McLoone, Seamus (2012) On Using Fuzzy Logic for Grading Highly Subjective Assessment Material – a Case Study. In: IET Irish Signals and Systems Conference, 28 - 29 June 2012, NUI Maynooth, Co. Kildare, Ireland. (Unpublished)
PDF
SM_Fuzzy_logic.pdf
Download (135kB)
SM_Fuzzy_logic.pdf
Download (135kB)
Abstract
It is difficult to remove subjectivity from assessment, especially when the assessed
material is highly subjective by nature. While one assessor deems work to be of high quality, a second
may view it as poor. Moreover, although two assessors may agree that the work is of satisfactory
quality, they may nevertheless proceed to grade it significantly different, based on their interpretation
of what is meant by satisfactory. While this is part of human nature, it is important that we strive for
an assessment mechanism that is fair to all students, particularly when multiple personnel are involved
in the grading process. This paper investigates the suitability of using fuzzy logic, and its ability to
model linguistic terms, for the purposes of achieving fair assessment. A case study is carried out in
which both the fuzzy logic and the standard numerical grading approaches are applied to a
postgraduate poster competition. The results from this case study are presented and discussed within.
Item Type: | Conference or Workshop Item (Paper) |
---|---|
Keywords: | Fuzzy Logic; Linguistic Variables; Subjectivity; Assessment Grading; |
Academic Unit: | Faculty of Science and Engineering > Electronic Engineering |
Item ID: | 4225 |
Depositing User: | Dr. Seamus McLoone |
Date Deposited: | 26 Feb 2013 16:04 |
Refereed: | No |
URI: | https://mu.eprints-hosting.org/id/eprint/4225 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
Repository Staff Only (login required)
Downloads
Downloads per month over past year