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Cartographie des connaissances : l'intégration et la visualisation au service de la biologie Application à l'ingénierie des connaissances et à l'analyse de données d'expression de gènes

Abstract : The biomedical domain uses more than 1000 online databases. Crossing and analyzing their content is hard, and users often report the following kind of comment: “There are frequently about 20 windows on my desktop; so I'm lost”. Data crossing and analysis is also mostly done by manually copying and pasting data into a spreadsheet. Data integration community advances do not concretely address the user's needs for better visualization and integration tools. This thesis proposes a biological knowledge mapping environment that simplifies integration and visualization of biological data. I²DEE (an Integrated and Interactive Data Exploration Environment) is based upon a simple graph metamodel. This metamodel confers I²DEE flexibility and extensibility for interoperating with existing data integration approaches. I²DEE provides a visual and homogeneous biological data access and can adapt to specialized user tasks. To demonstrate I²DEE versatility, two applications have been experimented in the context of microarray gene expression data analysis and knowledge engineering. Keywords: Biological data integration, visualization, knowledge engineering, knowledge mapping.
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https://tel.archives-ouvertes.fr/tel-00204888
Contributor : Cécile Chabanne <>
Submitted on : Wednesday, January 16, 2008 - 3:37:30 PM
Last modification on : Monday, October 19, 2020 - 11:08:12 AM
Long-term archiving on: : Wednesday, March 29, 2017 - 2:32:26 PM

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  • HAL Id : tel-00204888, version 2

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Fabien Jalabert. Cartographie des connaissances : l'intégration et la visualisation au service de la biologie Application à l'ingénierie des connaissances et à l'analyse de données d'expression de gènes. Interface homme-machine [cs.HC]. Université Montpellier II - Sciences et Techniques du Languedoc, 2007. Français. ⟨tel-00204888v2⟩

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