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Decision Support Based on Process Mining [chapter]

Wil M.P. van der Aalst
2008 Handbook on Decision Support Systems 1  
For example, the audit trails of a workflow management system, the transaction logs of an enterprise resource planning system, and the electronic patient records in a hospital can be used to discover models  ...  Process mining techniques allow for the analysis of business processes based on event logs.  ...  Process mining can be used to discover different configurations and their effect. It is also possible to verify whether a given configuration fits with the characteristics of the real process.  ... 
doi:10.1007/978-3-540-48713-5_29 fatcat:2zo4aywuyjfnfmzqbkqu4obtum

A comparative study of Workflow Mining systems

Mahdi Abdelkafi, Dorra Bousabeh, Lotfi Bouzguenda, Faiez Gargouri
2012 2012 6th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)  
this work deals with Workflow Mining (WM) a very active and promising research area.  ...  The comparison is made according to quality criteria that we have proposed such as the capacity to filter and convert a Workflow log, the capacity to discover workflow models and the capacity to support  ...  From a capacity to discover workflow models point of view, the WorkflowMiner supports only the discovering of process model by using a statistical technique.  ... 
doi:10.1109/setit.2012.6482040 fatcat:c73znyugufhvfom4yu5jrq74ri

Incremental Workflow Mining for Process Flexibility

Ekkart Kindler, Vladimir A. Rubin, Wilhelm Schäfer
2006 International Conference on Advanced Information Systems Engineering  
Process mining is an active research area. Most of the existing process mining algorithms need a log of the activities resp. the tasks of the process executions.  ...  Incremental workflow mining is a technique for automatically deriving a process model from the on-going executions of a process.  ...  The incremental workflow mining algorithms discover the behaviour of the process from such versioning logs and combine it with informational and organizational perspectives.  ... 
dblp:conf/caise/KindlerRS06 fatcat:rnb5jcv7w5bhnlwr34kpe5ydq4

DiscopFlow: A new Tool for Discovering Organizational Structures and Interaction Protocols in WorkFlow [article]

Mahdi Abdelkafi, Lotfi Bouzguenda, Faiez Gargouri
2012 arXiv   pre-print
This work deals with Workflow Mining (WM) a very active and promising research area.  ...  The comparison is made according to quality criteria that we have defined such as the capacity to filter and convert a Workflow log, the capacity to discover workflow perspectives and the capacity to support  ...  To the best of our knowledge, the reason why the existing propositions only deal with process perspective mining because they use a workflow log limited to the activities execution, actors who execute  ... 
arXiv:1203.4257v1 fatcat:ibxa3dcmtfhcnnhw3j6dxmidqi

Mining Reference Process Models and Their Configurations [chapter]

Florian Gottschalk, Wil M. P. van der Aalst, Monique H. Jansen-Vullers
2008 Lecture Notes in Computer Science  
In this paper we therefore recommend the use of process mining techniques on log files of existing, well-running IT systems to help the reference model provider in creating such integrated process models  ...  Afterwards, the same log files are used to derive suggestions for common configurations that can serve as starting points for individual configurations.  ...  We thank Antal van den Bosch and Ton Weijters for providing us with insights into the various machine learning techniques.  ... 
doi:10.1007/978-3-540-88875-8_47 fatcat:c2myjo4imbd5hkq7mxpvjm6vhy

Scientific workflows for process mining: building blocks, scenarios, and implementation

Alfredo Bolt, Massimiliano de Leoni, Wil M. P. van der Aalst
2015 International Journal on Software Tools for Technology Transfer (STTT)  
Existing scientific workflow systems and data mining tools are not tailored towards process mining and the artifacts used for analysis (process models and event logs).  ...  Process mining should be repeatable and automated. Therefore, we propose a framework to support the analysis of process mining workflows.  ...  Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecomm ons.org/licenses/by/4.0/), which permits unrestricted use, distribution  ... 
doi:10.1007/s10009-015-0399-5 fatcat:5qgjnb2ckvaaxgtjcojhhpuyxa

Configurable Services in the Cloud: Supporting Variability While Enabling Cross-Organizational Process Mining [chapter]

Wil M. P. van der Aalst
2010 Lecture Notes in Computer Science  
Moreover, "configurable services in the cloud" enable cross-organizational process mining. This way, organizations can learn from each other and improve their processes.  ...  Configurable and executable process models are essential for realizing such infrastructures.  ...  We believe that "configurable services in the cloud" enable a new kind of process mining, coined "cross-organizational process mining" in this paper.  ... 
doi:10.1007/978-3-642-16934-2_5 fatcat:opbo7oswgbevpd2fasbukvnism

Time prediction based on process mining

W.M.P. van der Aalst, M.H. Schonenberg, M. Song
2011 Information Systems  
Moreover, "configurable services in the cloud" enable cross-organizational process mining. This way, organizations can learn from each other and improve their processes.  ...  Configurable and executable process models are essential for realizing such infrastructures.  ...  We believe that "configurable services in the cloud" enable a new kind of process mining, coined "cross-organizational process mining" in this paper.  ... 
doi:10.1016/j.is.2010.09.001 fatcat:lhnfh4tjpbgqbaulhldwpk6f6m

Process mining: a research agenda

W.M.P. van der Aalst, A.J.M.M. Weijters
2004 Computers in industry (Print)  
Process mining aims at extracting information from event logs to capture the business process as it is being executed.  ...  In this paper, we try to put the topic of process mining into context, discuss the main issues around process mining, and finally we introduce the papers in this special issue.  ...  Mining Exact Models of Concurrent Workflows The paper of Guido Schimm presents an approach to mine exact workflow models from workflow logs.  ... 
doi:10.1016/j.compind.2003.10.001 fatcat:areplhnmu5cnxcxocifypwqpbi

On Web Services Workflow Mining [chapter]

Robert Gombotz, Schahram Dustdar
2006 Lecture Notes in Computer Science  
We conclude with a demonstration of how we successfully applied existing process mining strategies on this system's logs and present the results of that mining in the form of workflow models.  ...  Therefore, we believe that the ability to discover processes in loosely-coupled systems is essential in system optimization.  ...  Process Mining Workflow mining or process mining (the terms may be used interchangeably), describes the effort to discover workflow patterns in a given set of log data.  ... 
doi:10.1007/11678564_19 fatcat:flc2r7kk75g7zlfhscbzgi5xsi

Exploring the CSCW spectrum using process mining

Wil M.P. van der Aalst
2007 Advanced Engineering Informatics  
Process mining techniques allow for extracting information from event logs.  ...  For example, the audit trails of a workflow management system or the transaction logs of an enterprise resource planning system can be used to discover models describing processes, organizations, and products  ...  and Martijn investigated the application of process mining to FLOWer and SAP R/3.  ... 
doi:10.1016/j.aei.2006.05.002 fatcat:nhbswlzt4rgzfler7l63zhippq

Process mining in CSCW systems

W.M.P. van der Aalst
2005 Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005.  
Process mining techniques allow for extracting information from event logs.  ...  For example, the audit trails of a workflow management system or the transaction logs of an enterprise resource planning system can be used to discover models describing processes, organizations, and products  ...  Boudewijn has been the driving force behind ProM, Ana Karla developed the FLOWer adapter, Andriy developed the E-mail mining tool, Wouter and Martijn investigated the application of process mining to FLOWer  ... 
doi:10.1109/cscwd.2005.194134 dblp:conf/cscwd/Aalst05 fatcat:d3x6ehywvfcx7puogq5z5lb7om

Discovering web service workflows using web services interaction mining

Schahram Dustdar, Robert Gombotz
2006 International Journal of Business Process Integration and Management  
Our work attempts to perform workflow mining in logs provided by service-oriented architectures.  ...  To illustrate the potential of WSIM, we describe a complete workflow mining cycle in a SOS of very rich log information.  ...  Process Mining Workflow mining or process mining (the terms may be used interchangeably), describes the effort to discover workflow patterns in a given set of log data.  ... 
doi:10.1504/ijbpim.2006.012624 fatcat:maslcnkgqvaorb3nxm4ncmd4o4

Workflow mining: A survey of issues and approaches

W.M.P. van der Aalst, B.F. van Dongen, J. Herbst, L. Maruster, G. Schimm, A.J.M.M. Weijters
2003 Data & Knowledge Engineering  
To support the design of workflows, we propose the use of workflow mining.  ...  Starting point for workflow mining is a so-called "workflow log" containing information about the workflow process as it is actually being executed.  ...  Workflow mining The goal of workflow mining is to extract information about processes from transaction logs.  ... 
doi:10.1016/s0169-023x(03)00066-1 fatcat:ucgysjykvzgrzmxqxi2p53djhe

Process-Aware Information Systems: Lessons to Be Learned from Process Mining [chapter]

Wil M. P. van der Aalst
2009 Lecture Notes in Computer Science  
Process mining techniques attempt to extract non-trivial and useful information from event logs.  ...  Example PAISs are workflow management systems, case-handling systems, enterprise information systems, etc.  ...  The experiences reported in Section 5 were only possible because the maturity of our process mining tool ProM.  ... 
doi:10.1007/978-3-642-00899-3_1 fatcat:dzkw7yeetvb5baorsf7sqh5pq4
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