320470,
   author = {Švec, Ján and Rygl, Jan},
   address = {Brno},
   booktitle = {Proceedings of Ninth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2015.},
   edition = {1st ed. Brno (Czech Republic},
   keywords = {stylometry; slavonic corpus; web structure detection; corpora building},
   howpublished = {tištěná verze "print"},
   language = {eng},
   location = {Brno},
   isbn = {978-80-263-0974-1},
   pages = {11-21},
   publisher = {Tribun EU},
   title = {Slavonic Corpus for Stylometry Research},
   url = {http://raslan.nlp-consulting.net/2015/},
   year = {2015}
}

TY  - CONF
ID  - 1320470
AU  - Švec, Ján - Rygl, Jan
PY  - 2015
TI  - Slavonic Corpus for Stylometry Research
PB  - Tribun EU
CY  - Brno
SN  - 9788026309741
KW  - stylometry
KW  - slavonic corpus
KW  - web structure detection
KW  - corpora building
UR  - http://raslan.nlp-consulting.net/2015/
N2  - 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.
ER  -

ŠVEC, Ján a Jan RYGL. Slavonic Corpus for Stylometry Research. In \textit{Proceedings of Ninth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2015.}. 1st ed. Brno (Czech Republic. Brno: Tribun EU, 2015, s.~11-21. ISBN~978-80-263-0974-1.

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