Web Crawler and Classifier for News Articles

Consuelo Varinia García-Mendoza; Omar Juárez Gambino

doi:10.1007/978-3-031-19496-2_10

Web Crawler and Classifier for News Articles

Consuelo Varinia García-Mendoza, Omar Juárez Gambino

Escuela Superior de Cómputo (ESCOM)

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

2 Scopus citations

Abstract

In this work, we present a crawler that collects news articles and a classifier that identifies the section to which these articles belong. Due to a large number of available sources of information, a tool for gathering and filtering news articles about specific interests is necessary. For instance, a person might be interested in news about sports or science, and it could be necessary to check several websites to obtain this kind of news finally. Therefore, in this work, we propose a web application that uses a crawler to collect news articles from different websites automatically, then a classifier determines the section of each news article, and finally, the news articles that match the section of interest are displayed in the web application.

Original language	English
Title of host publication	Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings
Editors	Obdulia Pichardo Lagunas, Bella Martínez Seis, Juan Martínez-Miranda
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	127-136
Number of pages	10
ISBN (Print)	9783031194955
DOIs	https://doi.org/10.1007/978-3-031-19496-2_10
State	Published - 2022
Event	21st Mexican International Conference on Artificial Intelligence, MICAI 2022 - Monterrey, Mexico Duration: 24 Oct 2022 → 29 Oct 2022

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13613 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	21st Mexican International Conference on Artificial Intelligence, MICAI 2022
Country/Territory	Mexico
City	Monterrey
Period	24/10/22 → 29/10/22

Keywords

Machine learning
Text classification
Web crawling

Access to Document

10.1007/978-3-031-19496-2_10

Cite this

García-Mendoza, C. V., & Juárez Gambino, O. (2022). Web Crawler and Classifier for News Articles. In O. Pichardo Lagunas, B. Martínez Seis, & J. Martínez-Miranda (Eds.), Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings (pp. 127-136). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13613 LNAI). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-19496-2_10

García-Mendoza, Consuelo Varinia ; Juárez Gambino, Omar. / Web Crawler and Classifier for News Articles. Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. editor / Obdulia Pichardo Lagunas ; Bella Martínez Seis ; Juan Martínez-Miranda. Springer Science and Business Media Deutschland GmbH, 2022. pp. 127-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "In this work, we present a crawler that collects news articles and a classifier that identifies the section to which these articles belong. Due to a large number of available sources of information, a tool for gathering and filtering news articles about specific interests is necessary. For instance, a person might be interested in news about sports or science, and it could be necessary to check several websites to obtain this kind of news finally. Therefore, in this work, we propose a web application that uses a crawler to collect news articles from different websites automatically, then a classifier determines the section of each news article, and finally, the news articles that match the section of interest are displayed in the web application.",

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García-Mendoza, CV & Juárez Gambino, O 2022, Web Crawler and Classifier for News Articles. in O Pichardo Lagunas, B Martínez Seis & J Martínez-Miranda (eds), Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13613 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 127-136, 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, 24/10/22. https://doi.org/10.1007/978-3-031-19496-2_10

Web Crawler and Classifier for News Articles. / García-Mendoza, Consuelo Varinia ; Juárez Gambino, Omar.
Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. ed. / Obdulia Pichardo Lagunas; Bella Martínez Seis; Juan Martínez-Miranda. Springer Science and Business Media Deutschland GmbH, 2022. p. 127-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13613 LNAI).

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

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AB - In this work, we present a crawler that collects news articles and a classifier that identifies the section to which these articles belong. Due to a large number of available sources of information, a tool for gathering and filtering news articles about specific interests is necessary. For instance, a person might be interested in news about sports or science, and it could be necessary to check several websites to obtain this kind of news finally. Therefore, in this work, we propose a web application that uses a crawler to collect news articles from different websites automatically, then a classifier determines the section of each news article, and finally, the news articles that match the section of interest are displayed in the web application.

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García-Mendoza CV , Juárez Gambino O. Web Crawler and Classifier for News Articles. In Pichardo Lagunas O, Martínez Seis B, Martínez-Miranda J, editors, Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. Springer Science and Business Media Deutschland GmbH. 2022. p. 127-136. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-19496-2_10