Yixue Xia
Biographic Data
| ID | 7755612 |
|---|---|
| NAME | Yixue Xia |
| GIVEN NAMES | Yixue |
| FAMILY NAME | Xia |
| SIGNATURE | XIA Y |
| AFFILIATIONS | China People's Public Security University |
| VERIFIED | No |
| TOTAL WORKS | 5 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 5 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Group emotional entropy
This study investigates the impact of group emotion regulation on collective intelligence following emergencies. While existing research often employs Shannon’s entropy framework to model emotional entropy, it tends to overlook temporal dynamics and the influence of group size. In response, we propose a novel emotional entropy model that incorporates both spatial and temporal dimensions of group emotions, aiming to reveal the nature of group emot…
Non-linear correlation analysis between internet searches and epidemic trends
Introduction: This study uses a non-linear model to explore the impact mechanism of change rates between internet search behavior and confirmed COVID-19 cases. The research background focuses on epidemic monitoring, leveraging internet search data as a real-time tool to capture public interest and predict epidemic development. The goal is to establish a widely applicable mathematical framework through the analysis of long-term disease data. Metho…
The symbiotic effect of online searches and vaccine administration—a nonlinear correlation analysis of baidu index and vaccine administration data
This study primarily addresses the analytical problem of the mathematical mechanism underlying the associative impact between online searches and vaccine uptake, a relationship that has become increasingly relevant in the context of public health management. As internet search behaviors reflect public interest and sentiment, understanding their impact on vaccination trends is crucial for real-time health decision-making. A Logistic model is const…
The predation relationship between online medical search and online medical consultation—empirical research based on Baidu platform data
Introduction: This study investigates the mutual influence between online medical search and online medical consultation. It focuses on understanding the health information needs that drive these health information-seeking behaviors by utilizing insights from behavioral big data. Methods: We used actual behavioral data from Chinese internet users on Baidu platform's "Epidemic Index" from November 26, 2022, to January 25, 2023. Data modeling was c…
Dynamic mechanism of eliminating Covid-19 vaccine hesitancy through web search
This research focuses on the research problem of eliminating COVID-19 vaccine hesitancy through web search. A dynamic model of eliminating COVID-19 vaccine hesitancy through web search is constructed based on the Logistic model, the elimination degree is quantified, the elimination function is defined to analyze the dynamic elimination effect, and the model parameter estimation method is proposed. The numerical solution, process parameters, initi…
No prominent works on this page.
Dynamic mechanism of eliminating Covid-19 vaccine hesitancy through web search
This research focuses on the research problem of eliminating COVID-19 vaccine hesitancy through web search. A dynamic model of eliminating COVID-19 vaccine hesitancy through web search is constructed based on the Logistic model, the elimination degree is quantified, the elimination function is defined to analyze the dynamic elimination effect, and the model parameter estimation method is proposed. The numerical solution, process parameters, initi…
The predation relationship between online medical search and online medical consultation—empirical research based on Baidu platform data
Introduction: This study investigates the mutual influence between online medical search and online medical consultation. It focuses on understanding the health information needs that drive these health information-seeking behaviors by utilizing insights from behavioral big data. Methods: We used actual behavioral data from Chinese internet users on Baidu platform's "Epidemic Index" from November 26, 2022, to January 25, 2023. Data modeling was c…
Non-linear correlation analysis between internet searches and epidemic trends
Introduction: This study uses a non-linear model to explore the impact mechanism of change rates between internet search behavior and confirmed COVID-19 cases. The research background focuses on epidemic monitoring, leveraging internet search data as a real-time tool to capture public interest and predict epidemic development. The goal is to establish a widely applicable mathematical framework through the analysis of long-term disease data. Metho…
The symbiotic effect of online searches and vaccine administration—a nonlinear correlation analysis of baidu index and vaccine administration data
This study primarily addresses the analytical problem of the mathematical mechanism underlying the associative impact between online searches and vaccine uptake, a relationship that has become increasingly relevant in the context of public health management. As internet search behaviors reflect public interest and sentiment, understanding their impact on vaccination trends is crucial for real-time health decision-making. A Logistic model is const…
Group emotional entropy
This study investigates the impact of group emotion regulation on collective intelligence following emergencies. While existing research often employs Shannon’s entropy framework to model emotional entropy, it tends to overlook temporal dynamics and the influence of group size. In response, we propose a novel emotional entropy model that incorporates both spatial and temporal dimensions of group emotions, aiming to reveal the nature of group emot…
Computer Science (4 works) · Data mining (4 works) · COVID-19 epidemiological studies (3 works) · Logistic function (3 works) · Logistic regression (3 works) · Machine learning (3 works) · Correlation (2 works) · Data science (2 works) · Data-Driven Disease Surveillance (2 works) · Mathematics (2 works)