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No Thumbnail AvailableDocumentIndex 1974-80: tables des matières, sujets et auteurs 1981Revue internationale des forts et des industries forestires
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Book (stand-alone)Automatic multi-label subject indexing in a multilingual environment 2003
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No results found.This paper presents an approach to automatically subject index fulltext documents with multiple labels based on binary support vector machines(SVM). The aim was to test the applicability of SVMs with a real world dataset. We have also explored the feasibility of incorporating multilingual background knowledge, as represented in thesauri or ontologies, into our text document representation for indexing purposes. The test set for our evaluations has been compiled from an extensive document base ma intained by the Food and Agriculture Organization (FAO) of the United Nations (UN). Empirical results show that SVMs are a good method for automatic multi- label classification of documents in multiple languages. -
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No Thumbnail AvailableDocumentIndex 1974-80: tables des matières, sujets et auteurs 1981Revue internationale des forts et des industries forestires
-
Book (stand-alone)Automatic multi-label subject indexing in a multilingual environment 2003
Also available in:
No results found.This paper presents an approach to automatically subject index fulltext documents with multiple labels based on binary support vector machines(SVM). The aim was to test the applicability of SVMs with a real world dataset. We have also explored the feasibility of incorporating multilingual background knowledge, as represented in thesauri or ontologies, into our text document representation for indexing purposes. The test set for our evaluations has been compiled from an extensive document base ma intained by the Food and Agriculture Organization (FAO) of the United Nations (UN). Empirical results show that SVMs are a good method for automatic multi- label classification of documents in multiple languages. -
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