Quotation Schönig, Stefan, Di Ciccio, Claudio, Maggi, Fabrizio Maria, Mendling, Jan. 2016. Discovery of Multi-perspective Declarative Process Models. In Service-Oriented Computing - 14th International Conference, ICSOC 2016, Banff, AB, Canada, October 10-13, 2016, Proceedings, Hrsg. Quan Z. Sheng, Eleni Stroulia, Samir Tata, Sami Bhiri, 87-103. Banff, Canada: Springer Lecture Notes in Computer Science (LNCS).


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Abstract

Process discovery is one of the main branches of process mining that allows the user to build a process model representing the process behavior as recorded in the logs. Standard process discovery techniques produce as output a procedural process model (e.g., a Petri net). Recently, several approaches have been developed to derive declarative process models from logs and have been proven to be more suitable to analyze processes working in environments that are less stable and predictable. However, a large part of these techniques are focused on the analysis of the control flow perspective of a business process. Therefore, one of the challenges still open in this field is the development of techniques for the analysis of business processes also from other perspectives, like data, time, and resources. In this paper, we present a full-fledged approach for the discovery of multi-perspective declarative process models from event logs that allows the user to discover declarative models taking into consideration all the information an event log can provide. The approach has been implemented and experimented in real-life case studies.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Contribution to conference proceedings
Language English
Title Discovery of Multi-perspective Declarative Process Models
Title of whole publication Service-Oriented Computing - 14th International Conference, ICSOC 2016, Banff, AB, Canada, October 10-13, 2016, Proceedings
Editor Quan Z. Sheng, Eleni Stroulia, Samir Tata, Sami Bhiri
Page from 87
Page to 103
Location Banff, Canada
Publisher Springer Lecture Notes in Computer Science (LNCS)
Year 2016
ISBN 978-3-319-46294-3
URL http://dx.doi.org/10.1007/978-3-319-46295-0_6

Associations

People
Schönig, Stefan (Former researcher)
Di Ciccio, Claudio (Former researcher)
Mendling, Jan (Details)
External
Maggi, Fabrizio Maria (University of Tartu, Estonia)
Organization
Applied Information Technology with Focus on IT in Organization (Details)
Research areas (ÖSTAT Classification 'Statistik Austria')
1105 Computer software (Details)
1108 Informatics (Details)
1109 Information and data processing (Details)
5306 Business data processing (Details)
5367 Management information systems (Details)
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