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Rule-based Specification and Implementation of Multimodel Data Integration
| Author(s): | Sergey Stupnikov |
| Published: | Data Analytics and Management in Data Intensive Domains, XVIII International Conference, DAMDID/RCDL 2017, Moscow, Russia, October 10-13, 2017, Revised Selected Papers, Springer International Publishing AG 2018 Springer. Communications in Computer and Information Science, Vol. 822, P. 198-212, 2018. |
| Abstract: | |
| An approach for rule-based specification of data integration using RIF-BLD logic dialect that is a recommendation of W3C is presented. The approach allows to combine entities defined in different sources represented in different data models (relational, XML, graph-based, document-based) in the same rule. Logical semantics of RIF-BLD provides for unambiguous interpretation of data integration rules. The paper proposes an approach for implementation of RIF-BLD rules using IBM High-level integration language (HIL) as well. Thus data integration rules can be compiled into MapReduce programs and executed over Hadoop-based distributed infrastructures. |
| Download: |
[ https://doi.org/10.1007/978-3-319-96553-6_15 ]
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