Process Modeling, Behavior Analytics and Group Performance Assessment of e-Learning Logs Via Fuzzy Miner Algorithm

Author(s):  
Wichian Premchaiswadi ◽  
Parham Porouhan ◽  
Nucharee Premchaiswadi
2010 ◽  
pp. 39-50
Author(s):  
Dominique Sluijsmans ◽  
Rob Martens

Author(s):  
Dejana Diziol ◽  
Nikol Rummel

Research on collaborative e-learning has often shown the effectiveness of students’ interaction on their group performance and their individual learning outcomes. However, these positive effects cannot always be found. Collaboration assistance such as pre-collaboration training and collaboration scripts have been shown to support student interaction and problem-solving. When developing assistance for collaboration, teachers and designers must make decisions concerning the processes the support should target, the timing of support, and the interplay of support on multiple levels. The framework we introduce in this book chapter describes these dimensions in detail. We present advantages and disadvantages of different design options, and give an example from our own research to exemplify the design of an e-learning environment that provides collaboration support. We discuss how the circumstances of any particular learning situation might influence which type of support is optimal, and conclude the book chapter with a discussion of possible future developments.


2006 ◽  
Vol 9 (1) ◽  
pp. 45-66 ◽  
Author(s):  
Dominique M. A. Sluijsmans ◽  
Frans J. Prins ◽  
Rob L. Martens

Author(s):  
Saulius Kuzminskis ◽  
Giedrė Česonytė ◽  
Vladislav V. Fomin

Motivated by practice of other schools, Europe Union policies, and The Republic of Lithuania's laws, Lithuanian schools are introducing e-journal systems to support pupils' learning, schools' administrative processes, as well as communication with parents and between different stakeholders of the schools' educational and administrative processes. In production-oriented firms, efficiency gains stemming from the introduction of Information Systems (IS) and Technologies (IT) to support the main functions of the firm can be estimated based on resource consumption and production volumes. In a learning- or knowledge-oriented organization, however, efficiency gains are difficult to estimate for a variety of reasons. Some reasons are a lack of previous research on the topic as well as a lack of practice among schools to monitor the effects of e-learning systems. In this chapter, the authors set the method for assessing changes in performance resulting from the introduction of an e-journal system in a secondary school. Following the theoretical model developed by Gaskin, the authors measure process changes using dimensions of productivity, efficiency, quality, and consistency. Besides describing methods for performance assessment, the study helps better understand the pros and cons of computerization of learning-oriented organizations and suggests venues for improvement in pursuing further computerization of schools in Lithuania.


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