DBIS EPub

Rule-based Monitoring Framework for Business Process Compliance

Gong, Ping and Knuplesch, David and Reichert, Manfred (2016) Rule-based Monitoring Framework for Business Process Compliance. Technical Report. Ulm University, Ulm.

[img] PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
837Kb

Abstract

Business processes compliance monitoring can be viewed as a task of detecting and reacting to the compliance of running business processes with compliance rules, which are the semantic constraints originated from norms, standards, and laws, etc. Normally, compliance rules not only refer to normal process perspectives, like control ow, data ow, and time, but also perspectives of data aggregation as well as their mixtures. Such characteristics as well as potentially high number of concurrently running process instances, post challenges for processes compliance monitoring from the aspects of specification and monitoring efficiency. In this work, we address these challenges by proposing a compliance monitoring framework (bpCMon), including an event-based compliance language (ECL) and event reaction system (ERS), wherein ECL is a formal language enabling specifying compliance rules of multi-perspective, and ERS is a powerful rule-based system enriched with events indexing structure, and fully supports the monitoring for compliance rules in ECL. Experiments on a real life datasets indicate the applicability of bpCMon, and the comparisons with three related works over benchmarks demonstrate the efficiency of bpCMon.

Item Type:Monograph (Technical Report)
Uncontrolled Keywords:Business process compliance monitoring, runtime verification
Subjects:DBIS Research > Publications
ID Code:1506
Deposited By: David Knuplesch
BibTex Export:BibTeX
Deposited On:09 Jun 2017 08:47
Last Modified:09 Jun 2017 08:47

Repository Staff Only: item control page