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Conceptual Modeling of Multidialect Workflows.
| Author(s): | Kalinichenko L. A., Stupnikov S. A., Vovchenko A. E., Kovalev D. Y. |
| Created: | 2014/11/03 |
| Published: | Informatics and Applications. Moscow: IPI RAN, 2014. -- V. 8, Iss. 4. -- P. 110-124. |
| Abstract: | |
| This paper contributes to the techniques for conceptual representation of data analysis algorithms
and data integration facilities as well as processes to specify data and behavior semantics in one paradigm. An
investigation of a novel approach for applying a combination of semantically different platform-independent
rule-based languages (dialects) for interoperable conceptual specifications over various rule-based systems (RSs)
relying on the rule-based program transformation technique recommended by the W3C Rule Interchange Format
(RIF) is extended here. Such approach is combined with the facilities aimed at the semantic rule-based mediation
intended for the heterogeneous data base integration. This paper extends a previous research of the authors in
the direction of workflow modeling for definition of compositions of algorithmic modules in a process structure.
A capability of the multidialect workflow support specifying the tasks in semantically different languages mostly
suited to the task orientation is presented. A practical workflow use case, the interoperating tasks of which are
specified in several rule-based languages (RIF-CASPD, RIF-BLD, RIF-PRD), is introduced. In addition, OWL 2
is used for the conceptual schema definition, RIF-PRD is used also for the workflow orchestration. The use case
implementation infrastructure includes a production rule-based system (IBM ILOG), a logic rule-based system
(DLV), and a mediation system. |
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