Jiayuan Xin
Biographic Data
| ID | 7396375 |
|---|---|
| NAME | Jiayuan Xin |
| GIVEN NAMES | Jiayuan |
| FAMILY NAME | Xin |
| SIGNATURE | XIN J |
| AFFILIATIONS | Newcastle University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Signaling and perceiving on equity crowdfunding decisions — a machine learning approach
This study explores how signaling and perceiving jointly influence crowd investors’ decision-making. We utilize five machine learning models to assess the predictive power of various information types on crowdfunding success. Our findings indicate that investors prioritize well-structured quantitative data over complex qualitative content. Processing quantitative information is also found to be less cognitively taxing than extracting useful infor…
No prominent works on this page.
Signaling and perceiving on equity crowdfunding decisions — a machine learning approach
This study explores how signaling and perceiving jointly influence crowd investors’ decision-making. We utilize five machine learning models to assess the predictive power of various information types on crowdfunding success. Our findings indicate that investors prioritize well-structured quantitative data over complex qualitative content. Processing quantitative information is also found to be less cognitively taxing than extracting useful infor…
Blockchain Technology Applications and Security (1 work) · Business (1 work) · Economics (1 work) · Entrepreneurship (1 work) · Equity (law (1 work) · Equity crowdfunding (1 work) · Finance (1 work) · FinTech, Crowdfunding, Digital Finance (1 work) · Microfinance and Financial Inclusion (1 work) · Political science (1 work)