In this paper, we design and create the novel multivariate optimization theory based approach for building the paradigm. From the seller, web sites, the external environment, the respect such as online trust building ...In this paper, we design and create the novel multivariate optimization theory based approach for building the paradigm. From the seller, web sites, the external environment, the respect such as online trust building credibility evaluation index system. To factors affecting online trust as input will trust composite scores as the output, and then, using BP neural network technology, from the perspective of buyers and build a C2C e-commerce trust evaluation model. The multivariate optimization theory helps us modify the current pattern to be more feasible and robust. In the near future, we have scheduled to polish the neural network part to obtain better performance.展开更多
文摘In this paper, we design and create the novel multivariate optimization theory based approach for building the paradigm. From the seller, web sites, the external environment, the respect such as online trust building credibility evaluation index system. To factors affecting online trust as input will trust composite scores as the output, and then, using BP neural network technology, from the perspective of buyers and build a C2C e-commerce trust evaluation model. The multivariate optimization theory helps us modify the current pattern to be more feasible and robust. In the near future, we have scheduled to polish the neural network part to obtain better performance.
文摘目的分析体质量指数(Body mass index,BMI)与老年慢性心力衰竭(Chronic heart failure,CHF)患者血浆胱抑素C(cystatinC,Cys-C)、N末端B型利钠肽原(N-terminal pro-B-type natriuretic peptide,NT-proBNP)水平相关性,并分析血浆Cys-C、NT-proBNP评估老年CHF患者预后价值。方法选择2021年7月—2022年10月在本院接受治疗的192例老年慢性心力衰竭(CHF)患者作为研究对象,按照BMI指数分为肥胖组(49例)、超重组(68例)和正常组(75例)三组。对比各亚组患者血浆Cys-C、NT-proBNP水平差异,采用Pearson相关性分析的方式探究老年CHF患者BMI指数与血浆Cys-C、NT-proBNP相关性,对入组患者实施12个月随访,将患者按照预后情况区分为死亡组和存活组,对比两亚组患者血浆Cys-C、NT-proBNP水平差异并评估预后评估价值。结果肥胖组患者血浆Cys-C、NT-proBNP水平高于超重组,超重组患者血浆Cys-C、NT-proBNP水平高于正常组,差异具有统计学意义(P<0.05);入组老年CHF患者的BMI指数与其血浆Cys-C、NT-proBN水平均呈现明显的正相关性(r=0.7104,P<0.0001)(r=0.6603,P<0.0001);随访12个月显示,死亡组患者的血浆Cys-C、NT-proBNP水平显著高于存活组患者,差异具有统计学意义(P<0.05);血浆Cys-C、NT-proBNP对老年CHF预后评估曲线下面积(area under curv,AUC)为0.6930(P=0.0009)、0.7982(P<0.0001)。结论老年CHF患者随BMI指数升高,血浆Cys-C、NT-proBNP水平逐渐升高,血浆Cys-C、NT-proBNP对老年CHF临床结局具有一定的预测价值,进一步研究有推广应用于老年CHF预后评估潜力。
