Quantitative and Qualitative Evaluation of Sequence Patterns Found by Application of Different Educational Data Preprocessing Techniques

Quantitative and Qualitative Evaluation of Sequence Patterns Found by Application of Different Educational Data Preprocessing Techniques

Educational data preprocessing from log files represents a time-consuming phase of the knowledge discovery process. It consists of data cleaning, user identification, session identification, and path completion phase. This paper attempts to identify phases, which are necessary in the case of preproc...

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Bibliographic Details
Main Authors: Michal Munk, Martin Drlik, L'ubomir Benko, Jaroslav Reichel
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Computational and artificial intelligence
data preprocessing
educational technology
learning
learning systems
sequential analysis
Online Access:https://ieeexplore.ieee.org/document/7932437/

Internet

https://ieeexplore.ieee.org/document/7932437/

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