Searching textual and model-based process descriptions based on a unified data format View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2019-04

AUTHORS

Henrik Leopold, Han van der Aa, Fabian Pittke, Manuel Raffel, Jan Mendling, Hajo A. Reijers

ABSTRACT

Documenting business processes using process models is common practice in many organizations. However, not all process information is best captured in process models. Hence, many organizations complement these models with textual descriptions that specify additional details. The problem with this supplementary use of textual descriptions is that existing techniques for automatically searching process repositories are limited to process models. They are not capable of taking the information from textual descriptions into account and, therefore, provide incomplete search results. In this paper, we address this problem and propose a technique that is capable of searching textual as well as model-based process descriptions. It automatically extracts activity-related and behavioral information from both descriptions types and stores it in a unified data format. An evaluation with a large Austrian bank demonstrates that the additional consideration of textual descriptions allows us to identify more relevant processes from a repository. More... »

PAGES

1179-1194

References to SciGraph publications

  • 2011. Behavioral Similarity – A Proper Metric in BUSINESS PROCESS MANAGEMENT
  • 2016. Dealing with Behavioral Ambiguity in Textual Process Descriptions in BUSINESS PROCESS MANAGEMENT
  • 2008. Efficient Compliance Checking Using BPMN-Q and Temporal Logic in BUSINESS PROCESS MANAGEMENT
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  • 2018. Frameworks for Business Process Management: A Taxonomy for Business Process Management Cases in BUSINESS PROCESS MANAGEMENT CASES
  • 2012. A Platform for Research on Process Model Collections in BUSINESS PROCESS MODEL AND NOTATION
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  • 2013. Fundamentals of Business Process Management in NONE
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  • 2015. On the Fragmentation of Process Information: Challenges, Solutions, and Outlook in ENTERPRISE, BUSINESS-PROCESS AND INFORMATION SYSTEMS MODELING
  • 2012-04. Fast business process similarity search in DISTRIBUTED AND PARALLEL DATABASES
  • 2010. Efficient and Accurate Retrieval of Business Process Models through Indexing in ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2010
  • 2013. Natural Language in Business Process Models, Theoretical Foundations, Techniques, and Applications in NONE
  • 2009. Formalizing Linguistic Conventions for Conceptual Models in CONCEPTUAL MODELING - ER 2009
  • 2013. Bridging Abstraction Layers in Process Mining by Automated Matching of Events and Activities in BUSINESS PROCESS MANAGEMENT
  • 2016. Integrating Textual and Model-Based Process Descriptions for Comprehensive Process Search in ENTERPRISE, BUSINESS-PROCESS AND INFORMATION SYSTEMS MODELING
  • 1999. Tokenization in SYNTACTIC WORDCLASS TAGGING
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s10270-017-0649-y

    DOI

    http://dx.doi.org/10.1007/s10270-017-0649-y

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1099921633


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