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Process Mining Versus Intention Mining
- 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.
- Subjects :
- Engineering
Process modeling
Event (computing)
business.industry
Process (engineering)
intention mining
process mining
[INFO.INFO-OH]Computer Science [cs]/Other [cs.OH]
Process mining
020207 software engineering
02 engineering and technology
[INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE]
Data science
Field (computer science)
Business process discovery
intentional process modeling
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
business
Subjects
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