Computer Science

Computer Science ›› 2020, Vol. 47 ›› Issue (6A): 612-615.doi: 10.11896/JsJkx190600007

• Interdiscipline & Application • Previous Articles     Next Articles

Stock Investment Strategy Development Based on BigQuant Platform

LI Yong   

  1. Business School,China University of Political Science and Law,BeiJing 102249,China
  • Published:2020-07-07
  • About author:LI Yong, born in 1964, Ph.D, professor, Ph.D supervisor, is a member of China Computer Federation.Her main research interests include financial engineering and risk management.
  • Supported by:
    This work was supported by the General ProJect of Humanities and Social Sciences of Ministry of Education of China (19YJA790046).

PDF (PC)

1195

Abstract: Based on BigQuant platform,a stock investment consulting system,using its StockRanker algorithm and back-test mechanism,this paper analyzed the characteristic data of 1848 stocks in China’s stock market after deducting CSI 300 index component stocks from all A shares with normal trading during the sample period from January 1,2010 to February 5,2019,and ranked the stocks with the greatest investment value so as to provide intelligent and personalized asset allocation proposal for investors with different risk preferences.Based on the CSI Smallcap 500 index,through strategic Judgment,this study developed product D with better and more stable investment returns than the standard index fund by substituting the poor performance component stocks with excellent performance non-component stocks,which has shown.

Key words: Big data, BigQuant platform, Investment strategy, Stock Ranker algorithm

CLC Number: 

  • TP399
[1] ZHAO L M.Inheritance and Innovation of Information Resource Management Theory:Big Data and Data Science Perspective .Journal of China library,2019(2):26-42.
[2] LIANG J.Democratize AI to empower investors.2019.
[1] HE Qiang, YIN Zhen-yu, HUANG Min, WANG Xing-wei, WANG Yuan-tian, CUI Shuo, ZHAO Yong. Survey of Influence Analysis of Evolutionary Network Based on Big Data [J]. Computer Science, 2022, 49(8): 1-11.
[2] CHEN Jing, WU Ling-ling. Mixed Attribute Feature Detection Method of Internet of Vehicles Big Datain Multi-source Heterogeneous Environment [J]. Computer Science, 2022, 49(8): 108-112.
[3] WANG Mei-shan, YAO Lan, GAO Fu-xiang, XU Jun-can. Study on Differential Privacy Protection for Medical Set-Valued Data [J]. Computer Science, 2022, 49(4): 362-368.
[4] SUN Xuan, WANG Huan-xiao. Capability Building for Government Big Data Safety Protection:Discussions from Technologicaland Management Perspectives [J]. Computer Science, 2022, 49(4): 67-73.
[5] WANG Jun, WANG Xiu-lai, PANG Wei, ZHAO Hong-fei. Research on Big Data Governance for Science and Technology Forecast [J]. Computer Science, 2021, 48(9): 36-42.
[6] YU Yue-zhang, XIA Tian-yu, JING Yi-nan, HE Zhen-ying, WANG Xiao-yang. Smart Interactive Guide System for Big Data Analytics [J]. Computer Science, 2021, 48(9): 110-117.
[7] WANG Li-mei, ZHU Xu-guang, WANG De-jia, ZHANG Yong, XING Chun-xiao. Study on Judicial Data Classification Method Based on Natural Language Processing Technologies [J]. Computer Science, 2021, 48(8): 80-85.
[8] WANG Xue-cen, ZHANG Yu, LIU Ying-jie, YU Ge. Evaluation of Quality of Interaction in Online Learning Based on Representation Learning [J]. Computer Science, 2021, 48(2): 207-211.
[9] TENG Jian, TENG Fei, LI Tian-rui. Travel Demand Forecasting Based on 3D Convolution and LSTM Encoder-Decoder [J]. Computer Science, 2021, 48(12): 195-203.
[10] ZHANG Yu-long, WANG Qiang, CHEN Ming-kang, SUN Jing-tao. Survey of Intelligent Rain Removal Algorithms for Cloud-IoT Systems [J]. Computer Science, 2021, 48(12): 231-242.
[11] LIU Ya-chen, HUANG Xue-ying. Research on Creep Feature Extraction and Early Warning Algorithm Based on Satellite MonitoringSpatial-Temporal Big Data [J]. Computer Science, 2021, 48(11A): 258-264.
[12] ZHANG Guang-jun, ZHANG Xiang. Mechanism and Path of Optimizing Institution of Legislative Evaluation by Applying “Big Data+Blockchain” [J]. Computer Science, 2021, 48(10): 324-333.
[13] YE Ya-zhen, LIU Guo-hua, ZHU Yang-yong. Two-step Authorization Pattern of Data Product Circulation [J]. Computer Science, 2021, 48(1): 119-124.
[14] ZHAO Hui-qun, WU Kai-feng. Big Data Valuation Algorithm [J]. Computer Science, 2020, 47(9): 110-116.
[15] MA Meng-yu, WU Ye, CHEN Luo, WU Jiang-jiang, LI Jun, JING Ning. Display-oriented Data Visualization Technique for Large-scale Geographic Vector Data [J]. Computer Science, 2020, 47(9): 117-122.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
渝ICP备16013121号-4
Add:18# Honghu West Rd., Yubei ,Chongqing,China    Post Code: 401121
Tel: 023-63500828/023-67039612/023-67039623
E-mail: jsjkx12@163.com
Powered by Beijing Magtech Co., Ltd.