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Automating Knowledge Discovery Workflow Composition Through Ontology-Based Planning

Automating Knowledge Discovery Workflow Composition Through Ontology-Based Planning,10.1109/TASE.2010.2070838,IEEE Transactions Automation Science and

Automating Knowledge Discovery Workflow Composition Through Ontology-Based Planning   (Citations: 2)
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Journal: IEEE Transactions Automation Science and Engineering , vol. 8, no. 2, pp. 253-264, 2011
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    • ...To provide the proposed knowledge discovery platform with semantics, we are using the Knowledge Discovery Ontology (KD ontology, for short) [31]...
    • ...In the next sections we present an enhanced version of the algorithm described in [31], which exploits the algorithm hierarchy for planning at multiple abstraction levels...

    Vid Podpecanet al. Workflow Construction for Service-Oriented Knowledge Discovery

    • ...Other ontologies for dm workflow construction arekddonto [20], kd ontology [82] and dmwf [44]...
    • ...kd ontology [82] and a planner are tightly integrated in an automated workflow composition system that has been developed in conformance with proven standards from the semantic web, namely the Web Ontology Language for ontology modelling and the Planning Domain Definition Language (pddl) for planning...

    Melanie Hilarioet al. Ontology-Based Meta-Mining of Knowledge Discovery Workflows

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