Title
Probabilistic Simulation for Probabilistic Data-Aware Business Processes.
Abstract
This paper studies modelling and analysis issues in the context of a probabilistic data-aware business process. It uses as formal model to describe process behaviours a labelled transitions system in which transitions are guarded by conditions defined over a probabilistic database and presents an approach for testing probabilistic simulation preorder in this context. A complexity analysis reveals that the problem is in 2-EXPTIME, and is EXPTIME-hard, w.r.t. expression complexity while it matches probabilistic query evaluation w.r.t. data-complexity.
Year
DOI
Venue
2014
10.1007/978-3-319-04921-2_41
Lecture Notes in Computer Science
Keywords
Field
DocType
probabilistic database,testing simulation relaition,data-aware business process
Divergence-from-randomness model,Probabilistic-based design optimization,Computer science,Probabilistic CTL,Theoretical computer science,Probabilistic analysis of algorithms,Probabilistic logic,Probabilistic argumentation,Probabilistic relevance model,Probabilistic database
Conference
Volume
ISSN
Citations 
8370
0302-9743
0
PageRank 
References 
Authors
0.34
16
3
Name
Order
Citations
PageRank
Haizhou Li13678334.61
François Pinet213719.82
farouk toumani31230116.41