Title :
Recognising irregular answers in automatic assessment of fill-in-the-blank tests
Author :
Cardona-Zea, Viviana P. ; Rojas-Galeano, Sergio A.
Author_Institution :
Sch. of Telecommun. Eng., Univ. of St. Thomas, Bogota, Colombia
Abstract :
Student assessment in Learning Management Systems (LMS) is mostly conducted by means of close-ended questions that are simple to evaluate without human intervention. Fill-in-the-blank tests are usually more challenging since they require the test-taker to recall concepts and associations not available in the question´ statements. Automatic evaluation of the latter will give correct credit to the test-taker only when the response is entered verbatim, that is, free of orthographical or typographical errors. In this paper we consider a straightforward application of a text-matching algorithm that may prevent missing scores in automatic fill-in-the-blank assessment, when irregular (similar but not exact) answers are entered because of those types of errors. A small experiment with an email security questionnaire is presented showing the potential of the technique.
Keywords :
computer aided instruction; string matching; text analysis; automatic assessment; automatic evaluation; close-ended questions; email security questionnaire; fill-in-the-blank test; irregular answer recognition; learning management system; orthographical error; student assessment; text-matching algorithm; typographical error; Approximation algorithms; Computer science; Educational institutions; Electronic mail; Least squares approximation; Particle separators; Semantics;
Conference_Titel :
Engineering Applications (WEA), 2012 Workshop on
Conference_Location :
Bogota
Print_ISBN :
978-1-4673-0871-7
DOI :
10.1109/WEA.2012.6220096