dc.contributor.authorTran, Trung Kien
dc.date.accessioned2014-04-17T05:46:18Z
dc.date.available2014-04-17T05:46:18Z
dc.date.copyright2014en_US
dc.date.issued2014
dc.identifier.urihttp://hdl.handle.net/10356/58961
dc.description.abstractMathematics is an important subject that can be applied to many different fields of our daily life. In Mathematics course, students usually tackled the subject through textbooks, past year papers, and assessment books. However, with the rapid growth of the Internet and mobile devices, Web-based education has become a ubiquitous learning platform in many schools to provide student materials through freely accessible educational websites. The objective of this project is to tackle the two problems faced in an online assessment system for Additional Mathematic subject: Past Year Papers Analysis and Online Test Paper Generation. The objective of Past Year Papers Analysis is to provide the evaluation for past year papers including topics distribution and the difficulty level without much hassle of going through the painful process of manual analysis. It also let users know about the trend of difficulty level by analyzing many past year papers in the last ten years. The major function of this project, Online Test Paper Generation, is a challenging task as it is a multi-objective optimization problem that is NP-hard, and it is also required to satisfy the online generation requirement. We propose an efficient memory-based multi-objective optimization approach for Online Test Paper Generation. The proposed approach is based on the constraint-based Divide and Conquer (DAC) technique for constraint decomposition and multi-objective optimization. As such, students can better make use of their time by self-practicing efficiently with this system to improve their mathematics knowledge.en_US
dc.format.extent46 p.en_US
dc.language.isoenen_US
dc.rightsNanyang Technological University
dc.subjectDRNTU::Engineering::Computer science and engineering::Computing methodologiesen_US
dc.titleWeb-based test paper generation systemen_US
dc.typeFinal Year Project (FYP)en_US
dc.contributor.supervisorHui Siu Cheungen_US
dc.contributor.schoolSchool of Computer Engineeringen_US
dc.description.degreeBachelor of Engineering (Computer Science)en_US


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