Acquisition and Understanding of Process Knowledge Using Problem Solving Methods
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| Médium: | E-kniha |
| Jazyk: | angličtina |
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London
Sage Publications Ltd
2010
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| Vydání: | 1 |
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| ISBN: | 1607506009, 9781607506003 |
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| Author | Gómez-Pérez, J. M |
|---|---|
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| PublicationDate | 2010 |
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| SubjectTerms | Data processing Knowledge acquisition (Expert systems) Problem solving |
| TableOfContents | Title Page -- List of figures -- List of Tables -- Contents -- Introduction -- State of the Art -- The Knowledge Acquisition Bottleneck -- From Mining to Modelling: The Knowledge Level -- Ontologies and Problem Solving Methods in the Knowledge Acquisition Modelling Paradigm -- Knowledge Acquisition by Knowledge Engineers -- Knowledge Acquisition by Subject Matter Experts -- Process Knowledge and Subject Matter Experts -- The Process Knowledge Lifecycle -- Conclusions -- Work Objectives -- Goals and Open Research Problems -- Contributions to the State of the Art -- Work Assumptions, Hypotheses, and Restrictions -- Acquisition of Process Knowledge by SMEs -- Introduction -- Knowledge Acquisition and Formulation by SMEs in the Halo Project -- Knowledge Types in Scientific Disciplines -- Domain Analysis -- A Comprehensive Set of Knowledge Types in Scientific Disciplines -- The Process Metamodel -- Process Entities in the Process Metamodel -- Problem Solving Methods for the Acquisition of Process Knowledge -- A PSM Modelling Framework for Processes -- A Method to Build a PSM Library of Process Knowledge -- A PSM Library for the Acquisition of Process Knowledge -- Enabling SMEs to Formulate Process Knowledge -- The DarkMatter Process Editor -- Related Work -- Representing and Reasoning with SME-authored Process Knowledge -- A Formalism for Representing and Reasoning with Process Knowledge -- F-logic as Process Representation and Reasoning Language -- The Process Frame -- Code Generation for Process Knowledge -- Synthesis of precedence rules for data flow management -- Code Synthesis for Iterative Actions -- Soundness and Completeness of Process Models -- Optimization of the Synthesized Process Code -- Reasoning with Process Models -- Analysis of Process Executions by SMEs -- Towards Knowledge Provenance in Process Analysis Problem Solving Methods for the Analysis of Process Executions -- A Knowledgeoriented Provenance Environment -- An Algorithm for Process Analysis Using PSMs -- Evaluation -- Evaluation of the DarkMatter Process Component for Acquisition of Process Knowledge by SMEs -- Evaluation Syllabus -- Distribution of the Formulated Processes across the Evaluation Syllabus -- Utilization of the PSM Library and Process Metamodel -- Usage Experience of the SMEs with the Process Editor -- Performance Evaluation of the Process Component -- Evaluation of KOPE for the Analysis of Process Executions by SMEs -- Evaluation Settings -- Evaluation Metrics -- Evaluation Results -- Evaluation Conclusions -- Conclusions and Future Research -- Conclusions -- Future Research Problems -- REFERENCES -- Appendix. Sample F-logic Code for a Process Model |
| Title | Acquisition and Understanding of Process Knowledge Using Problem Solving Methods |
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