Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
Sap R/3 Process Oriented Implementation
Sap R/3 Process Oriented Implementation
A Machine Learning Approach to Workflow Management
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Improving Business Process Quality through Exception Understanding, Prediction, and Prevention
Proceedings of the 27th International Conference on Very Large Data Bases
Discovering Workflow Performance Models from Timed Logs
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
Workflow-Based Process Monitoring and Controlling ¾ Technical and Organizational Issues
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 6 - Volume 6
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Process mining: a research agenda
Computers in Industry - Special issue: Process/workflow mining
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Rediscovering workflow models from event-based data using little thumb
Integrated Computer-Aided Engineering
The Petri net markup language: concepts, technology, and tools
ICATPN'03 Proceedings of the 24th international conference on Applications and theory of Petri nets
Discovering Expressive Process Models by Clustering Log Traces
IEEE Transactions on Knowledge and Data Engineering
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Business process mining: An industrial application
Information Systems
Mining process models with non-free-choice constructs
Data Mining and Knowledge Discovery
Quantifying process equivalence based on observed behavior
Data & Knowledge Engineering
Conformance checking of service behavior
ACM Transactions on Internet Technology (TOIT)
Querying business processes with BP-QL
Information Systems
A genetic programming approach to business process mining
Proceedings of the 10th annual conference on Genetic and evolutionary computation
International Journal of Computer Integrated Manufacturing
Mining taxonomies of process models
Data & Knowledge Engineering
Semantics and analysis of business process models in BPMN
Information and Software Technology
A Grid-Based Multi-relational Approach to Process Mining
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
SENTINEL: a semantic business process monitoring tool
OBI '08 Proceedings of the first international workshop on Ontology-supported business intelligence
Querying and monitoring distributed business processes
Proceedings of the VLDB Endowment
Getting rid of OR-joins and multiple start events in business process models
Enterprise Information Systems - Challenges and Solutions in Enterprise Computing - 11th International IEEE EDOC Conference (EDOC 2007)
Oryx --- An Open Modeling Platform for the BPM Community
BPM '08 Proceedings of the 6th International Conference on Business Process Management
Generating Business Process Models from Object Behavior Models
Information Systems Management
Measurement of Compliance Distance in Business Processes
Information Systems Management
Towards comprehensive support for organizational mining
Decision Support Systems
Translating Message Sequence Charts to other Process Languages Using Process Mining
Transactions on Petri Nets and Other Models of Concurrency I
Net Components for the Integration of Process Mining into Agent-Oriented Software Engineering
Transactions on Petri Nets and Other Models of Concurrency I
Process Mining towards Semantics
Advances in Web Semantics I
A novel approach for process mining based on event types
Journal of Intelligent Information Systems
Log-based transactional workflow mining
Distributed and Parallel Databases
Petri Net Transformations for Business Processes --- A Survey
Transactions on Petri Nets and Other Models of Concurrency II
Exploiting Inductive Logic Programming Techniques for Declarative Process Mining
Transactions on Petri Nets and Other Models of Concurrency II
An initial approach to mining multiple perspectives of a business process
The Fifth Richard Tapia Celebration of Diversity in Computing Conference: Intellect, Initiatives, Insight, and Innovations
Discovering Process Models from Unlabelled Event Logs
BPM '09 Proceedings of the 7th International Conference on Business Process Management
A Collaboration and Productiveness Analysis of the BPM Community
BPM '09 Proceedings of the 7th International Conference on Business Process Management
Discovering Process Models from Unlabelled Event Logs
BPM '09 Proceedings of the 7th International Conference on Business Process Management
Discovering expressive process models from noised log data
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Process discovery and petri nets†
Mathematical Structures in Computer Science
Process mining framework for software processes
ICSP'07 Proceedings of the 2007 international conference on Software process
Formalization and verification of EPCs with OR-joins based on state and context
CAiSE'07 Proceedings of the 19th international conference on Advanced information systems engineering
ProM 4.0: comprehensive support for real process analysis
ICATPN'07 Proceedings of the 28th international conference on Applications and theory of Petri nets and other models of concurrency
Understanding the occurrence of errors in process models based on metrics
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
A core ontology for business process analysis
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
On the performance of workflow processes with distributed actors: does place matter?
BPM'07 Proceedings of the 5th international conference on Business process management
Fuzzy mining: adaptive process simplification based on multi-perspective metrics
BPM'07 Proceedings of the 5th international conference on Business process management
Preprocessing support for large scale process mining of SAP transactions
BPM'07 Proceedings of the 2007 international conference on Business process management
Transforming object-oriented models to process-oriented models
BPM'07 Proceedings of the 2007 international conference on Business process management
Transforming XPDL to Petri nets
BPM'07 Proceedings of the 2007 international conference on Business process management
Mining process models with prime invisible tasks
Data & Knowledge Engineering
Synthesis of orchestrators from service choreographies
APCCM '09 Proceedings of the Sixth Asia-Pacific Conference on Conceptual Modeling - Volume 96
Product-based workflow support
Information Systems
Reinforcement learning based resource allocation in business process management
Data & Knowledge Engineering
Applying process mining in SOA environments
ICSOC/ServiceWave'09 Proceedings of the 2009 international conference on Service-oriented computing
Process discovery in event logs: An application in the telecom industry
Applied Soft Computing
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Toward objective software process information: experiences from a case study
Software Quality Control
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems
Editorial: Mining business process variants: Challenges, scenarios, algorithms
Data & Knowledge Engineering
Service research challenges and solutions for the future internet
RECYCLE: Learning looping workflows from annotated traces
ACM Transactions on Intelligent Systems and Technology (TIST)
A business process mining application for internal transaction fraud mitigation
Expert Systems with Applications: An International Journal
Querying business process models based on semantics
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Verifying trustworthiness of virtual appliances in collaborative environments
TRUST'11 Proceedings of the 4th international conference on Trust and trustworthy computing
Modelling and identifying collaborative situations in a collocated multi-display groupware setting
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Discovering characteristics of stochastic collections of process models
BPM'11 Proceedings of the 9th international conference on Business process management
Elaborating analysis models with tool support
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part IV
Mining student capstone projects with FRASR and ProM
Proceedings of the ACM international conference companion on Object oriented programming systems languages and applications companion
Event cube: another perspective on business processes
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I
Process equivalence: comparing two process models based on observed behavior
BPM'06 Proceedings of the 4th international conference on Business Process Management
On representing, purging, and utilizing change logs in process management systems
BPM'06 Proceedings of the 4th international conference on Business Process Management
A generic import framework for process event logs
BPM'06 Proceedings of the 2006 international conference on Business Process Management Workshops
A declarative approach for flexible business processes management
BPM'06 Proceedings of the 2006 international conference on Business Process Management Workshops
Resource behavior measure and application in business process management
Expert Systems with Applications: An International Journal
A comparative survey of business process similarity measures
Computers in Industry
Verification of SAP reference models
BPM'05 Proceedings of the 3rd international conference on Business Process Management
WorkflowNet2BPEL4WS: a tool for translating unstructured workflow processes to readable BPEL
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Evaluation of technical measures for workflow similarity based on a pilot study
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Change mining in adaptive process management systems
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Analysis of multi-agent interactions with process mining techniques
MATES'06 Proceedings of the 4th German conference on Multiagent System Technologies
Mining staff assignment rules from event-based data
BPM'05 Proceedings of the Third international conference on Business Process Management
Information resource recommendation in knowledge processes
ESWC'11 Proceedings of the 8th international conference on The Semantic Web
Software process evaluation: A machine learning approach
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Generalized aggregate Quality of Service computation for composite services
Journal of Systems and Software
On the exploitation of process mining for security audits: the conformance checking case
Proceedings of the 27th Annual ACM Symposium on Applied Computing
A Study of Quality and Accuracy Trade-offs in Process Mining
INFORMS Journal on Computing
Data & Knowledge Engineering
Process mining and security: visualization in database intrusion detection
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
KES-AMSTA'12 Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications
Customer-Centered Careflow Modeling Based on Guidelines
Journal of Medical Systems
ROME4EU – A service-oriented process-aware information system for mobile devices
Software—Practice & Experience
Proceedings of the 16th European Conference on Pattern Languages of Programs
Adaptive Automated Teller Machines
Expert Systems with Applications: An International Journal
Efficient querying of large process model repositories
Computers in Industry
Embedding conformance checking in a process intelligence system in hospital environments
BPM' 2012 Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care
Start time and duration distribution estimation in semi-structured processes
Proceedings of the 28th Annual ACM Symposium on Applied Computing
On the exploitation of process mining for security audits: the process discovery case
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Information Sciences: an International Journal
Mining explicit rules for software process evaluation
Proceedings of the 2013 International Conference on Software and System Process
Dealing with uncertainty: Robust workflow navigation in the healthcare domain
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Discovering block-structured process models from event logs - a constructive approach
PETRI NETS'13 Proceedings of the 34th international conference on Application and Theory of Petri Nets and Concurrency
ERP event log preprocessing: timestamps vs. accounting logic
DESRIST'13 Proceedings of the 8th international conference on Design Science at the Intersection of Physical and Virtual Design
Model of rules for IT organization evolution
Transactions on Computational Collective Intelligence IX
Querying business process model repositories
World Wide Web
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Under the umbrella of buzzwords such as “Business Activity Monitoring” (BAM) and “Business Process Intelligence” (BPI) both academic (e.g., EMiT, Little Thumb, InWoLvE, Process Miner, and MinSoN) and commercial tools (e.g., ARIS PPM, HP BPI, and ILOG JViews) have been developed. The goal of these tools is to extract knowledge from event logs (e.g., transaction logs in an ERP system or audit trails in a WFM system), i.e., to do process mining. Unfortunately, tools use different formats for reading/storing log files and present their results in different ways. This makes it difficult to use different tools on the same data set and to compare the mining results. Furthermore, some of these tools implement concepts that can be very useful in the other tools but it is often difficult to combine tools. As a result, researchers working on new process mining techniques are forced to build a mining infrastructure from scratch or test their techniques in an isolated way, disconnected from any practical applications. To overcome these kind of problems, we have developed the ProM framework, i.e., an “pluggable” environment for process mining. The framework is flexible with respect to the input and output format, and is also open enough to allow for the easy reuse of code during the implementation of new process mining ideas. This paper introduces the ProM framework and gives an overview of the plug-ins that have been developed.