Process Mining

Process Mining

Beyond Business Intelligence

Agenda

• Introduction • Laboratory for Quality Software• Process Mining

• Demonstration • Yasper• ProM

• Discussion

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LaQuSo Organization

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Department of Mathematics and Computer Science

• Information Systems• EG Databases & Hypermedia

• EG Architecture of Information Systems

• Specification and Verification• EG Formal Methods

• EG Analysis and Design of Systems

• Software and Systems Engineering• EG Software Engineering and Technology

• EG Systems Architecture and Networking

• EG Embedded Systems Security

• Algorithms and Visualization• EG Algorithms

• EG Visualization

Institute for Computing and Information Sciences

• Digital Security

• Information and Knowledge Systems

• Informatics for Technical Applications

• Software Technology

• Foundations

part of

LaQuSo Goals

• Support of relevant research on ICT, in particular on IT

• Validation of academic results

• Valorization of academic results

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Contributing to

Promotion of excellence and utilization of knowledge to strengthen technological and societal innovation.

LaQuSo Focus

• Process Miningin collaboration with prof. dr. ir. W.M.P. van der Aalst and prof. dr. K.M. van Hee and their research group

• Code Miningin collaboration with prof. dr. M.G.J. van den Brand and his research group

• Model Analysisin collaboration with prof. dr. ir. J.F. Groote and his research group

• Security Analysisin collaboration with prof. dr. B.P.J. Jacobs and prof. dr. S. Etalle and their research groups

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Process Mining

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RealityRealityRealityReality InformationInformationSystemSystem

InformationInformationSystemSystemcontrol

support

Process Mining

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RealityRealityRealityReality InformationInformationSystemSystem

InformationInformationSystemSystemcontrol

support

LogLogLogLog

logging

ModelModelModelModel

e.g. events,messages,

transactions

Process Mining

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RealityRealityRealityReality InformationInformationSystemSystem

InformationInformationSystemSystemcontrol

support

LogLogLogLog

logging

ModelModelModelModel

e.g. events,messages,

transactions

models specifies

Process Mining

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RealityRealityRealityReality InformationInformationSystemSystem

InformationInformationSystemSystemcontrol

support

LogLogLogLog

logging

ModelModelModelModel

e.g. events,messages,

transactions

models specifies

verification

discovery

conformance verification

Process Mining

• Basic Performance Metrics• ‘De facto’ Process Model• Organizational Model• Social Network Model• Decision Point Analysis• Auditing & Security

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MiningMiningSystemSystemMiningMiningSystemSystem

Process Mining

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LogLogLogLog

analysis reportoriginal data

MiningMiningSystemSystemMiningMiningSystemSystem

Process Mining

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LogLogLogLoginternal

representation

analysis report

relevantraw data

original data

Extraction

• Filter• Select• Preprocess• …

MiningMiningSystemSystemMiningMiningSystemSystem

Process Mining

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LogLogLogLoginternal

representation

analysis report

relevantraw data

original data

Extraction

• Filter• Select• Preprocess• …

analysisdesign and/or

developprocess and

analysisreport and/orconsultancy

Process Mining

• We support:• the process mining readiness assessment (quick scan)• the design and development of the necessary interfaces• the deployment of the process mining system• the actual process mining

− the preparation− the execution− the analysis

• We can also provide consultancy on improvement opportunities

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Demonstrations

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