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 |
| Summary: | 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. |
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