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Ontological assistance for knowledge discovery in databases process
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| The dramatically explosion of data and the growing number of different data sources are exposing researchers to a new challenge- how to acquire, maintain and share knowledge from large databases in the context of rapidly applied and evolving research. This paper describes a research of an ontological approach for leveraging the semantic content of ontologies to improve knowledge discovery in databases. We analyze how ontologies and knowledge discovery process may interoperate and present our efforts to bridge the two fields, knowledge discovery in databases and ontology learning for successful database usage projects. | 318.98 KB | Adobe PDF |
Advisor(s)
Abstract(s)
The dramatically explosion of data and the growing number of different data sources are exposing researchers to a new challenge- how to acquire, maintain and share knowledge from large databases in the context of rapidly applied and evolving research. This paper describes a research of an ontological approach for leveraging the semantic content of ontologies to improve knowledge discovery in databases. We analyze how ontologies and knowledge discovery process may interoperate and present our efforts to bridge the two fields, knowledge discovery in databases and ontology learning for successful database usage projects.
Description
13th WSEAS International Conference on Computers - Held as part of the 13th WSEAS CSCC Multiconference, 23 July 2009 through 25 July 2009 - Code 79164
Keywords
Ontologies Knowledge Discovery Databases Data Mining PMML Web Semantic
Citation
Pinto, F. M., & Santos, M. F. (2009, July). Ontological assistance for knowledge discovery in databases process. In WSEAS International Conference. Proceedings. Recent Advances in Computer Engineering (No. 13). WSEAS.
Publisher
World Scientific and Engineering Academy and Society (WSEAS)
CC License
Without CC licence