Confidence in Workflow Adaptation

作者: Mirjam Minor , Mohd. Siblee Islam , Pol Schumacher

DOI: 10.1007/978-3-642-32986-9_20

关键词:

摘要: This paper is on assessing the quality of adaptation results by a novel confidence measure. The computed finding evidence for partial solutions from introspection huge case base. We assume that an result can be decomposed into portions, provenance information portions available. reduced to such solution have been affected change. Furthermore, we similarity measure retrieving base specified and available providing space. occurrence each portion in investigated during additional retrieval phase after having adapted case. Based this idea introduce general results. It implemented area workflow adaptation. A graph-based representation cases used. set sub-graphs Similarity measures are graph matching method implements Experimental adaptations cooking domain show feasibility approach. values evaluated three bases with size 200, 2,000, 20,000 comparing them expert assessment.

参考文章(28)
Pol Schumacher, Mirjam Minor, Kirstin Walter, Ralph Bergmann, Extraction of procedural knowledge from the web: a comparison of two workflow extraction approaches the web conference. pp. 739- 747 ,(2012) , 10.1145/2187980.2188194
Mirjam Minor, Alexander Tartakovski, Daniel Schmalen, Agile Workflow Technology and Case-Based Change Reuse for Long-Term Processes International Journal of Intelligent Information Technologies. ,vol. 4, pp. 80- 98 ,(2008) , 10.4018/JIIT.2008010104
Sebastian Görg, Ralph Bergmann, Mirjam Minor, Sarah Gessinger, Siblee Islam, Collecting, reusing and executing private workflows on social network platforms the web conference. pp. 747- 750 ,(2012) , 10.1145/2187980.2188195
RAMON LOPEZ DE MANTARAS, DAVID MCSHERRY, DEREK BRIDGE, DAVID LEAKE, BARRY SMYTH, SUSAN CRAW, BOI FALTINGS, MARY LOU MAHER, MICHAEL T COX, KENNETH FORBUS, MARK KEANE, AGNAR AAMODT, IAN WATSON, Retrieval, reuse, revision and retention in case-based reasoning Knowledge Engineering Review. ,vol. 20, pp. 215- 240 ,(2005) , 10.1017/S0269888906000646
Mirjam Minor, Ralph Bergmann, Sebastian Gorg, Kirstin Walter, Reasoning on Business Processes to Support Change Reuse 2011 IEEE 13th Conference on Commerce and Enterprise Computing. pp. 18- 25 ,(2011) , 10.1109/CEC.2011.16
H. Munoz-Avila, M.T. Cox, Case-Based Plan Adaptation: An Analysis and Review IEEE Intelligent Systems. ,vol. 23, pp. 75- 81 ,(2008) , 10.1109/MIS.2008.59
Agnar Aamodt, Enric Plaza, Case-based reasoning: foundational issues, methodological variations, and system approaches Ai Communications. ,vol. 7, pp. 39- 59 ,(1994) , 10.3233/AIC-1994-7104
Stefania Montani, Giorgio Leonardi, A Case-Based Approach to Business Process Monitoring international conference on artificial intelligence in theory and practice. pp. 101- 110 ,(2010) , 10.1007/978-3-642-15286-3_10
Ralph Bergmann, Mirjam Minor, Thomas Sauer, InverseWorkflows for Supporting Agile Business Process Management. wissensmanagement. pp. 204- 213 ,(2011)