Application of a New Efficient Normal Parameter Reduction Algorithm of Soft Sets in Online Shopping
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.
[1] Molodtsov, D. Soft set theory_First results. Computers and Mathematics with Applications, 37 (4/5), 1931, 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.
[1] Molodtsov, D. Soft set theory_First results. Computers and Mathematics with Applications, 37 (4/5), 1931, 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.
@article{"International Journal of Information, Control and Computer Sciences:67700", author = "Xiuqin Ma and Hongwu Qin", title = "Application of a New Efficient Normal Parameter Reduction Algorithm of Soft Sets in Online Shopping", 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.", volume = "8", number = "7", pages = "1194-3", }