Comparing commercial tools and state-of-the-art methods for generating text summaries

René Arnulfo García-Hernández; Yulia Ledeneva; Griselda Matías Mendoza; Ángel Hernández Domínguez; Jorge Chavez; Alexander Gelbukh; José Luis Tapia Fabela

doi:10.1109/MICAI.2009.24

Comparing commercial tools and state-of-the-art methods for generating text summaries

René Arnulfo García-Hernández, Yulia Ledeneva, Griselda Matías Mendoza, Ángel Hernández Domínguez, Jorge Chavez, Alexander Gelbukh, José Luis Tapia Fabela

Centro de Investigación en Computación (CIC)

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

13 Citas (Scopus)

Resumen

Nowadays, there are commercial tools that allow automatic generation of text summaries. However, it is not known the quality of the generated summaries and the method that it is used for the generation of the summaries using these commercial tools. This paper provides a study about the commercial tools such as Copernic Summarizer, Microsoft Office Word Summarizer 2003 and Microsoft Office Word Summarizer 2007, with the objective to detect which of them gives the summaries more similar to those made by a human. Furthermore, the comparison between commercial tools and state-of-the-art methods is realized. The experiments were carried out using DUC-2002 standard collection which contains 567 news in English.

Idioma original	Inglés
Título de la publicación alojada	8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009
Páginas	92-96
Número de páginas	5
DOI	https://doi.org/10.1109/MICAI.2009.24
Estado	Publicada - 2009
Evento	8th Mexican International Conference on Artificial Intelligence, MICAI 2009 - Guanajuato, Guanajuato, México Duración: 9 nov. 2009 → 13 nov. 2009

Serie de la publicación

Nombre	8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009

Conferencia

Conferencia	8th Mexican International Conference on Artificial Intelligence, MICAI 2009
País/Territorio	México
Ciudad	Guanajuato, Guanajuato
Período	9/11/09 → 13/11/09

Acceder al documento

10.1109/MICAI.2009.24

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García-Hernández, R. A., Ledeneva, Y., Mendoza, G. M., Domínguez, Á. H., Chavez, J., Gelbukh, A., & Fabela, J. L. T. (2009). Comparing commercial tools and state-of-the-art methods for generating text summaries. En 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009 (pp. 92-96). Artículo 5372710 (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009). https://doi.org/10.1109/MICAI.2009.24

García-Hernández, René Arnulfo ; Ledeneva, Yulia ; Mendoza, Griselda Matías et al. / Comparing commercial tools and state-of-the-art methods for generating text summaries. 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009. 2009. pp. 92-96 (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009).

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title = "Comparing commercial tools and state-of-the-art methods for generating text summaries",

abstract = "Nowadays, there are commercial tools that allow automatic generation of text summaries. However, it is not known the quality of the generated summaries and the method that it is used for the generation of the summaries using these commercial tools. This paper provides a study about the commercial tools such as Copernic Summarizer, Microsoft Office Word Summarizer 2003 and Microsoft Office Word Summarizer 2007, with the objective to detect which of them gives the summaries more similar to those made by a human. Furthermore, the comparison between commercial tools and state-of-the-art methods is realized. The experiments were carried out using DUC-2002 standard collection which contains 567 news in English.",

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year = "2009",

doi = "10.1109/MICAI.2009.24",

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García-Hernández, RA, Ledeneva, Y, Mendoza, GM, Domínguez, ÁH, Chavez, J, Gelbukh, A & Fabela, JLT 2009, Comparing commercial tools and state-of-the-art methods for generating text summaries. En 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009., 5372710, 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009, pp. 92-96, 8th Mexican International Conference on Artificial Intelligence, MICAI 2009, Guanajuato, Guanajuato, México, 9/11/09. https://doi.org/10.1109/MICAI.2009.24

Comparing commercial tools and state-of-the-art methods for generating text summaries. / García-Hernández, René Arnulfo; Ledeneva, Yulia; Mendoza, Griselda Matías et al.
8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009. 2009. p. 92-96 5372710 (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009).

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

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AU - García-Hernández, René Arnulfo

AU - Ledeneva, Yulia

AU - Mendoza, Griselda Matías

AU - Domínguez, Ángel Hernández

AU - Chavez, Jorge

AU - Gelbukh, Alexander

AU - Fabela, José Luis Tapia

PY - 2009

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AB - Nowadays, there are commercial tools that allow automatic generation of text summaries. However, it is not known the quality of the generated summaries and the method that it is used for the generation of the summaries using these commercial tools. This paper provides a study about the commercial tools such as Copernic Summarizer, Microsoft Office Word Summarizer 2003 and Microsoft Office Word Summarizer 2007, with the objective to detect which of them gives the summaries more similar to those made by a human. Furthermore, the comparison between commercial tools and state-of-the-art methods is realized. The experiments were carried out using DUC-2002 standard collection which contains 567 news in English.

KW - Automatic text summarization

KW - Copernic summarizer

KW - Microsoft office word summarizer

KW - Open office summarizer

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T2 - 8th Mexican International Conference on Artificial Intelligence, MICAI 2009

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García-Hernández RA, Ledeneva Y, Mendoza GM, Domínguez ÁH, Chavez J, Gelbukh A et al. Comparing commercial tools and state-of-the-art methods for generating text summaries. En 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009. 2009. p. 92-96. 5372710. (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009). doi: 10.1109/MICAI.2009.24

Comparing commercial tools and state-of-the-art methods for generating text summaries

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