Automatic vs manual categorisation of documents in Spanish
Automatic categorisation can be understood as a learning process during which a program recognises the characteristics that distinguish each category or class from others, i.e. those characteristics which the documents should have in order to belong to that category. As yet few experiments have been...
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| Veröffentlicht in: | Journal of documentation 2001-11, Vol.57 (6), p.763-773 |
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| container_title | Journal of documentation |
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| creator | Figuerola, Carlos G. Zazo Rodríguez, Angel Luis Alonso Berrocal, José |
| description | Automatic categorisation can be understood as a learning process during which a program recognises the characteristics that distinguish each category or class from others, i.e. those characteristics which the documents should have in order to belong to that category. As yet few experiments have been carried out with documents in Spanish. Here we show the possibilities of elaborating pattern vectors that include the characteristics of different classes or categories of documents, using techniques based on those applied to the expansion of queries by relevance; likewise, the results of applying these techniques to a collection of documents in Spanish are given. The same collection of documents was categorised manually and the results of both procedures were compared. |
| doi_str_mv | 10.1108/EUM0000000007099 |
| format | Article |
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As yet few experiments have been carried out with documents in Spanish. Here we show the possibilities of elaborating pattern vectors that include the characteristics of different classes or categories of documents, using techniques based on those applied to the expansion of queries by relevance; likewise, the results of applying these techniques to a collection of documents in Spanish are given. 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| fulltext | fulltext |
| identifier | ISSN: 0022-0418 |
| ispartof | Journal of documentation, 2001-11, Vol.57 (6), p.763-773 |
| issn | 0022-0418 1758-7379 |
| language | eng |
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| source | Emerald Journals |
| subjects | Algorithms And Automatic Language Processing Automation Classification Collections Comparative studies Computerized catalogues Documents Exact sciences and technology Experiments Feedback Information and communication sciences Information Needs Information Retrieval Information retrieval systems Information retrieval systems. Information and document management system Information science. Documentation Information Sources Information Systems Learning Processes Manual catalogues Mathematics Measurement Techniques Relevance (Information Retrieval) Sciences and techniques of general use Spanish Spanish language materials |
| title | Automatic vs manual categorisation of documents in Spanish |
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