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Validation of course ontology elements for automatic question generation
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Ibrahim Teo, Noor Hasimah and Joy, Mike (2016) Validation of course ontology elements for automatic question generation. In: 3rd EAI International Conference on e-Learning e-Education and Online Training, Dublin, Ireland, 31 Aug - 2 Sep 2016. Published in: Proceedings of the 3rd EAI International Conference on e-Learning e-Education and Online Training (eLEOT2016), 180 pp. 135-142. ISBN 9783319496245.
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Official URL: http://doi.org/10.1007/978-3-319-49625-2_17
Abstract
Recent research has led to the emergence of ontology-based question generation, and aims to benefit instructors by providing support and intelligent assistance for the automatic generation of questions. However, existing ontologies are not designed mainly for this purpose and the concern is that an ontology will not be competent enough to act as a semantic source for the question generation process. Therefore, the aim of this work is to validate how well the elements represented in a course ontology can be used for the purpose of automatic question generation. In this work, we choose to validate Operating System ontologies and identify related question sources from textbooks on this subject as competency questions. Finally, the result shows that the evaluated ontologies need more modification if they are to be used for question generation and we also suggest a list of concept naming patterns that need to be considered for such ontology modification.
| Item Type: | Conference Item (Paper) | ||||||
|---|---|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||||
| Series Name: | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering | ||||||
| Journal or Publication Title: | Proceedings of the 3rd EAI International Conference on e-Learning e-Education and Online Training (eLEOT2016) | ||||||
| Publisher: | Springer | ||||||
| ISBN: | 9783319496245 | ||||||
| Book Title: | Third International Conference, eLEOT 2016, Dublin, Ireland, August 31 – September 2, 2016, Revised Selected Papers | ||||||
| Official Date: | 13 November 2016 | ||||||
| Dates: |
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| Volume: | 180 | ||||||
| Page Range: | pp. 135-142 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Restricted or Subscription Access | ||||||
| Date of first compliant deposit: | 25 August 2016 | ||||||
| Conference Paper Type: | Paper | ||||||
| Title of Event: | 3rd EAI International Conference on e-Learning e-Education and Online Training | ||||||
| Type of Event: | Conference | ||||||
| Location of Event: | Dublin, Ireland | ||||||
| Date(s) of Event: | 31 Aug - 2 Sep 2016 | ||||||
| Related URLs: |
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