An automatic approach to generate corpus in Spanish

Edwin Puertas; Jorge Andres Alvarado-Valencia; Luis Gabriel Moreno-Sandoval; Alexandra Pomares-Quimbaya

doi:10.1007/978-3-319-98998-3_12

An automatic approach to generate corpus in Spanish

Edwin Puertas, Jorge Andres Alvarado-Valencia, Luis Gabriel Moreno-Sandoval, Alexandra Pomares-Quimbaya

Producción: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

Resumen

A corpus is an indispensable linguistic resource for any application of natural language processing. Some corpora have been created manually or semi-automatically for a specific domain. In this paper, we present an automatic approach to generate corpus from digital information sources such as Wikipedia and web pages. The information extracted by Wikipedia is done by delimiting the domain, using a propagation algorithm to determine the categories associated with a domain region and a set of seeds to delimit the search. The information extracted from the web pages is carried out efficiently, determining the patterns associated with the structure of each page with the purpose of defining the quality of the extraction.

Idioma original	Inglés
Título de la publicación alojada	Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings
Editores	Jairo E. Serrano C., Juan Carlos Martínez-Santos
Editorial	Springer Verlag
Páginas	150-161
Número de páginas	12
ISBN (versión impresa)	9783319989976
DOI	https://doi.org/10.1007/978-3-319-98998-3_12
Estado	Publicada - 2018
Evento	13th Colombian Conference on Computing, CCC 2018 - Cartagena, Colombia Duración: 26 sep. 2018 → 28 sep. 2018

Serie de la publicación

Nombre	Communications in Computer and Information Science
Volumen	885
ISSN (versión impresa)	1865-0929

Conferencia

Conferencia	13th Colombian Conference on Computing, CCC 2018
País/Territorio	Colombia
Ciudad	Cartagena
Período	26/09/18 → 28/09/18

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10.1007/978-3-319-98998-3_12

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Puertas, E., Alvarado-Valencia, J. A., Moreno-Sandoval, L. G., & Pomares-Quimbaya, A. (2018). An automatic approach to generate corpus in Spanish. En J. E. Serrano C., & J. C. Martínez-Santos (Eds.), Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings (pp. 150-161). (Communications in Computer and Information Science; Vol. 885). Springer Verlag. https://doi.org/10.1007/978-3-319-98998-3_12

@inproceedings{1e115fec8ed9428fb12e91c254626f5e,

title = "An automatic approach to generate corpus in Spanish",

abstract = "A corpus is an indispensable linguistic resource for any application of natural language processing. Some corpora have been created manually or semi-automatically for a specific domain. In this paper, we present an automatic approach to generate corpus from digital information sources such as Wikipedia and web pages. The information extracted by Wikipedia is done by delimiting the domain, using a propagation algorithm to determine the categories associated with a domain region and a set of seeds to delimit the search. The information extracted from the web pages is carried out efficiently, determining the patterns associated with the structure of each page with the purpose of defining the quality of the extraction.",

keywords = "Corpus, Knowledge extraction, Linguistic computational, Natural language processing, Text mining",

author = "Edwin Puertas and Alvarado-Valencia, {Jorge Andres} and Moreno-Sandoval, {Luis Gabriel} and Alexandra Pomares-Quimbaya",

note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2018.; 13th Colombian Conference on Computing, CCC 2018 ; Conference date: 26-09-2018 Through 28-09-2018",

year = "2018",

doi = "10.1007/978-3-319-98998-3_12",

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series = "Communications in Computer and Information Science",

publisher = "Springer Verlag",

pages = "150--161",

editor = "{Serrano C.}, {Jairo E.} and Mart{\'i}nez-Santos, {Juan Carlos}",

booktitle = "Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings",

address = "Germany",

}

Puertas, E, Alvarado-Valencia, JA, Moreno-Sandoval, LG & Pomares-Quimbaya, A 2018, An automatic approach to generate corpus in Spanish. En JE Serrano C. & JC Martínez-Santos (eds.), Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings. Communications in Computer and Information Science, vol. 885, Springer Verlag, pp. 150-161, 13th Colombian Conference on Computing, CCC 2018, Cartagena, Colombia, 26/09/18. https://doi.org/10.1007/978-3-319-98998-3_12

An automatic approach to generate corpus in Spanish. / Puertas, Edwin; Alvarado-Valencia, Jorge Andres; Moreno-Sandoval, Luis Gabriel et al.
Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings. ed. / Jairo E. Serrano C.; Juan Carlos Martínez-Santos. Springer Verlag, 2018. p. 150-161 (Communications in Computer and Information Science; Vol. 885).

Producción: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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T1 - An automatic approach to generate corpus in Spanish

AU - Puertas, Edwin

AU - Alvarado-Valencia, Jorge Andres

AU - Moreno-Sandoval, Luis Gabriel

AU - Pomares-Quimbaya, Alexandra

N1 - Publisher Copyright: © Springer Nature Switzerland AG 2018.

PY - 2018

Y1 - 2018

N2 - A corpus is an indispensable linguistic resource for any application of natural language processing. Some corpora have been created manually or semi-automatically for a specific domain. In this paper, we present an automatic approach to generate corpus from digital information sources such as Wikipedia and web pages. The information extracted by Wikipedia is done by delimiting the domain, using a propagation algorithm to determine the categories associated with a domain region and a set of seeds to delimit the search. The information extracted from the web pages is carried out efficiently, determining the patterns associated with the structure of each page with the purpose of defining the quality of the extraction.

AB - A corpus is an indispensable linguistic resource for any application of natural language processing. Some corpora have been created manually or semi-automatically for a specific domain. In this paper, we present an automatic approach to generate corpus from digital information sources such as Wikipedia and web pages. The information extracted by Wikipedia is done by delimiting the domain, using a propagation algorithm to determine the categories associated with a domain region and a set of seeds to delimit the search. The information extracted from the web pages is carried out efficiently, determining the patterns associated with the structure of each page with the purpose of defining the quality of the extraction.

KW - Corpus

KW - Knowledge extraction

KW - Linguistic computational

KW - Natural language processing

KW - Text mining

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U2 - 10.1007/978-3-319-98998-3_12

DO - 10.1007/978-3-319-98998-3_12

M3 - Conference contribution

AN - SCOPUS:85054377708

SN - 9783319989976

T3 - Communications in Computer and Information Science

SP - 150

EP - 161

BT - Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings

A2 - Serrano C., Jairo E.

A2 - Martínez-Santos, Juan Carlos

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T2 - 13th Colombian Conference on Computing, CCC 2018

Y2 - 26 September 2018 through 28 September 2018

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Puertas E, Alvarado-Valencia JA, Moreno-Sandoval LG , Pomares-Quimbaya A. An automatic approach to generate corpus in Spanish. En Serrano C. JE, Martínez-Santos JC, editores, Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings. Springer Verlag. 2018. p. 150-161. (Communications in Computer and Information Science). doi: 10.1007/978-3-319-98998-3_12

An automatic approach to generate corpus in Spanish

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