Application of a New Efficient Normal Parameter Reduction Algorithm of Soft Sets in Online Shopping
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Application of a New Efficient Normal Parameter Reduction Algorithm of Soft Sets in Online Shopping

Authors: Xiuqin Ma, Hongwu Qin

Abstract:

A new efficient normal parameter reduction algorithm of soft set in decision making was proposed. However, up to the present, few documents have focused on real-life applications of this algorithm. Accordingly, we apply a New Efficient Normal Parameter Reduction algorithm into real-life datasets of online shopping, such as Blackberry Mobile Phone Dataset. Experimental results show that this algorithm is not only suitable but feasible for dealing with the online shopping.

Keywords: Normal parameter reduction, Online shopping, Parameter reduction, Soft sets.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1093844

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References:


[1] Molodtsov, D. Soft set theory_First results. Computers and Mathematics with Applications, 37 (4/5), 1931, 1999.
[2] Herawan, T., and Mat Deris, M. A Soft Set Approach for Association Rules Mining. Knowledge Based Systems , 24 (1), 186–195, 2011.
[3] Maji, P.K., and Roy, A.R. An application of soft sets in a decision making problem. Computers and Mathematics with Applications, 44, 1077–1083, 2002.
[4] Maji, P.K., and Roy, A.R. A fuzzy soft set theoretic approach to decision making problems. Journal of Computational and Applied Mathematics, 203, 412–418, 2007.
[5] Kong, Z., Gao, L.Q., and Wang, L.F. Comment on ``A fuzzy soft set theoretic approach to decision making problems''. Journal of Computational and Applied Mathematics, 223, 540–542, 2009.
[6] Feng, F., Jun, Y.B., Liu, X.Y., and Li, L.F. An adjustable approach to fuzzy soft set based decision making. Journal of Computational and Applied Mathematics, 234, 10–20, 2010.
[7] Zou, Y., and Xiao, Z. Data analysis approaches of soft sets under incomplete information. Knowledge Based System, 21 (8), 941–945, 2008.
[8] Qin, H., Ma, X., Herawan, T., and Zain, J.M. Data filling approach of soft sets under incomplete information,Lecture Notes in Computer Science,SpringerVerlag, 6592,302-311, 2011.
[9] Chen, D., Tsang, E.C.C., Yeung, D.S., and Wang, X. The parameterization reduction of soft sets and its applications. Computers and Mathematics with Applications 49 (5–6), 757–763, 2005.
[10] Kong, Z., Gao, L., Wang, L., and Li, S. The normal parameter reduction of soft sets and its algorithm. Computers and Mathematics with Applications 56 (12), 3029–3037, 2008.
[11] Ma, X.,Sulaiman, N., Qin, H.,Herawan,T., JasniM., A New Efficient Normal Parameter ReductionAlgorithm of Soft Sets, Computers and Mathematics with Applications, 62,588-598, 2011.