Ensuring compliance with semantic constraints in process adaptation with rule-based event processing

Akhil Kumar, Wen Yao, Chao Hsien Chu, Zang Li

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Abstract

An Adaptive Process Management System (APMS) allows for flexible, dynamic and even ad hoc adaptation of business processes based on case data, context and events. It is also important that APMS technology ensure error-free process execution and compliance with semantic constraints. However, most process design tools tend to be rigid or they handle only syntactic constraints. This restricts their value in real-world applications considerably. This paper presents a new approach to validate process change operations against semantic constraints using an integer programming formulation. The formulation allows us to describe existential as well as coordination (such as before-after ordering sequence) relationships between tasks in a process in a common way. It can then be solved to not only check full or strong compliance, but also determine the minimum set of additional process changes required to ensure weak compliance. Notions of strong and weak compliance are discussed and illustrated with a detailed example. We argue that this approach is more elegant and superior to a pure logic based approach.

Original languageEnglish (US)
Title of host publicationSemantic Web Rules - International Symposium, RuleML 2010, Proceedings
Pages50-65
Number of pages16
DOIs
StatePublished - Nov 23 2010
Event4th International Web Rule Symposium, RuleML 2010 - Washington, DC, United States
Duration: Oct 21 2010Oct 23 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6403 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other4th International Web Rule Symposium, RuleML 2010
CountryUnited States
CityWashington, DC
Period10/21/1010/23/10

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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    Kumar, A., Yao, W., Chu, C. H., & Li, Z. (2010). Ensuring compliance with semantic constraints in process adaptation with rule-based event processing. In Semantic Web Rules - International Symposium, RuleML 2010, Proceedings (pp. 50-65). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6403 LNCS). https://doi.org/10.1007/978-3-642-16289-3-6