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ProCAss: An intelligent assessment for computer programming corpus


Zen, Kartinah and Tarmizi, Seleviawati and A.I, Dayang Nurfatimah and Din, Inson and Chua, Sui Soon (2005) ProCAss: An intelligent assessment for computer programming corpus. In: International Conference on E-Commerce (ICoEC) 2005, 10-11 Jan 2005, The Summit Hotel, Subang USJ, Selangor, Malaysia.

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Abstract

Electronic assessment (e-assessment) becomes more popular in educational tools especially in e-learning environment.This is because it has some advantages such as reducing the staffs needed for assessment tasks, automated marking is not prone to human error and it gives instant feedback to the students.However, the e-assessment existed only more on assessing essays and lack of implementation in assessing computer program in computer science environment [Haley, et.al, 2003]. This paper will briefly describe on the techniques that have been used to implement e-assessment for essays such as Project Essay Grade (PEG), E-rater, Intelligent Essay Assessor (IEA) and Latent Semantic Analysis (LSA).Mainly, the discussion will concentrate on LSA to build the eassessment for computer programming corpus.One great advantage of LSA over the others is its ability to make absolute relative comparisons, where set of documents can be compared to each other, or to an answer schema.Another reason is the computer program produces programs in a subset of English-like words, a bit similar to an essay [Haley, et.al, 2003].This paper will propose system design integrated with LSA method to assess student’s programming assignments. Then, the ability of LSA algorithm in grading computer program corpus will be evaluated.The grading process will not limited on certain programming languages, but on any programming languages.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN: 983-3282-09-1 Organized by: School of Accountancy, Universiti Utara Malaysia
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: College of Business
Depositing User: Mrs. Norazmilah Yaakub
Date Deposited: 25 Jun 2015 06:33
Last Modified: 25 Jun 2015 06:33
URI: http://repo.uum.edu.my/id/eprint/14634

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