Abstract
In this paper, the two-sided matching between films and background music is firstly pointed and realized in the basis of the automatic recognition of the ordering relation with ANN. First, BP neural network is applied to identify the ordinal relation between a film clip and available background music. Then the ordinal relation is transformed into the form of normalized Borda score matrix, according to which we constructed the matching degree matrix and got the final matching model.
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References
Chen L, Zhu W (2011) Research on real estate market mechanism in the second-hand market and rational expectation. J Manag Sci China 14(2):61–70 (in Chinese)
Echenique F (2008) What matchings can be stable? The testable implications of matching theory. Math Oper Res 33(3):757–768
Gale D, Shapley LS (1962) College admissions and the stability of marriage. Ammathmonthly 69(1):9–15
Ishida Y, Hashimoto S (2015) Asymmetric characterization of diversity in symmetric stable marriage problems: an example of agent evacuation. Proc Comput Sci 60(1):1472–1481
Jiang Y, Kong D, Yuan D (2017) Two-sided stable matching decision-making method with ordinal interval preference. Syst Eng Theory Pract 37(08):2152–2161
Liang H, Jiang Y, Kong D (2015) Decision-making method on multiple targets of satisfied and stable two-sided matching considering the preference ordering. Xitong Gongcheng Lilun Yu Shijian/Syst Eng Theory Pract 35(6):1535–1546
Liu Q, Peng Y (2015) Corruption in college admissions examinations in china. Int J Educ Dev 41(4):104–111
Liu Y, Li K et al (2017) A two-sided matching decision method for supply and demand of technological knowledge. J Knowl Manag 21(3)
Roth AE, Soenmez T, Uenver MU (2007) Efficient kidney exchange: coincidence of wants in a markets with compatibility-based preferences. Sch Art 97(3):828–851
Ruan Y, Zhou X (2017) Empirical study on the two-sided matching between venture capital and companies: evaluating the efficiency of china’s venture capital market. Syst Eng 35(03):1–11
Xu X, Wang C et al (2015) Matching service providers and customers in two-sided dynamic markets. IFAC-PapersOnLine 48(3):2208–2213
Zhan M, Liao Z, Xu J (2016) Character analysis of linear dimensionless methods. Forum Stat Inform 31(12):17–22
Zhang D, Sun T et al (2017) Borda method on tow-sided matching model with uncertain preference ordinal. Forum Stat Inform 32(12):22–26
Zhu J, Wang R, Li Y (2018) Decision making method for two-sided matching of vehicles and cargoes based on uncertain linguistic correlated information. J Syst Sci 01:86–91
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Wang, Q., Zuo, R., Li, M. (2019). Two-Sided Matching System Based on Ordinal Relation Recognition. In: Xu, J., Cooke, F., Gen, M., Ahmed, S. (eds) Proceedings of the Twelfth International Conference on Management Science and Engineering Management. ICMSEM 2018. Lecture Notes on Multidisciplinary Industrial Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-93351-1_33
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DOI: https://doi.org/10.1007/978-3-319-93351-1_33
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Online ISBN: 978-3-319-93351-1
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