Automatic Building of an Ontology from a Corpus of Text Documents Using Data Mining Tools
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| Natura: | Artículo científico |
| Lingua: | en |
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Universidad Nacional Autónoma de México
2012
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| _version_ | 1876449799982546944 |
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| author | J. I. Toledo-Alvarado |
| author_facet | J. I. Toledo-Alvarado |
| contents | Automatic Building of an Ontology from a Corpus of Text Documents Using Data Mining Tools J. I. Toledo-Alvarado A. Guzmán-Arenas G. L. Martínez-Luna Ingeniería Data Mining Machine Learning Ontology learning Apriori algorithm In this paper we show a procedure to build automatically an ontology from a corpus of text documents without external help such as dictionaries or thesauri. The method proposed finds relevant concepts in the form of multi-words in the corpus and non-hierarchical relations between them in an unsupervised manner. 2012 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47423208009 en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.3 Vol.10 |
| format | Artículo científico |
| id | redalyc_47423208009 |
| institution | Redalyc |
| language | en |
| publishDate | 2012 |
| publisher | Universidad Nacional Autónoma de México |
| spellingShingle | Automatic Building of an Ontology from a Corpus of Text Documents Using Data Mining Tools J. I. Toledo-Alvarado Ingeniería Data Mining Machine Learning Ontology learning Apriori algorithm Automatic Building of an Ontology from a Corpus of Text Documents Using Data Mining Tools J. I. Toledo-Alvarado A. Guzmán-Arenas G. L. Martínez-Luna Ingeniería Data Mining Machine Learning Ontology learning Apriori algorithm In this paper we show a procedure to build automatically an ontology from a corpus of text documents without external help such as dictionaries or thesauri. The method proposed finds relevant concepts in the form of multi-words in the corpus and non-hierarchical relations between them in an unsupervised manner. 2012 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47423208009 en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.3 Vol.10 |
| title | Automatic Building of an Ontology from a Corpus of Text Documents Using Data Mining Tools |
| topic | Ingeniería Data Mining Machine Learning Ontology learning Apriori algorithm |
| url | https://www.redalyc.org/articulo.oa?id=47423208009 |