Using a semantically enhanced database for business service and process modelling and integration
International Journal of Intelligent Information and Database Systems
Towards semantic data analysis
CASCON '13 Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research
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As knowledge is usually heterogeneous, voluminous, poorly structured and steadily evolving, its automated use in practice is extremely difficult. These limitations remain the main blocking element for creating advanced, adaptive business processes providing intelligent assistance. In this paper we propose to extend the typical business process development view, mainly focusing on services composition, with a business intelligence view which aims to support the design of complex, automatically reconfigurable services. To fulfil this objective, we designed an approach that consists in setting up an intelligent environment based on a context-aware concepts ontology of business processes and on related context handling rules for services orchestration. It’s a generic method that enables to capture and to granulate the knowledge into a set of models that support dynamic business processes management. We demonstrate the relevance of this approach for the design of automatic and personalised decision support services orchestration based on a core ontology.