Workflow Modeling Assistance by Case-based Reasoning PDF Download
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Author: Gilbert Müller
Publisher: Springer
ISBN: 3658235594
Category : Computers
Languages : en
Pages : 303
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Book Description
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.
Author: Gilbert Müller
Publisher: Springer
ISBN: 3658235594
Category : Computers
Languages : en
Pages : 303
Get Book Here
Book Description
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.
Author: Gilbert Müller
Publisher: Springer Vieweg
ISBN: 9783658235581
Category : Computers
Languages : en
Pages : 292
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Book Description
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.
Author: Kerstin Bach
Publisher: Springer Nature
ISBN: 3030292495
Category : Computers
Languages : en
Pages : 422
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Book Description
This book constitutes the refereed proceedings of the 27th International Conference on Case-Based Reasoning Research and Development, ICCBR 2019, held in Otzenhausen, Germany, in September 2019. The 26 full papers presented in this book were carefully reviewed and selected from 43 submissions. 15 were selected for oral presentation and 11 for poster presentation. The theme of ICCBR 2019, "Explainable AI (XAI)," was highlighted by several activities. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction.
Author: Juan A. Recio-Garcia
Publisher: Springer Nature
ISBN: 3031636465
Category :
Languages : en
Pages : 475
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Book Description
Author: Isabelle Bichindaritz
Publisher: Springer Science & Business Media
ISBN: 3642142737
Category : Computers
Languages : en
Pages : 554
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Book Description
This book constitutes the proceedings of the 18th International Conference on Case-Based Reasoning, held in Alessandria, Italy, in July 2010.
Author: Michael T. Cox
Publisher: Springer
ISBN: 3030010813
Category : Computers
Languages : en
Pages : 638
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Book Description
This book constitutes the refereed proceedings of the 26th International Conference on Case-Based Reasoning Research and Development, ICCBR 2018, held in Stockholm, Sweden, in July 2018. The 39 full papers presented in this book were carefully reviewed and selected from 77 submissions. The theme of ICCBR-2017, "The Future of CBR", was highlighted by several activities. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction. Topics included multiple papers on textual CBR and a number of cognitive and human oriented papers as well as hybrid research between CBR and machine learning.
Author: Klaus-Dieter Althoff
Publisher: Springer Science & Business Media
ISBN: 3540855017
Category : Computers
Languages : en
Pages : 644
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Book Description
This book constitutes the refereed proceedings of the 9th European Conference on Case-Based Reasoning, ECCBR 2008, held in Trier, Germany, in September 2008. The 34 revised research papers and 5 revised application papers presented together with 3 invited talks were carefully reviewed and selected from 71 submissions. All current issues in case-based reasoning are addressed, ranging from theoretical and methodological issues to advanced applications in various fields such as knowledge discovery, similarity, context-awareness, uncertainty, and health sciences.
Author: Peter Funk
Publisher: Springer Science & Business Media
ISBN: 3540228829
Category : Computers
Languages : en
Pages : 835
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Book Description
This book constitutes the refereed proceedings of the 7th European Conference on Case-Based Reasoning, ECCBR 2004, held in Madrid, Spain in August/September 2004. The 56 revised full papers presented together with an invited paper and the abstract of an invited talk were carefully reviewed and selected from 85 submissions. All current issues in case-based reasoning, ranging from theoretical and methodological issues to advanced applications in various fields are addressed.
Author: L. Grumbach
Publisher: IOS Press
ISBN: 1643683977
Category : Computers
Languages : en
Pages : 340
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Book Description
Traditional workflow management systems support the fulfillment of business tasks by providing guidance along a predefined workflow model. Due to the shift from mass production to customization, flexibility has become important in recent decades, but the various approaches to workflow flexibility either require extensive knowledge acquisition and modeling, or active intervention during execution. Pursuing flexibility by deviation compensates for these disadvantages by allowing alternative paths of execution at run time without requiring adaptation to the workflow model. 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.
Author: Ashwin Ram
Publisher: Springer
ISBN: 3642232914
Category : Computers
Languages : en
Pages : 508
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Book Description
This book constitutes the refereed proceedings of the 19th International Conference on Case-Based Reasoning, held in London, UK, in September 2011. The 32 contributions presented together with 3 invited talks were carefully reviewd and selected from 67 submissions. The presentations and posters covered a wide range of CBR topics of interest both to practitioners and researchers, including CBR methodology covering case representation, similarity, retrieval, and adaptation; provenance and maintenance; recommender systems; multi-agent collaborative systems; data mining; time series analysis; Web applications; knowledge management; legal reasoning; healthcare systems and planning systems.
