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Bridging abstraction layers in process mining · Study

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ArticleBridging abstraction layers in process mining

Jan Mendling2014

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Articlegreen2014

Bridging abstraction layers in process mining

Jan Mendling · Mathias Weske

114 citations·0/0 files stored·Information Systems

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Business Process Modeling and Analysis Data Mining Algorithms and Applications Robotic Process Automation Applications

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References

2010Speech and language processing 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes 2007Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics 2010Similarity of business process models: Metrics and evaluation 2005Process Mining and Verification of Properties: An Approach Based on Temporal Logic 2008Measuring Similarity between Business Process Models 2010Event correlation for process discovery from web service interaction logs 2011Process diagnostics using trace alignment: Opportunities, issues, and challenges

Cited by

2019Extraction, correlation, and abstraction of event data for process mining 2015The Use of Process Mining in Business Process Simulation Model Construction 2016From Low-Level Events to Activities - A Pattern-Based Approach 2020Recommendations for enhancing the usability and understandability of process mining in healthcare 2019Enhancing discrete-event simulation with big data analytics: A review

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2013Bridging Abstraction Layers in Process Mining by Automated Matching of Events and Activitiesother · 5 shared references 2013Improving Business Process Models Using Observed Behaviorother · 4 shared references 2017Matching events and activities by integrating behavioral aspects and label analysisarticle · 4 shared references 2013A comprehensive investigation of the applicability of process mining techniques for enterprise risk managementarticle · 4 shared references 2015Discovery of personal processes from labeled sensor data - an application of process mining to personalized health careother · 4 shared references 2015Matching of events and activitiesother · 4 shared references

Details

Year2014

Typearticle

Published2014-05-09

VenueInformation Systems

ISSN-L0306-4379

Languageen

Citations114

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1016/j.is.2014.04.004

openalex_workW2164449020

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2018

Guided Process Discovery – A pattern-based approach

2024Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study

2016The ROAD from Sensor Data to Process Instances via Interaction Mining