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Specification and Implementation of Multimodel Data Integration Rules
| Author(s): | Sergey Stupnikov |
| Created: | 2017/12/05 |
| Published: | Data Analytics and Management in Data Intensive Domains. Selected Papers of the XIX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2017). CEUR Workshop Proceedings, ISSN 1613-0073, Vol. 2022. P. 197-205. |
| Abstract: | |
| The paper considers an approach for specification of data integration rules using RIF-BLD
logic dialect that is a recommendation of W3C. This allows us to reference entities defined in different
collections represented using different data models in the same rule. Logical semantics of RIF-BLD
provides also unambiguous interpretation of data integration rules. The paper proposes an approach for
implementation of RIF-BLD rules using HIL language. Thus data integration rules are compiled into
MapReduce programs and can be executed over Hadoop-based distributed infrastructures. |
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