Paper Info
Title
Domain Knowledge Integration and Semantical Quality Management ---A Biology Case Study---
Abstract
The management of semantical quality is a major challenge in the context of knowledge integration. In this paper, we describe a new approach to constraint management that emphasizes constraint traceability when moving from the semantical level to the operational one.Our strategy for management of semantical quality is related to a metamo-deling-based approach to knowledge integration. We carry out knowledge integration "on the fly" by using transformations applied to models belonging to our metamodeling architecture. The resulting integrated models access available resources through web services whose input and output parameters are guarded by constraints. Integrated metamodels, models, web services and various constraints are produced by ETL (extract-transform-load) operations that are applied both at the model and concept levels. Our metamodeling architectures facilitate scaling up of constraint verification.
Year
DOI
Venue
2008
10.1007/978-3-540-87991-6_6
ER Workshops
Keywords
Field
DocType
integrated models access,semantical level,knowledge integration,constraint verification,semantical quality management,constraint traceability,domain knowledge integration,biology case study,semantical quality,constraint management,various constraint,web service,metamodeling architecture,domain knowledge,metamodeling,image annotation,model driven engineering,quality management
Data mining,Knowledge integration,Domain knowledge,Model-driven architecture,Computer science,Theory of constraints,Web service,Traceability,Quality management,Metamodeling,Database
Conference
Volume
ISSN
Citations 
5232
0302-9743
0
PageRank 
References 
Authors
0.34
12
6
Name
Order
Citations
PageRank
Marie-Noelle Terrasse101.69
Eric Leclercq22815.63
Marinette Savonnet32416.76
Arnaud Costa401.69
Pierre Naubourg532.09
Magali Roux-Rouquie600.68