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Process Mining Versus Intention Mining

Authors :
Ghazaleh Khodabandelou
Camille Salinesi
Charlotte Hug
Rebecca Deneckere
Centre de Recherche en Informatique de Paris 1 (CRI)
Université Paris 1 Panthéon-Sorbonne (UP1)
Selmin Nurcan and Henderik A. Proper and Pnina Soffer and John Krogstie and Rainer Schmidt and Terry Halpin and Ilia Bider
Source :
EMMSAD 2013, EMMSAD 2013, Jun 2013, Valencia, Spain. pp.466-480, ⟨10.1007/978-3-642-38484-4_33⟩, Enterprise, Business-Process and Information Systems Modeling ISBN: 9783642384837, BMMDS/EMMSAD
Publication Year :
2013
Publisher :
HAL CCSD, 2013.

Abstract

Process mining aims to discover, enhance or check the conformance of activity-oriented process models from event logs. A new field of research, called intention mining, recently emerged. This field has the same objectives as process mining but specifically addresses intentional process models (processes focused on the reasoning behind the activities). This paper aims to highlight the differences between these two fields of research and illustrates the use of mining techniques on a dataset of event logs, to discover an activity process model as well as an intentional process model.

Details

Language :
English
ISBN :
978-3-642-38483-7
ISBNs :
9783642384837
Database :
OpenAIRE
Journal :
EMMSAD 2013, EMMSAD 2013, Jun 2013, Valencia, Spain. pp.466-480, ⟨10.1007/978-3-642-38484-4_33⟩, Enterprise, Business-Process and Information Systems Modeling ISBN: 9783642384837, BMMDS/EMMSAD
Accession number :
edsair.doi.dedup.....3c6611cce54ce416e397aa6397b9381c