Feel-It: An Intelligent Secondary School Physics Q&A System
Feel-It is an intelligent ‘questioning and answering system’ for secondary school Physics. The system is created to help solving open-ended Physics problems, as well as providing adaptive guidance and giving relevant learning resources from the Internet according to users’ queries. The proposed a...
| Main Authors: | , , , |
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| Format: | Book Chapter |
| Language: | English |
| Published: |
Springer Science+Business Media Singapore
2016
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/14365/ http://ir.unimas.my/id/eprint/14365/1/Feel-It%20An%20Intelligent%20Secondary%20School%20%28abstract%29.pdf |
| _version_ | 1848837632805568512 |
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| author | Fong, Kwong Seng Bong, Chih How Zahrah, Binti Ahmad Norisma, H. Idris |
| author_facet | Fong, Kwong Seng Bong, Chih How Zahrah, Binti Ahmad Norisma, H. Idris |
| author_sort | Fong, Kwong Seng |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | Feel-It is an intelligent ‘questioning and answering system’ for secondary
school Physics. The system is created to help solving open-ended Physics
problems, as well as providing adaptive guidance and giving relevant learning
resources from the Internet according to users’ queries. The proposed architecture
for Feel-It constitutes of four basic modules: data extraction, question classification,
solution identification and answer formulation. The data extraction module builds
the Physics knowledge base. The question classification module identifies and
analyses the question. The solution identification module solves Physics questions
and selects the top n most relevant resource references. The last module, answer
formulation, arranges and compiles the result as system output. Our preliminary
result has shown that the system is able to produce correct answers up to 60 % of
accuracy. |
| first_indexed | 2025-11-15T06:42:45Z |
| format | Book Chapter |
| id | unimas-14365 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:42:45Z |
| publishDate | 2016 |
| publisher | Springer Science+Business Media Singapore |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-143652016-11-21T07:16:58Z http://ir.unimas.my/id/eprint/14365/ Feel-It: An Intelligent Secondary School Physics Q&A System Fong, Kwong Seng Bong, Chih How Zahrah, Binti Ahmad Norisma, H. Idris L Education (General) T Technology (General) Feel-It is an intelligent ‘questioning and answering system’ for secondary school Physics. The system is created to help solving open-ended Physics problems, as well as providing adaptive guidance and giving relevant learning resources from the Internet according to users’ queries. The proposed architecture for Feel-It constitutes of four basic modules: data extraction, question classification, solution identification and answer formulation. The data extraction module builds the Physics knowledge base. The question classification module identifies and analyses the question. The solution identification module solves Physics questions and selects the top n most relevant resource references. The last module, answer formulation, arranges and compiles the result as system output. Our preliminary result has shown that the system is able to produce correct answers up to 60 % of accuracy. Springer Science+Business Media Singapore 2016 Book Chapter PeerReviewed text en http://ir.unimas.my/id/eprint/14365/1/Feel-It%20An%20Intelligent%20Secondary%20School%20%28abstract%29.pdf Fong, Kwong Seng and Bong, Chih How and Zahrah, Binti Ahmad and Norisma, H. Idris (2016) Feel-It: An Intelligent Secondary School Physics Q&A System. In: Envisioning the Future of Online Learning. Springer Science+Business Media Singapore, pp. 79-97. ISBN 978-981-10-0954-9 https://www.researchgate.net/publication/303900925_Feel-It_An_Intelligent_Secondary_School_Physics_QA_System DOI 10.1007/978-981-10-0954-9_7 |
| spellingShingle | L Education (General) T Technology (General) Fong, Kwong Seng Bong, Chih How Zahrah, Binti Ahmad Norisma, H. Idris Feel-It: An Intelligent Secondary School Physics Q&A System |
| title | Feel-It: An Intelligent Secondary School Physics Q&A System |
| title_full | Feel-It: An Intelligent Secondary School Physics Q&A System |
| title_fullStr | Feel-It: An Intelligent Secondary School Physics Q&A System |
| title_full_unstemmed | Feel-It: An Intelligent Secondary School Physics Q&A System |
| title_short | Feel-It: An Intelligent Secondary School Physics Q&A System |
| title_sort | feel-it: an intelligent secondary school physics q&a system |
| topic | L Education (General) T Technology (General) |
| url | http://ir.unimas.my/id/eprint/14365/ http://ir.unimas.my/id/eprint/14365/ http://ir.unimas.my/id/eprint/14365/ http://ir.unimas.my/id/eprint/14365/1/Feel-It%20An%20Intelligent%20Secondary%20School%20%28abstract%29.pdf |