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Modeling and Mining of Learnflows [chapter]

Robin Bergenthum, Jörg Desel, Andreas Harrer, Sebastian Mauser
2012 Lecture Notes in Computer Science  
Second, it is shown how to automatically generate respective learnflow models from log files of learning systems.  ...  This short paper first presents a modeling language for collaborative learnflows. This language is based on ideas from the area of business process modeling.  ...  For this we extend our first proposal of a learnflow mining approach presented in [1] .  ... 
doi:10.1007/978-3-642-29072-5_2 fatcat:4btdinwa5zb4jjgrknfnf525wy

Modeling MOOC learnflow with Petri net extensions [article]

Irina A. Lomazova, Alexey A. Mitsyuk, Aliya M. Sharipova
2021 arXiv   pre-print
In this paper, Petri net extensions are investigated in the context of the learnflow modeling. It is shown how a learnflow can be modeled with classical and Colored Petri nets.  ...  There is a lack of papers focused on collaborative learnflow modeling.  ...  Fortunately, process mining (van der Aalst, 2016) flourished in last years on rich plains of data.  ... 
arXiv:2111.04419v1 fatcat:57jwuufaozbczedvrnl2usol7y

Learning Process Models as Mediators Between Didactical Practice and Web Support [chapter]

Renate Motschnig-Pitrik, Michael Derntl
2005 Lecture Notes in Computer Science  
This allows for the subsequent derivation of workflow-or better learnflow models and the integration of e-content modules [20] .  ...  Pattern Organization and Modeling Currently about 50 patterns, which were mined from the technology-enhanced teaching / learning practices of the authors' institution over the last three years, are available  ... 
doi:10.1007/11568322_8 fatcat:6xracxiqyjfh7dsyqf6hvot3ra

The role of structure, patterns, and people in blended learning

Michael Derntl, Renate Motschnig-Pitrik
2005 The Internet and higher education  
Layer 2 constitutes the first step towards pattern mining, which is allocated to layer 3.  ...  high-level visual models should make the patterns easily comprehensible for the user on the one hand and facilitate the derivation of generic Web templates to implement and to support the structure and learnflow  ... 
doi:10.1016/j.iheduc.2005.03.002 fatcat:tsb6mxue25cupeavbzjezkkjgu

Modeling Context-Aware e-Learning Scenarios

M. Derntl, K.A. Hummel
Third IEEE International Conference on Pervasive Computing and Communications Workshops  
PCeL pattern mining follows an inductive approach (cf.  ...  In the LAM, therefore, only relevant context changes as well as the influence of a context object on the "learnflow" (and vice versa) are modeled.  ... 
doi:10.1109/percomw.2005.60 dblp:conf/percom/DerntlH05 fatcat:4obx4irwd5gy5cmh7djkq224wu

DIGITAL HUMANITIES 2006 The First ADHO International Conference International Programme Committee Local Organizing Committee Members Editorial Team DIGITAL HUMANITIES 2006 Multimedia Information Retrieval

Université Paris -Sorbonne, Jean Anderson, Stefan Sinclair, John Unsworth, Liliane Gallet-Blanchard, Marie-Madeleine Martinet, Jean-Pierre Desclés, Florence Le Priol, Marie-Hélène Thévenot-Totems, Françoise Deconinck-Brossard, Pierre Labrosse, Chengan Sun (+3 others)
unpublished
Conversely, while sections of the 'learnflow' follow a compulsory linear trajectory, others may be chosen and arranged at will.  ...  In particular, our experimental results concerning the application of the Naïve Bayes text mining technique to the "criticism analysis" domain indicate that "criticism mining" is not only feasible but  ... 
fatcat:oxv24airarau3jn6fpzh5nws3u

Getting Started with Cloud Computing: A LITA Guide

Ginny M. Boyer
2012 Journal of the Medical Library Association  
I was inspired to consider this by Dempsey's (2008: 111) exhortation that "we must build library services around their workflow (or learnflow, or researchflow, or . . .)."  ...  Additionally, variations of this idea are being used in several libraries, including University of Houston, Virginia Tech, Colorado School of Mines, and Universal College of Learning.  ... 
doi:10.3163/1536-5050.100.4.019 fatcat:do6p6vw3jfd2bld3ys2xewx26a