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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

Original language	English
Title of host publication	Advances in Computing - 13th Colombian Conference, CCC 2018, Proceedings
Editors	Jairo E. Serrano C., Juan Carlos Martínez-Santos
Publisher	Springer Verlag
Pages	150-161
Number of pages	12
ISBN (Print)	9783319989976
DOIs	https://doi.org/10.1007/978-3-319-98998-3_12
State	Published - 2018
Event	13th Colombian Conference on Computing, CCC 2018 - Cartagena, Colombia Duration: 26 Sep 2018 → 28 Sep 2018

Publication series

Name	Communications in Computer and Information Science
Volume	885
ISSN (Print)	1865-0929

Conference

Conference	13th Colombian Conference on Computing, CCC 2018
Country/Territory	Colombia
City	Cartagena
Period	26/09/18 → 28/09/18

Keywords

Corpus
Knowledge extraction
Linguistic computational
Natural language processing
Text mining

Access to Document

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

Cite this

Puertas, E., Alvarado-Valencia, J. A., Moreno-Sandoval, L. G., & Pomares-Quimbaya, A. (2018). An automatic approach to generate corpus in Spanish. In 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

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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",

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Puertas, E, Alvarado-Valencia, JA, Moreno-Sandoval, LG & Pomares-Quimbaya, A 2018, An automatic approach to generate corpus in Spanish. in 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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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M3 - Conference contribution

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

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Puertas E, Alvarado-Valencia JA, Moreno-Sandoval LG , Pomares-Quimbaya A. An automatic approach to generate corpus in Spanish. In Serrano C. JE, Martínez-Santos JC, editors, 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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