Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Sap R/3 Process Oriented Implementation
Sap R/3 Process Oriented Implementation
Distributed and Parallel Databases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Organizing Business Knowledge: The MIT Process Handbook
Organizing Business Knowledge: The MIT Process Handbook
Measuring Similarity between Business Process Models
CAiSE '08 Proceedings of the 20th international conference on Advanced Information Systems Engineering
Inventing Less, Reusing More, and Adding Intelligence to Business Process Modeling
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Applying Patterns during Business Process Modeling
BPM '08 Proceedings of the 6th International Conference on Business Process Management
Instantiation Semantics for Process Models
BPM '08 Proceedings of the 6th International Conference on Business Process Management
Recommendation Based Process Modeling Support: Method and User Experience
ER '08 Proceedings of the 27th International Conference on Conceptual Modeling
Metrics for Process Models: Empirical Foundations of Verification, Error Prediction, and Guidelines for Correctness
Activity labeling in process modeling: Empirical insights and recommendations
Information Systems
A fragment-driven process modeling methodology
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
Proceedings of the IEEE/ACM international conference on Automated software engineering
A review of patterns in collaborative work
Proceedings of the 16th ACM international conference on Supporting group work
Refactoring of process model activity labels
NLDB'10 Proceedings of the Natural language processing and information systems, and 15th international conference on Applications of natural language to information systems
Generalised computation of behavioural profiles based on petri-net unfoldings
WS-FM'10 Proceedings of the 7th international conference on Web services and formal methods
Design by selection: a reuse-based approach for business process modeling
ER'11 Proceedings of the 30th international conference on Conceptual modeling
Content-based validation of business process modifications
ER'11 Proceedings of the 30th international conference on Conceptual modeling
Action patterns in business process model repositories
Computers in Industry
Efficient, interactive recommendation of mashup composition knowledge
ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
Modeling and analysis of the business process of the supply chain of virtual enterprises
Transactions on Edutainment VIII
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Business process management experiences a large uptake by the industry, and process models play an important role in the analysis and improvement of processes. While an increasing number of staff becomes involved in actual modeling practice, it is crucial to assure model quality and homogeneity along with providing suitable aids for creating models. In this paper we consider the problem of offering recommendations to the user during the act of modeling. Our key contribution is a concept for defining and identifying action patterns - chunks of actions often appearing together in business processes. In particular, we specify action patterns and demonstrate how they can be identified from existing process model repositories using association rule mining techniques. Action patterns can then be used to suggest additional actions for a process model. Our approach is challenged by applying it to the collection of process models from the SAP Reference Model.