Automatic English grammar test paper generation

The rapid advancement in web technologies, followed by the ease of accessibility has caused a rapid improvement in the worldwide web environment. One of the innovation in web-based technology is no other than e-learning system. E-learning system has become increasingly popular as it is highly...

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Main Author: Govin, Zillion
Other Authors: Hui Siu Cheung
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/70697
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-706972023-03-03T20:30:35Z Automatic English grammar test paper generation Govin, Zillion Hui Siu Cheung School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering The rapid advancement in web technologies, followed by the ease of accessibility has caused a rapid improvement in the worldwide web environment. One of the innovation in web-based technology is no other than e-learning system. E-learning system has become increasingly popular as it is highly accessible and encourages self- learning in one’s own phase. Due to its popularity, many researches have been conducted to further increase the efficiency of learning in a web-based environment. This project focuses on the enhancement of a web-based learning system, Grammar Express, which serves as a platform to enhance the learning process in the field of English Grammar. This project aims to enhance the existing Grammar Express platform to cater for additional question types, such as Synthesis and Transformation, Grammar Cloze, and Editing. Additionally, the objective of this project is to research and implement an automatic Test Sheet Generation function based on multiple assessment criteria, also recognized as Test Paper Generation (TPG) feature. Evolutionary computing approach is researched and adopted in the process of developing the TPG feature. Furthermore, the algorithms are evaluated using performance benchmark defined by the author, and the evaluation results are analysed. In summary, the process of implementing the TPG feature, from the research phase to the evaluation phase, serves as the main focus of this report. Additional features such as Searching and Adaptive Testing are also discussed. Bachelor of Engineering (Computer Science) 2017-05-09T06:29:01Z 2017-05-09T06:29:01Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/70697 en Nanyang Technological University 78 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering
spellingShingle DRNTU::Engineering::Computer science and engineering
Govin, Zillion
Automatic English grammar test paper generation
description The rapid advancement in web technologies, followed by the ease of accessibility has caused a rapid improvement in the worldwide web environment. One of the innovation in web-based technology is no other than e-learning system. E-learning system has become increasingly popular as it is highly accessible and encourages self- learning in one’s own phase. Due to its popularity, many researches have been conducted to further increase the efficiency of learning in a web-based environment. This project focuses on the enhancement of a web-based learning system, Grammar Express, which serves as a platform to enhance the learning process in the field of English Grammar. This project aims to enhance the existing Grammar Express platform to cater for additional question types, such as Synthesis and Transformation, Grammar Cloze, and Editing. Additionally, the objective of this project is to research and implement an automatic Test Sheet Generation function based on multiple assessment criteria, also recognized as Test Paper Generation (TPG) feature. Evolutionary computing approach is researched and adopted in the process of developing the TPG feature. Furthermore, the algorithms are evaluated using performance benchmark defined by the author, and the evaluation results are analysed. In summary, the process of implementing the TPG feature, from the research phase to the evaluation phase, serves as the main focus of this report. Additional features such as Searching and Adaptive Testing are also discussed.
author2 Hui Siu Cheung
author_facet Hui Siu Cheung
Govin, Zillion
format Final Year Project
author Govin, Zillion
author_sort Govin, Zillion
title Automatic English grammar test paper generation
title_short Automatic English grammar test paper generation
title_full Automatic English grammar test paper generation
title_fullStr Automatic English grammar test paper generation
title_full_unstemmed Automatic English grammar test paper generation
title_sort automatic english grammar test paper generation
publishDate 2017
url http://hdl.handle.net/10356/70697
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