基于大数据的互联网媒体对证券市场影响研究

71671141
2016
G0112.信息系统与管理
李庆
面上项目
教授
西南财经大学
49万元
证券市场;情感分析;文本挖掘;机器学习;社会化网络分析
2017-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Multimodal Event-driven LSTM Model for Stock Prediction Using Online News 期刊论文 Qing Li;Jinghua Tan;Jun Wang;HsinChun Chen
2 Web Media and Stock Markets : A Survey and Future Directions from a Big Data Perspective 期刊论文 Li Qing;Chen Yan;Wang Jun;Chen Yuanzhu;Chen Hsinchun
3 Effect of Digitalized Rumor Clarification on Stock Markets 期刊论文 Wang Jun;Xie Zhilong;Li Qing;Tan Jinghua;Xing Rong;Chen Yuanzhu;Wu Fengyun
4 Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks 会议论文 Rui Cheng;Qing Li
5 Quantifying the Effect of Real Estate News on Chinese Stock Movements 期刊论文 Chen Yan;Xie Zhilong;Zhang Wenjie;Xing Rong;Li Qing
6 An Intelligent Learning and Ensembling Framework for Predicting Option Prices 期刊论文 Wei Xiangyu;Xie Zhilong;Cheng Rui;Zhang Di;Li Qing
7 The Effect of Digitalized Rumor Clarification on Stock Markets 会议论文 Jun Wang;Qing Li;Jinghua Tan;Rong Xing;Fengyun Wu
8 A Tensor-based eLSTM Model to Predict Stock Price using Financial News 会议论文 Jinghua Tan;Jun Wang;Denisa;Rong Xing;Qing Li
9 Constructing Media-based Enterprise Networks for Stock Market Risk Analysis 会议论文 Rong Xing;Shengxin Dong;Qinyu Wang;Qing Li;Xubin Luo;Jiang Duan
10 CNN based system for predicting the implied volatility and option prices 会议论文 Xiangyu Wei;Zhilong Xie;Rui Cheng;Qing Li
11 A multimodal generative and fusion framework for recognizing faculty homepages 期刊论文 Yu Guanyuan;Li Qing;Wang Jun;Zhang Di;Liu Yuehao
12 Research on Automatic Identification of Rumors in Stock Forum Based on Machine Learning 会议论文 Hua Zhang;Jun Wang;Yan Chen;Jinghua Tan;Qing Li
13 Media-based Corporate Network and Its Effects on Stock Market 期刊论文 Rong Xing;Qing Li;Jingmei Zhao;Xiaoqing Xu
14 A tensor-based information framework for predicting the stock market 期刊论文 Qing Li;Yuanzhu Chen;Liling Jiang;Ping Li;Hsinchun Chen
15 A deep multimodal generative and fusion framework for class-imbalanced multimodal data 期刊论文 Li Qing;Yu Guanyuan;Wang Jun;Liu Yuehao
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