confenis2012dc
DESCRIPTION
Slides of my presentation at the doctoral consortium of the CONFENIS conference, 19 September 2012, Ghent, BelgiumTRANSCRIPT
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION
Jan Claes | Confenis DC 201210 April 2023
Business Process Modeling in Support of Supply Chain Applications
Promotor: Prof. Dr. Geert PoelsCopromotor: Prof. Dr. Ir. Birger Raa
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 20122 / 17
Topic
Business Process Modeling in Support of Supply Chain Applications
Inter-organizational modeling
Supplier
Logistics
Customer
Supp
lier
Cust
omer
Logi
stics
Send PO
Receive SOPack goods
Deliver goods
Receive goods
Pay invoice
Send invoice
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 20123 / 17
Topic
Inter-organizational modeling Cooperative modeling (manual, top-down) Process mining (automatic, bottom-up)
Supply Chain level
Organization level
top-downorchestration
bottom-upchoreography
Model level
Operation level
top-downcooperative modeling
bottom-upprocess mining
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 20124 / 17
Methodology
Qualitative positivist research method grounded theory
(developing theory through collection and analysis of data)
RQ1: cooperative process modeling behavioral science research
(developing and evaluating theories from observations of reality)
RQ2: process mining design science research
(developing and evaluating artifacts to solve a practical problem)
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION
Jan Claes | Confenis DC 201210 April 2023
Cooperative Process Modeling
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 20126 / 17
Cooperative process modeling
Definition Working together on the manual construction of an inter-
organizational process model Where participants have knowledge on different parts of
the process
Research questions (improve knowledge to improve training/tools/…) RQ1a: what are the characteristics of the process of
cooperative process modeling? RQ1b: (how) can we provide guidelines for cooperative
process modeling?
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 20127 / 17
Cooperative process modeling
Properties of textual description
Properties of modelers
Properties of modeling process
Properties of resulting model
RESEARCH
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 20128 / 17
Cooperative process modeling
Preliminary work Visualization (TAProViz@BPM 2012)
“Visualizing the Process of Process Modeling with PPMCharts“
Method (BPM 2012 + invitation special issue Information Systems journal)“Tying Process Model Quality to the Modeling Process: The Impact of Structuring, Movement, and Speed“
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 20129 / 17
Cooperative process modeling
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 201210 / 17
Cooperative process modeling
Future work Tying process of process modeling to
the resulting process model (explorative > 2012) Tying structured modeling to
understandability (confirmative > 2012) Discovered patterns and styles of cooperative
process modeling (explorative > 2013) Method for cooperative process modeling
(confirmative > 2013)
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION
Jan Claes | Confenis DC 201210 April 2023
Process Mining
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 201212 / 17
Process mining
Definition Automatic as-is process model construction or
analysis From historical process data recorded in
information systemsResearch questions (enable process mining
with data distributed in multiple event logs) RQ2: how to merge event logs for process mining?
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 201213 / 17
Process mining
CSVData
EventLog
CSVData
EventLog
Process Model
CSVData
EventLog
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 201214 / 17
Process mining
Preliminary work Problem definition: survey (BPI@BPM 2012) Problem definition: manifesto (BPI@BPM 2012) Genetic algorithm for event log merging
(INISET@CAiSE 2011) Artificual Immune System for event log merging
(BPI@BPM 2011) Rule based method for event log merging
(Information Sciences journal > 2012)
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
FACULTY OF ECONOMICS AND BUSINESS ADMINISTRATION
Jan Claes | Confenis DC 201210 April 2023
Conclusion
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 201216 / 17
Conclusion
Plans for current and future work Invited special issue Information Systems (2012) Merging event logs (2012) Process of process modeling (x2) (2012-2013) Experiments (explorative & confirmative) (2012) Process of cooperative process modelig (x2) (2013) Combine or compare process mining and
cooperative process modeling: method (?) Case studies (2012-?)
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Faculty of Economics and Business Administration Department of Management Information and Operations Management
Jan Claes | Confenis DC 201217 / 17
Contact information
http://www.janclaes.infoTwitter: @janclaesbelgium