Proceedings ArticleDOI
RDB2Onto: An approach for creating semantic metadata from relational educational data
Dewi Octaviani,Andri Pranolo,Shahizan Mohd Othman +2 more
- pp 137-140
TLDR
This paper presents an approach of creating semantic metadata from relational educational data into ontology using D2RQ mapping files to present meaningful information based on users' needs.Abstract:
Current techniques for retrieving content and usage information from educational data are based on keywords which including string combinations. This technique raises the limitation in terms of capturing learning conceptualization associated to the results. Aims to reveal this issue, this paper present an approach of creating semantic metadata from relational educational data into ontology using D2RQ mapping files. The selected relational data converted to the defined metadata template in ontology such as instances or data properties. Thereafter, the learning conceptualization which stored in ontology knowledge-based growth the metadata to retrieve information meaning based and then used for further analysis. The retrieval results are expected to present meaningful information based on users' needs.read more
Citations
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A generic knowledge management approach towards the development of a decision support system
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Improving the portability of predicting students' performance models by using ontologies.
TL;DR: In this article, an ontology that uses a taxonomy of actions that summarises students' interactions with the Moodle learning management system is proposed to improve the portability of the models in terms of predictive accuracy.
Proceedings ArticleDOI
Automatic Data Representation Analysis for Reconfigurable Systems Integration
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References
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Proceedings ArticleDOI
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Journal ArticleDOI
Can e-learning replace classroom learning?
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Book
Using Moodle: Teaching with the Popular Open Source Course Management System
Jason Cole,Helen Foster +1 more
TL;DR: Themes Module Settings Blocks Filters Backup Editor Settings Users Authentication Add and Edit User Accounts User Roles Courses Creating Course Categories Creating Courses Logs Index.
Proceedings Article
Data Mining Algorithms to Classify Students
TL;DR: It is claimed that a classifier model appropriate for educational use has to be both accurate and comprehensible for instructors in order to be of use for decision making.