Automated Essay Scoring Using Generalized Latent Semantic Analysis

  title={Automated Essay Scoring Using Generalized Latent Semantic Analysis},
  author={Md. Monjurul Islam and A. S. M. Latiful Hoque},
─ Automated Essay Grading (AEG) is a very important research area in educational technology. Latent Semantic Analysis (LSA) is an Information Retrieval (IR) technique used for automated essay grading. LSA forms a word by document matrix and then the matrix is decomposed using Singular Value Decomposition (SVD) technique. Existing AEG systems based on LSA cannot achieve higher level of performance to be a replica of human grader. We have developed an AEG system using Generalized Latent Semantic… CONTINUE READING
1 Extracted Citations
22 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 22 references

Essay assessment with latent semantic analysis

  • T. Miller
  • Department of Computer Science, University of…
  • 2002
Highly Influential
4 Excerpts

The automatic grading for online exams in Arabic with essay questions using statistical and computational linguistics techniques

  • K. M. Nahar, I. M. Alsmadi
  • MASAUM Journal of Computing, vol. 1, no. 2, 2009.
  • 2009
2 Excerpts

Similar Papers

Loading similar papers…