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Modeling and Mining of Learnflows
[chapter]
2012
Lecture Notes in Computer Science
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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]
2021
arXiv
pre-print
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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]
2005
Lecture Notes in Computer Science
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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
2005
The Internet and higher education
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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
Third IEEE International Conference on Pervasive Computing and Communications Workshops
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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
unpublished
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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
2012
Journal of the Medical Library Association
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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