From Local Patterns to Global Models: Towards Domain Driven Educational Process Mining

@article{Trcka2009FromLP,
  title={From Local Patterns to Global Models: Towards Domain Driven Educational Process Mining},
  author={Nikola Trcka and Mykola Pechenizkiy},
  journal={2009 Ninth International Conference on Intelligent Systems Design and Applications},
  year={2009},
  pages={1114-1119}
}
Educational process mining (EPM) aims at (i) constructing complete and compact educational process models that are able to reproduce all observed behavior (process model discovery), (ii) checking whether the modeled behavior (either pre-authored or discovered from data) matches the observed behavior (conformance checking), and (iii) projecting information extracted from the logs onto the model, to make the tacit knowledge explicit and facilitate better understanding of the process (process… CONTINUE READING
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