Title :
A Jaccard-based similarity measure for soft sets
Author :
Sulaiman, Nor Hashimah ; Mohamad, Daud
Author_Institution :
Math. Dept., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
In this paper, we propose a novel similarity measure for soft sets which is based on Jaccard similarity coefficient. The proposed similarity measure takes into consideration two component i.e. similarity due to the compared parameter set, and similarity between approximate value sets of the overlapping parameters. The efficiency of the proposed measure is compared with existing soft set similarity measures through numerical examples. An application of the new similarity measure in solving a financial diagnostic problem is also illustrated in the paper.
Keywords :
decision making; financial management; set theory; Jaccard similarity coefficient; Jaccard-based similarity measure; approximate value sets; financial diagnostic problem; soft set similarity measures; Companies; Computers; Decision making; Fuzzy sets; Mathematical model; Jaccard similarity coefficient; diagnostic decision making; soft set similarity measure;
Conference_Titel :
Humanities, Science and Engineering Research (SHUSER), 2012 IEEE Symposium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-1311-7
DOI :
10.1109/SHUSER.2012.6268901