
Flexible Workflows
Description
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This work, Flexible Workflows: A Constraint- and Case-Based Approach, proposes a novel approach to flexibility by deviation, the aim being to provide support during the execution of a workflow by suggesting items based on predefined strategies or experiential knowledge, even in case of deviations. The concepts combine two familiar methods from the field of AI - constraint satisfaction problem solving, and process-oriented case-based reasoning. The combined model increases the capacity for flexibility. The experimental evaluation of the approach consisted of a simulation involving several types of participant in the domain of deficiency management in construction. The book contains 7 chapters covering foundations; domains and potentials; prerequisites; constraint based workflow engine; case based deviation management; prototype; and evaluation, together with an introduction, a conclusion and 3 appendices.
Demonstrating high utility values and the promise of wide applicability in practice, as well as the potential for an investigation into the transfer of the approach to other domains, the book will be of interest to all those whose work involves workflow management systems.
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Content
- Intro
- Title Page
- Abstract
- Contents
- Introduction
- Motivation
- Research Aims
- Methodology
- Research Projects
- Outline
- Foundations on Flexible Workflow Management
- Process Aware Information Systems
- Business Process Management
- Workflow Management
- Workflow Flexibility
- Related Work
- Domain & Potentials
- Deficiency Management in Construction
- Potentials of a Flexible Workflow Approach
- Main Concept
- Prerequisites
- Graphs
- Block-Oriented Workflows
- Execution Paths and Operators
- Execution Semantics of Workflow Blocks
- Constraint-Based Workflow Engine
- Concept of the Workflow Engine
- Workflow Model
- Foundations on Constraint Satisfaction Problems
- Workflow Engine
- Deviation Handling
- Related Work
- Case-Based Deviation Management
- Foundations on Case-Based Reasoning
- Foundations on Time-Series Similarity Measures
- Case-Based Approach to Deviation Management
- Retrieving Similar Workflows
- Reuse for Deriving Work Items
- Related Work
- Prototype
- Flexible Workflow Approach
- Architecture
- Prototypical Implementation
- Evaluation
- Contributions
- Research Question RQ0
- Evaluation Criteria
- Hypotheses
- Setup
- Simulation Results
- Conclusion of Evaluation
- Conclusion
- Summary
- Research Perspectives
- Proof of Trace Equivalence
- List of Variables
- Curriculum Vitae
- Bibliography
- Index
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