2015 · 21 citations · 6 references
EngineeringData MappingOntology-based Data IntegrationInformation RetrievalData ScienceManagementData IntegrationSchema MatchingSpatial Database DesignData ManagementMetadata IntegrationSchema MappingsX3ml FrameworkComputer ScienceXml DatabaseRelational QueriesMetadata InteroperabilityXml QueryingSchema MappingData ModelingSemantic Interoperability
Aggregating heterogeneous cultural heritage and e‑science data from multiple institutions can create rich resources for research, education, and public use. This paper introduces the X3ML framework, an architecture designed to efficiently manage schema mapping, URI definition and generation, and data transformation during data provision and aggregation. X3ML relies on a declarative mapping language and engine that produce human‑ and machine‑readable schema mappings, distinct URI generation policies, and symmetric, potentially invertible processes enabling bidirectional interaction between providers and aggregators.
The aggregation of heterogeneous data from different institutions in cultural heritage and e-science has the potential to create rich data resources useful for a range of different purposes, from research to education and public interests. In this paper, we present the architecture and functionality of X3ML data exchange framework, that handles effectively and efficiently the schema mapping, URI definition and generation, and data transformation steps of the provision and aggregation process. The X3ML framework is based on the X3ML mapping definition language that offers the building blocks for describing both schema mappings and URI generation policies, and the X3ML engine, that handles the URI generation and the data transformation. The X3ML framework supports the cognitive process of mapping and it has a lot of advantages compared to other existing tools including that the schema mappings are expressed in a declarative way, and are both human and machine readable allowing domain experts to understand them, the schema matching and the URI generation policies comprise different distinct steps in the exchange workflow, and follow different life cycles. Furthermore X3ML is symmetric and potentially invertible allowing bidirectional interaction between providers and aggregator and thus supporting not only a rich aggregators’ repository but also corrections and improvements in the providers’ data bases.
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