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中北大学理学院
纸质出版:2013
移动端阅览
王佩秋, 靳祯, 陈华. 产品销售网络动力学建模[J]. 中北大学学报(自然科学版), 2013,34(2):147-152.
王佩秋, 靳祯, 陈华. Dynamic Modeling on Production Marketing Network[J]. 2013, 34(2): 147-152.
根据个性化推荐系统中建立的用户-产品的二部图
研究了不同品牌产品的用户数量的变化情况
建立了n+1维的关于产品中不同品牌的用户数量变化的动力学模型
并对此进行了数值模拟
得到了系统趋于稳态的结论.在一类产品和两个用户的情况下对模型进行了简化
并对其进行了动力学分析.首先证明了平衡点的唯一存在性
然后进一步证明了平衡点的局部渐近稳定以及通过构造Dulac函数证明了无极限环
进而得到了平衡点全局渐进稳定.
According to the user-product bipartite graph of the personalized recommendation system
the changes in the number of users who used different brand of product was investigated
and then a n+1 asymmetric dynamical model was established to describe that change.After simulating
it draws the conclusion that the system can be stable.The model was simplified under the condition of only one product and two users
and we continued to make the dynamic analysis.First
the unique existence of the positive equilibrium was proved
and then its local asymptotic stability was testified and Dulac Function was constructed.Finally
we obtained that there was no limit circle and the positive equilibrium was global asymptotic stable.
Zhang Guoqing.Evolution of the Internet and its cores[J].New Journal of Physics,2008,10:123027.
Zhou Tao.Accurate and diverse recommendations viaeliminating redundant correlations[J].New Journal ofPhysics,2009,11:123008.
刘建国.个性化推荐系统的研究进展[J].自然科学进展,2009,19(1):1-15.Liu Jianguo.The research progress of personalizedrecommendation system[J].Progress in NaturalScience,2009,19(1):1-15.(in Chinese)
Brin S,Page L.The anatomy of a large-scalehypertextual Web search engine[J].ComputerNetworks and ISDN Systems,1998,30(1-7):107.
Kleinberg J M.Authoritative sources in ahyperlinkedenvironment[J].Journal of the ACM,1999,46(5):604-632.
Linden G.Amazon.com recommendations:Item-to-item collaborative filtering[J].IEEE InternetComput,2003,7(1):76-80.
刘建国,周涛,郭强,等.个性化推荐系统评价方法综述[J].复杂网络与复杂性科学,2009,6(3):1-10.Liu Jianguo,Zhou Tao,Guo Qiang,et al.Overviewof the evaluated algorithms for the personalrecommendation systems[J].Complex Systems andComplex Science,2009,6(3):1-10.(in Chinese)
Liu Runran,Jia Chunxiao,Zhou Tao,et al.Personalrecommendation via modified collaborative filtering[J].Physica A,2009,388:462-468.
Konstan J A,Miller B N,Maltz D.Grouplens:Applying collaborative filtering to usenet news[J].Comm.ACM,1997,40(3):77-87.
Balabanovic M,Shoham Y.Fab:content-based,collaborative recommendation[J].Comm.ACM,1997,40(3):66-72.
Pazzani M,Billsus D.Learning and revising userprofiles:the identification of interesting web sites[J].Machine Learning,1997,27:313-331.
Chang Y I.A data mining-basedmethod for theincremental update of supporting personalizedinformation filtering[J].Journal of InformationScience and Engineering,2008,24(1):129-142.
Zhou Tao,Ren Jie,Medo M,et al.Bipartitenetwork projection and personal recommendation[J].Physical Review E,2007,76(4):046115.
Zhou Tao.Effect of initial configuration on network-based recommendation[J].Europhys.Lett.,2008,81:58004.
Zhou Tao.Recommendation model based on opiniondiffusion[J].Europhys.Lett.,2007,80:68003.
Karrer B,Ghoshal G.Preservation of networkdegree distribution from non-uniform failures[J].The European Physical Journal B,2008,62:239.
马知恩,周义仓.常微分方程定性与稳定性方法[M].北京:科学出版社,2001.
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