Automated marking system for short answer examination (AMS-SAE)

Mohd Juzaiddin Ab Aziz, Fatimah Dato Ahmad, Abdul Azim Abdul Ghani, Ramlan Mahmod

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Abstract

Short answers essay typed examination requires the students to write their answers in short sentences. Marking the short answers essay typed examination requires lecturers to compare the similarity of sentences from the answer scripts and marking scheme. Sentence similarity is defined as sentences that have similar meaning but they are different because of the words used or their construction structure. Automatic Marking System for Short Answers Examination (AMS-SAE) is a system that has been developed to grade students' answers based on the given marking scheme. Marks are given to the essays based on the representation of the Grammatical Relations (GRs) extracted from the sentences. The average point different between the marks computed by AMS-SAE and human are 0.049, 0.028 and 0.18. The results show that the scores are low and AMS-SAE could award similar marks as the human awarded.

Original languageEnglish
Title of host publication2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009 - Proceedings
Pages47-51
Number of pages5
Volume1
DOIs
Publication statusPublished - 16 Dec 2009
Event2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009 - Kuala Lumpur
Duration: 4 Oct 20096 Oct 2009

Other

Other2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009
CityKuala Lumpur
Period4/10/096/10/09

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Keywords

  • Grammatical relations
  • Malay sentences

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Electrical and Electronic Engineering

Cite this

Ab Aziz, M. J., Ahmad, F. D., Ghani, A. A. A., & Mahmod, R. (2009). Automated marking system for short answer examination (AMS-SAE). In 2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009 - Proceedings (Vol. 1, pp. 47-51). [5356500] https://doi.org/10.1109/ISIEA.2009.5356500

Automated marking system for short answer examination (AMS-SAE). / Ab Aziz, Mohd Juzaiddin; Ahmad, Fatimah Dato; Ghani, Abdul Azim Abdul; Mahmod, Ramlan.

2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009 - Proceedings. Vol. 1 2009. p. 47-51 5356500.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ab Aziz, MJ, Ahmad, FD, Ghani, AAA & Mahmod, R 2009, Automated marking system for short answer examination (AMS-SAE). in 2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009 - Proceedings. vol. 1, 5356500, pp. 47-51, 2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009, Kuala Lumpur, 4/10/09. https://doi.org/10.1109/ISIEA.2009.5356500
Ab Aziz MJ, Ahmad FD, Ghani AAA, Mahmod R. Automated marking system for short answer examination (AMS-SAE). In 2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009 - Proceedings. Vol. 1. 2009. p. 47-51. 5356500 https://doi.org/10.1109/ISIEA.2009.5356500
Ab Aziz, Mohd Juzaiddin ; Ahmad, Fatimah Dato ; Ghani, Abdul Azim Abdul ; Mahmod, Ramlan. / Automated marking system for short answer examination (AMS-SAE). 2009 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2009 - Proceedings. Vol. 1 2009. pp. 47-51
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