Relational Stock Market Network Analysis

被引:0
作者
Ergur, Bircan [1 ]
Cataltepe, Zehra [1 ]
机构
[1] Istanbul Tech Univ, Bilgisayar Muhendisligi Bolumu, Istanbul, Turkey
来源
2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2013年
关键词
stock market; stock price; ISE; correlation coefficient; maximum spanning tree;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In a stock market, changes in a stock price might effect the other stock's or stocks' prices. If those kind of interactions can be realized, not only the stock itself, but also the past prices of other stocks interacting with it might be used while predicting its stock price. In this research, the cross-correlations among the Istanbul Stock Exchange price changes are examined. First, the similarities among the stock price changes are calculated. Then maximum spanning trees are constructed using those similarities, and they are analyzed to understand the interactions among them in such trees.
引用
收藏
页数:4
相关论文
共 50 条
[41]   Return Intervals Analysis of the Korean Stock Market [J].
Jeon, Woong ;
Moon, Hie-Tae ;
Oh, Gabjin ;
Yang, Jae-Suk ;
Jung, Woo-Sung .
JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2010, 56 (03) :922-925
[42]   Statistical Analysis and Forecasting Models for Stock Market [J].
Yadav, Sourabh ;
Sharma, Krishna Pal .
2018 FIRST INTERNATIONAL CONFERENCE ON SECURE CYBER COMPUTING AND COMMUNICATIONS (ICSCCC 2018), 2018, :117-121
[43]   The multifractal structure analysis in China stock market [J].
Ruan, JA ;
Pang, SL ;
Luo, WQ .
Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, :3058-3063
[44]   Stock Market Prediction Using LSTM Recurrent Neural Network [J].
Moghar, Adil ;
Hamiche, Mhamed .
11TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT) / THE 3RD INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40) / AFFILIATED WORKSHOPS, 2020, 170 :1168-1173
[45]   Identification of crisis in the Chinese stock market based on complex network [J].
Huang, Chuangxia ;
Liu, Shijie ;
Yang, Xiaoguang ;
Yang, Xin .
APPLIED ECONOMICS LETTERS, 2023, 30 (18) :2536-2542
[46]   Chinese family business, stock market and the Haiwankong financial network [J].
Zheng, Victor .
JOURNAL OF ASIAN PUBLIC POLICY, 2012, 5 (03) :277-294
[47]   Research on the Prediction of Stock Market Based on BP Neural Network [J].
Yuan, Yaze ;
Su, Mengmeng .
2017 INTERNATIONAL CONFERENCE ON MATERIALS, ENERGY, CIVIL ENGINEERING AND COMPUTER (MATECC 2017), 2017, :16-19
[48]   Network-Induced Soft Sets and Stock Market Applications [J].
Balci, Mehmet Ali ;
Batrancea, Larissa M. ;
Akguller, Omer .
MATHEMATICS, 2022, 10 (21)
[49]   Dynamics of Chinese Stock Market from a Complex Network Perspective [J].
Ma, Jun ;
Wang, Lin ;
Wang, Tongcai .
2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, :238-243
[50]   A Review of Stock Market Prediction with Artificial Neural Network (ANN) [J].
Vui, Chang Sim ;
Soon, Gan Kim ;
On, Chin Kim ;
Alfred, Rayner ;
Anthony, Patricia .
2013 IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE 2013), 2013, :477-+