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2007-05-01
AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS
Palabras clave:
Keyword Extraction, Artificial Immune Systems, Information Theory. (es)Descargas
This paper presents a model for keyword extraction, extending the basic concepts commonly used in this task, in order to get a formal background that allows determining the importance of the keywords to the documents.
The proposed model combines an artificial immune system with a mathematical background based on information theory; this new model has the advantage that does not need any domain knowledge, neither the use of a stopword list or any previous information about the content of the documents. The final result is a set of keywords for each category into the corpus used.
Cómo citar
APA
ROMERO., A. y NIÑO., F. (2007). AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS. Avances en Sistemas e Informática, 4(2). https://revistas.unal.edu.co/index.php/avances/article/view/9750
ACM
[1]
ROMERO., A. y NIÑO., F. 2007. AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS. Avances en Sistemas e Informática. 4, 2 (may 2007).
ACS
(1)
ROMERO., A.; NIÑO., F. AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS. ava. sis. inf 2007, 4.
ABNT
ROMERO., A.; NIÑO., F. AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS. Avances en Sistemas e Informática, [S. l.], v. 4, n. 2, 2007. Disponível em: https://revistas.unal.edu.co/index.php/avances/article/view/9750. Acesso em: 25 abr. 2024.
Chicago
ROMERO., ANDRÉS, y FERNANDO NIÑO. 2007. «AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS». Avances En Sistemas E Informática 4 (2). https://revistas.unal.edu.co/index.php/avances/article/view/9750.
Harvard
ROMERO., A. y NIÑO., F. (2007) «AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS», Avances en Sistemas e Informática, 4(2). Disponible en: https://revistas.unal.edu.co/index.php/avances/article/view/9750 (Accedido: 25 abril 2024).
IEEE
[1]
A. ROMERO. y F. NIÑO., «AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS», ava. sis. inf, vol. 4, n.º 2, may 2007.
MLA
ROMERO., A., y F. NIÑO. «AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS». Avances en Sistemas e Informática, vol. 4, n.º 2, mayo de 2007, https://revistas.unal.edu.co/index.php/avances/article/view/9750.
Turabian
ROMERO., ANDRÉS, y FERNANDO NIÑO. «AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS». Avances en Sistemas e Informática 4, no. 2 (mayo 1, 2007). Accedido abril 25, 2024. https://revistas.unal.edu.co/index.php/avances/article/view/9750.
Vancouver
1.
ROMERO. A, NIÑO. F. AN ARTIFICIAL IMMUNE SYSTEM BASED ON INFORMATION THEORY FOR KEYWORD EXTRACTION FROM TEXT DOCUMENTS. ava. sis. inf [Internet]. 1 de mayo de 2007 [citado 25 de abril de 2024];4(2). Disponible en: https://revistas.unal.edu.co/index.php/avances/article/view/9750
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