A Framework for Building an Educational Question Answering System
A question answering unit in any educational system can be very helpful and effective for enhancing the learning process. This paper introduces a design for the building blocks and workflow for an educational question answering system that can enhance the learning process. This system uses an Arabic...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , |
| Published: |
2021
|
| Subjects: | |
| Online Access: | https://bspace.buid.ac.ae/handle/1234/2787 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1862980612699193344 |
|---|---|
| author | Samy, Heba |
| author2 | E. Hassanein, Ehab Shaalan, Khaled |
| author2_role | author author |
| author_facet | Samy, Heba E. Hassanein, Ehab Shaalan, Khaled |
| author_role | author |
| dc.creator.none.fl_str_mv | Samy, Heba E. Hassanein, Ehab Shaalan, Khaled |
| dc.date.none.fl_str_mv | 2021 2025-02-10T05:36:56Z 2025-02-10T05:36:56Z |
| dc.identifier.none.fl_str_mv | https://bspace.buid.ac.ae/handle/1234/2787 |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | International Journal of Information Technology and Language Studies (IJITLS). Vol. 5, Issue. 1, (2021). pp. 9-17 |
| dc.subject.none.fl_str_mv | Question Answering, Question Answering systems, Ontology, linked data, e-learning, online education, ontology-based Arabic Question Answering |
| dc.title.none.fl_str_mv | A Framework for Building an Educational Question Answering System |
| dc.type.none.fl_str_mv | Article |
| description | A question answering unit in any educational system can be very helpful and effective for enhancing the learning process. This paper introduces a design for the building blocks and workflow for an educational question answering system that can enhance the learning process. This system uses an Arabic ontology as a prototype to prove its efficiency. It depends mainly on natural language processing techniques that exist in the research area. A rule-based question classification method is created as well as a querying process depending on named entity recognition and pre-made templates. |
| id | budr_80a92e965177666bfdbaa79b56aef210 |
| language_invalid_str_mv | en |
| network_acronym_str | budr |
| network_name_str | The British University in Dubai repository |
| oai_identifier_str | oai:bspace.buid.ac.ae:1234/2787 |
| publishDate | 2021 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A Framework for Building an Educational Question Answering SystemSamy, HebaE. Hassanein, EhabShaalan, KhaledQuestion Answering, Question Answering systems, Ontology, linked data, e-learning, online education, ontology-based Arabic Question AnsweringA question answering unit in any educational system can be very helpful and effective for enhancing the learning process. This paper introduces a design for the building blocks and workflow for an educational question answering system that can enhance the learning process. This system uses an Arabic ontology as a prototype to prove its efficiency. It depends mainly on natural language processing techniques that exist in the research area. A rule-based question classification method is created as well as a querying process depending on named entity recognition and pre-made templates.2025-02-10T05:36:56Z2025-02-10T05:36:56Z2021Articlehttps://bspace.buid.ac.ae/handle/1234/2787enInternational Journal of Information Technology and Language Studies (IJITLS). Vol. 5, Issue. 1, (2021). pp. 9-17oai:bspace.buid.ac.ae:1234/27872025-08-12T17:20:04Z |
| spellingShingle | A Framework for Building an Educational Question Answering System Samy, Heba Question Answering, Question Answering systems, Ontology, linked data, e-learning, online education, ontology-based Arabic Question Answering |
| title | A Framework for Building an Educational Question Answering System |
| title_full | A Framework for Building an Educational Question Answering System |
| title_fullStr | A Framework for Building an Educational Question Answering System |
| title_full_unstemmed | A Framework for Building an Educational Question Answering System |
| title_short | A Framework for Building an Educational Question Answering System |
| title_sort | A Framework for Building an Educational Question Answering System |
| topic | Question Answering, Question Answering systems, Ontology, linked data, e-learning, online education, ontology-based Arabic Question Answering |
| url | https://bspace.buid.ac.ae/handle/1234/2787 |