Guowen Li

A novel text-based framework for forecasting agricultural futures using massive online news headlines

Jianping Li, Guowen Li, Mingxi Liu et al. · International Journal of Forecasting · 2020 · 165 citations

Forecasting Methodology, Precision Agriculture, Engineering +10

Forecasting the price of Bitcoin using deep learning

Mingxi Liu, Guowen Li, Jianping Li et al. · Finance research letters · 2020 · 132 citations

Economic Forecasting, Engineering, Machine Learning +9

Developing a hierarchical system for energy corporate risk factors based on textual risk disclosures

Lu Wei, Guowen Li, Xiaoqian Zhu et al. · Energy Economics · 2019 · 86 citations

Risk Assessment, Corporate Risk Management, Business Intelligence +15

Discovering bank risk factors from financial statements based on a new semi‐supervised text mining algorithm

Lu Wei, Guowen Li, Xiaoqian Zhu et al. · Accounting and Finance · 2019 · 83 citations

Fraud Detection, Financial Data, Financial Risk Management +23

Tourism companies' risk exposures on text disclosure

Jianping Li, Yuyao Feng, Guowen Li et al. · Annals of Tourism Research · 2020 · 76 citations · Full text

Risk Communication, Risk Management, Business +5