Titlebook: Enterprise, Business-Process and Information Systems Modeling; 22nd International C Adriano Augusto,Asif Gill,Jelena Zdravkovic Conference

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From Network Traffic Data to Business Activities: A Process Mining Driven Conceptualization Furthermore, logs that are created by a given information system may not span the full process, which may entail actions performed outside the system. We suggest that data generated by communication network traffic associated with the process can fill this gap, both in availability and in span. How

excrete

A NLP-Oriented Methodology to Enhance Event Log Quality that can be included in an event log refer to information about the activity, such as what, who or where. In this paper, we focus on event logs that include textual information written in a natural language that contains exhaustive descriptions of activity executions. In this context, a pre-process

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儿童

Detecting the “Split-Cases” Workaround in Event Logs in process models. One of the common workaround behaviors is the “split cases” workaround. This workaround typically takes place in processes where threshold conditions over data items are used by decision rules, determining the process path to be followed. Being familiar with the process rules, em

外科医生

Towards a Content-Based Process Mining Approach in Personal Servicestructured text data is created as part of this work e.g. due to documentation duties, existing information systems and process analysis methods do not leverage this process-related knowledge asset. As a technique for automatically generating process models, Process Mining mainly considers activities

ASTER

Generating Reliable Process Event Streams and Time Series Data Based on Neural Networks as produced by sensors. Time series data can be exploited to, for example, explain and predict concept drifts during runtime. Generally, a certain data volume is required in order to produce meaningful analysis results. However, reliable data sets are often missing, for example, if event streams an

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Inter-case Properties and Process Variant Considerations in Time Prediction: A Conceptual Frameworkvariables of interest for a running process instance (case). An example of such a variable considered here is the remaining time to complete the running case. Prediction usually relies on the properties of individual cases. Recently, the effects of the case’s environment, particularly cases that are

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Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systemstional decision-making by simulating different scenarios. As a key enabling technology of DTO, business process simulation provides techniques to design and implement simulation models that replicate real-life business processes. Existing approaches have been focusing on providing highly flexible de

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