Process mining analysis of conceptual modeling behavior of novices – empirical study using JMermaid modeling and experimental logging environment

作者:

Highlights:

• Feedback is usually available to novices when a task is complete.

• This research aims at revealing perspectives of process-oriented feedback.

• We realize this in the context of one learning case – conceptual modelling.

• We used a novel approach by means of process mining of learners’ processes.

• Findings include patterns that establish a basis for process-oriented feedback.

摘要

•Feedback is usually available to novices when a task is complete.•This research aims at revealing perspectives of process-oriented feedback.•We realize this in the context of one learning case – conceptual modelling.•We used a novel approach by means of process mining of learners’ processes.•Findings include patterns that establish a basis for process-oriented feedback.

论文关键词:Teaching/learning conceptual modeling,Process-oriented feedback,Conceptual modeling pattern,Information systems education,Process mining,Learning data analytics

论文评审过程:Available online 20 November 2014.

论文官网地址:https://doi.org/10.1016/j.chb.2014.09.054