An ontology evolution method based on folksonomy
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Redalyc
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| Formato: | Artículo científico |
| Lenguaje: | en |
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Universidad Nacional Autónoma de México
2015
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| _version_ | 1876464391216431104 |
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| author | Wang Shufeng |
| author_facet | Wang Shufeng |
| contents | An ontology evolution method based on folksonomy Wang Shufeng Wang Wen Zhuang Yanbin Xianju Fei Ingeniería Folksonomy semantic web ontology revolution folksonomized ontology Folksonomies are increasingly adopted in web systems. These “social taxonomies”, which emerge from collaborative tagging, contrast with the formalism and the systematic creation process applied to ontologies. However, they can play complementary roles, as the knowledge systematically formalized in ontologies by a restricted group can be enriched by the implicit knowledge collaboratively produced by a much wider group. Existing initiatives that involve folksonomies and ontologies are often unidirectional, i.e., ontologies improve tag operations or tags are used to automatically create ontologies. We propose a new fusion approach in which the semantics travels in both directions from folksonomies to ontologies and vice versa. The result of this fusion is our Folksonomized Ontology (FO). In this paper, we present our 3E Steps technique (Extraction, Enrichment, and Evolution), which explores the latent semantics of a given folksonomy (expressed in a FO) to support ontology review and enhancement. It was implemented and tested in a visual review/enhancement tool. 2015 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47439895003 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.2 Vol.13 |
| format | Artículo científico |
| id | redalyc_47439895003 |
| institution | Redalyc |
| language | en |
| publishDate | 2015 |
| publisher | Universidad Nacional Autónoma de México |
| spellingShingle | An ontology evolution method based on folksonomy Wang Shufeng Ingeniería Folksonomy semantic web ontology revolution folksonomized ontology An ontology evolution method based on folksonomy Wang Shufeng Wang Wen Zhuang Yanbin Xianju Fei Ingeniería Folksonomy semantic web ontology revolution folksonomized ontology Folksonomies are increasingly adopted in web systems. These “social taxonomies”, which emerge from collaborative tagging, contrast with the formalism and the systematic creation process applied to ontologies. However, they can play complementary roles, as the knowledge systematically formalized in ontologies by a restricted group can be enriched by the implicit knowledge collaboratively produced by a much wider group. Existing initiatives that involve folksonomies and ontologies are often unidirectional, i.e., ontologies improve tag operations or tags are used to automatically create ontologies. We propose a new fusion approach in which the semantics travels in both directions from folksonomies to ontologies and vice versa. The result of this fusion is our Folksonomized Ontology (FO). In this paper, we present our 3E Steps technique (Extraction, Enrichment, and Evolution), which explores the latent semantics of a given folksonomy (expressed in a FO) to support ontology review and enhancement. It was implemented and tested in a visual review/enhancement tool. 2015 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47439895003 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.2 Vol.13 |
| title | An ontology evolution method based on folksonomy |
| topic | Ingeniería Folksonomy semantic web ontology revolution folksonomized ontology |
| url | https://www.redalyc.org/articulo.oa?id=47439895003 |