The Adaption Knowledge Bottleneck: How to Ease it by Learning from Cases
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
A case-based reasoning framework for workflow model management
Data & Knowledge Engineering - Special issue: Advances in business process management
The Knowledge Engineering Review
Retrieval, reuse, revision and retention in case-based reasoning
The Knowledge Engineering Review
Learning adaptation knowledge to improve case-based reasoning
Artificial Intelligence
Representation and Structure-Based Similarity Assessment for Agile Workflows
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Towards Case-Based Support for e-Science Workflow Generation by Mining Provenance
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Case-Based Plan Adaptation: An Analysis and Review
IEEE Intelligent Systems
Introspection into an Agile Workflow Engine for Long-Term Processes
WETICE '08 Proceedings of the 2008 IEEE 17th Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises
CaBMA: case-based project management assistant
IAAI'04 Proceedings of the 16th conference on Innovative applications of artifical intelligence
Workflow matching using semantic metadata
Proceedings of the fifth international conference on Knowledge capture
Opportunistic Adaptation Knowledge Discovery
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Demand-driven discovery of adaptation knowledge
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Prototype-based management of business process exception cases
Applied Intelligence
Towards the agile management of business processes
WM'05 Proceedings of the Third Biennial conference on Professional Knowledge Management
Case-based support for collaborative business
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Retrieval of semantic workflows with knowledge intensive similarity measures
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Preference-Based CBR: first steps toward a methodological framework
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Acquiring adaptation cases for scientific workflows
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
A case-based reasoning approach for providing machine diagnosis from service reports
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Extraction of procedural knowledge from the web: a comparison of two workflow extraction approaches
Proceedings of the 21st international conference companion on World Wide Web
Collecting, reusing and executing private workflows on social network platforms
Proceedings of the 21st international conference companion on World Wide Web
Case adaptation with qualitative algebras
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Similarity assessment and efficient retrieval of semantic workflows
Information Systems
Automatic case acquisition from texts for process-oriented case-based reasoning
Information Systems
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Creation and adaptation of workflows is a difficult and costly task that is currently performed by human workflow modeling experts. Our paper describes a new approach for the automatic adaptation of workflows, which makes use of a case base of former workflow adaptations. We propose a general framework for case-based adaptation of workflows and then focus on novel methods to represent and reuse previous adaptation episodes for workflows. An empirical evaluation demonstrates the feasibility of the approach and provides valuable insights for future research.