WordNet: a lexical database for English
Communications of the ACM
Foundations of statistical natural language processing
Foundations of statistical natural language processing
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
The Knowledge Engineering Review
Semantic integration: a survey of ontology-based approaches
ACM SIGMOD Record
Semantic-integration research in the database community
AI Magazine - Special issue on semantic integration
Machine Learning
Ontology Matching
Measuring similarity between semantic business process models
APCCM '07 Proceedings of the fourth Asia-Pacific conference on Comceptual modelling - Volume 67
Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning)
Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning)
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Aligning Business Process Models
EDOC '09 Proceedings of the 2009 IEEE International Enterprise Distributed Object Computing Conference (edoc 2009)
Activity labeling in process modeling: Empirical insights and recommendations
Information Systems
Semantic matching: algorithms and implementation
Journal on data semantics IX
Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning
A workflow net similarity measure based on transition adjacency relations
Computers in Industry
The ICoP Framework: identification of correspondences between process models
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
Similarity of business process models: Metrics and evaluation
Information Systems
Ranking BPEL Processes for Service Discovery
IEEE Transactions on Services Computing
Efficient Consistency Measurement Based on Behavioral Profiles of Process Models
IEEE Transactions on Software Engineering
Behavioral similarity: a proper metric
BPM'11 Proceedings of the 9th international conference on Business process management
A comparative survey of business process similarity measures
Computers in Industry
Comparison and retrieval of process models using related cluster pairs
Computers in Industry
On the refactoring of activity labels in business process models
Information Systems
Bridging abstraction layers in process mining by automated matching of events and activities
BPM'13 Proceedings of the 11th international conference on Business Process Management
Predicting the quality of process model matching
BPM'13 Proceedings of the 11th international conference on Business Process Management
Increasing recall of process model matching by improved activity label matching
BPM'13 Proceedings of the 11th international conference on Business Process Management
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Business process models are increasingly used by companies, often yielding repositories of several thousand models. These models are of great value for business analysis such as service identification or process standardization. A problem is though that many of these analyses require the pairwise comparison of process models, which is hardly feasible to do manually given an extensive number of models. While the computation of similarity between a pair of process models has been intensively studied in recent years, there is a notable gap on automatically matching activities of two process models. In this paper, we develop an approach based on semantic techniques and probabilistic optimization. We evaluate our approach using a sample of admission processes from different universities.