Title :
Using fuzzy functions to aggregate usability study data: a novel approach
Author :
Ramalingam, Soodamani ; Iourinski, Dmitri
Author_Institution :
Sch. of Comput. Sci., Middlesex Univ., London, UK
Abstract :
This paper describes an attempt to develop a fuzzy data aggregation technique for analyzing data collected during a groupware usability study. We show the formal parallelism between the decision making problem and that of ranking alternatives in a usability study. This equivalence allows using a combination of decision under uncertainty and multi-criteria decision making (MCDM) techniques for ranking alternatives for developing an approach for ranking alternatives within a usability study. The effectiveness of such approach is then illustrated with experimental data gathered during a usability study conducted by the Ambient Technology Group in Middlesex University.
Keywords :
data analysis; decision making; fuzzy set theory; groupware; operations research; uncertainty handling; decision making problem; decision under uncertainty; formal parallelism; fuzzy data aggregation; fuzzy functions; groupware; multicriteria decision making; Aggregates; Collaborative software; Collaborative work; Cultural differences; Data analysis; Decision making; Parallel processing; Software systems; Uncertainty; Usability;
Conference_Titel :
Information Technology and Applications, 2005. ICITA 2005. Third International Conference on
Print_ISBN :
0-7695-2316-1
DOI :
10.1109/ICITA.2005.296