<p>Case-based reasoning is one of the fastest growing areas in the field of knowledge-based systems and this book, authored by a leader in the field, is the first comprehensive text on the subject. Case-based reasoning systems are systems that store information about situations in their memory. As
Workflow Modeling Assistance by Case-based Reasoning
✍ Scribed by Gilbert Müller
- Publisher
- Springer Fachmedien Wiesbaden;Springer Vieweg
- Year
- 2018
- Tongue
- English
- Leaves
- 303
- Edition
- 1st ed.
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
Gilbert Müller introduces the foundations of Business Process Management as well as Case-based Reasoning and presents a novel approach to assist the complex, time-consuming, and error-prone task of workflow modeling. By means of methods from artificial intelligence, in particular from the field of Case-based Reasoning, he shows how workflows can be automatically constructed according to a query specified by the user. Thus, the modeling process can be supported substantially, which addresses a highly relevant problem in many workflow domains.
✦ Table of Contents
Front Matter ....Pages I-XVII
Introduction (Gilbert Müller)....Pages 1-10
Foundations (Gilbert Müller)....Pages 11-73
Domain & Notation (Gilbert Müller)....Pages 75-91
Query Language (Gilbert Müller)....Pages 93-108
Workflow Adaptation (Gilbert Müller)....Pages 109-165
Improving Workflow Modeling Assistance (Gilbert Müller)....Pages 167-208
Workflow Modeling Assistance Architecture (Gilbert Müller)....Pages 209-222
Evaluation (Gilbert Müller)....Pages 223-246
Conclusion (Gilbert Müller)....Pages 247-254
Back Matter ....Pages 255-292
✦ Subjects
Computer Science; Artificial Intelligence (incl. Robotics); Business Process Management; Business Information Systems
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Case-based reasoning (CBR) has received a great deal of attention in recent years and has established itself as a core methodology in the field of artificial intelligence. The key idea of CBR is to tackle new problems by referring to similar problems that have already been solved in the past. More p
<p><p>While it is relatively easy to record billions of experiences in a database, the wisdom of a system is not measured by the number of its experiences but rather by its ability to make use of them. Case-based reasoning (CBR) can be viewed as experience mining, with analogical reasoning applied