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Author

Jian Zhang

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Open access Aug 2026

Risk assessment of stock market manipulation through the fusion of multi-source textual and trading data: Evidence from China’s A-share market

Against the backdrop of increasingly diversified and concealed forms of stock market manipulation, approaches based solely on trading data or financial indicators face growing limitations in complex and information-intensive market environments. To assess stock market manipulation risk, this study constructs a firm–mon...

Yuting Luo, Jian Zhang, Changlu Zhang et al. · 0 citations

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