Cuiqing Jiang
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View article: Increasing the Accuracy of Soil Nutrient Prediction by Improving Genetic Algorithm Backpropagation Neural Networks
Increasing the Accuracy of Soil Nutrient Prediction by Improving Genetic Algorithm Backpropagation Neural Networks Open
Soil nutrient prediction has been eliciting increasing attention in agricultural production. Backpropagation (BP) neural networks have demonstrated remarkable ability in many prediction scenarios. However, directly utilizing BP neural netw…
View article: Credit Risk Evaluation for SMEs Using Reputation Information
Credit Risk Evaluation for SMEs Using Reputation Information Open
The majority of the existing studies build credit risk prediction models for small and medium-sized enterprises (SMEs) mainly using accounting-based financial ratios.This paper proposes a credit risk prediction model for SMEs using reputat…
View article: Investigating the Effects of Dimension-Specific Sentiments on Product Sales: The Perspective of Sentiment Preferences
Investigating the Effects of Dimension-Specific Sentiments on Product Sales: The Perspective of Sentiment Preferences Open
While the literature has reached a consensus on the awareness effect of online word-of-mouth (eWOM), this paper studies its persuasive effect—specifically, dimension-specific sentiment effects on product sales.We examine the sentiment info…
View article: Sales Prediction by Integrating the Heat and Sentiments of Product Dimensions
Sales Prediction by Integrating the Heat and Sentiments of Product Dimensions Open
Online word-of-mouth (eWOM) disseminated on social media contains a considerable amount of important information that can predict sales. However, the accuracy of sales prediction models using big data on eWOM is still unsatisfactory. We ar…
View article: Sales Prediction by Integrating Heat and Sentiments of Product Dimensions
Sales Prediction by Integrating Heat and Sentiments of Product Dimensions Open
The accuracy of sales prediction models based on the big data of online word-of-mouth (eWOM) is still not satisfied. We argue that eWOM contains heat and sentiments of different product dimensions, which can improve the accuracy of these m…
View article: Sales Prediction by Integrating Heat and Sentiments of Product Dimensions
Sales Prediction by Integrating Heat and Sentiments of Product Dimensions Open
The accuracy of sales prediction models based on the big data of online word-of-mouth (eWOM) is still not satisfied. We argue that eWOM contains heat and sentiments of different product dimensions, which can improve the accuracy of these m…