International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 115

Research Paper | Finance | China | Volume 9 Issue 5, May 2020


Research on Stock Price Fluctuation Monitoring System Based on Investor Sentiment

Ru Pei


Abstract: Based on the behavioral finance theories such as investor bounded rationality and cognitive bias, this paper uses Python web crawler technology to obtain the stock related information in the stock online forum, and uses SnowNLP to conduct emotional analysis. Then, according to the obtained information, the paper constructs the investor sentiment index and the test model of investor sentiment and stock price volatility, and draws the conclusion through empirical analysis. Then according to the research results, this paper designs a stock price fluctuation monitoring system based on investor sentiment, which can forecast the fluctuation of stock price by monitoring the information of stock network forum, so as to remind investors to guard against risks and invest rationally.


Keywords: stock online forum, investor sentiment, bounded rationality, stock price fluctuation monitoring system


Edition: Volume 9 Issue 5, May 2020,


Pages: 1033 - 1040


How to Cite this Article?

Ru Pei, "Research on Stock Price Fluctuation Monitoring System Based on Investor Sentiment", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SR20515113833, Volume 9 Issue 5, May 2020, 1033 - 1040

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'bounded rationality'

Downloads: 75

Research Proposals or Synopsis, Finance, China, Volume 9 Issue 9, September 2020

Pages: 1220 - 1222

Research on Market Sentiment and Housing Price Fluctuation from the Perspective of Behavioral Finance

Pengbo Yang, Nan Zhang

Share this Article

Downloads: 161

Research Paper, Finance, Indonesia, Volume 8 Issue 1, January 2019

Pages: 1528 - 1532

The Application of Behavioral Finance in Improving the Economic Level of Poor Families

Laely Purnamasari, Nugraha

Share this Article

Similar Articles with Keyword 'stock'

Downloads: 154

Research Paper, Finance, Qatar, Volume 8 Issue 11, November 2019

Pages: 1114 - 1129

Beyond Myself: A Phenomenological Study on the Financing Decision Deeds of Overseas Filipino Workers in Qatar

Dr. Fredelito Don John A. Vallesteros, Carlisle Justin Cachuela, Andrei Anthony Y. Sanchez, Dean Daniel T. Santos, Precious Krystal V. Aguba, Juliana Claudette C. Almario, Eliza Elmira Q. Castillo, Dianne Mae B. Menez

Share this Article

Downloads: 2

Research Paper, Finance, Sri Lanka, Volume 10 Issue 5, May 2021

Pages: 792 - 795

Capital Asset Pricing Model and Stock Return Variation: Evidence from Colombo Stock Exchange

Thafani, A. R. F

Share this Article

Similar Articles with Keyword 'online'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Finance, India, Volume 10 Issue 9, September 2021

Pages: 150 - 151

Does Crypto as an Alternate Currency has a Future?

N. Anirudh, K. Jahnavi Alekhya

Share this Article

Downloads: 4 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2

Masters Thesis, Finance, Kenya, Volume 10 Issue 9, September 2021

Pages: 260 - 267

Effects of Taxation on Public Infrastructure Financing in Nairobi City County, Kenya

Wafula Isabella, Ndede Fredrick

Share this Article

Similar Articles with Keyword 'investor'

Downloads: 160 | Monthly Hits: ⮙1

Survey Paper, Finance, Vietnam, Volume 9 Issue 5, May 2020

Pages: 755 - 761

Determinants of the Risk Tolerance of the Vietnamese Individual Investors

Lam Thien Quy, Pham Thi Hong Van

Share this Article

Downloads: 154

Research Paper, Finance, Qatar, Volume 8 Issue 11, November 2019

Pages: 1114 - 1129

Beyond Myself: A Phenomenological Study on the Financing Decision Deeds of Overseas Filipino Workers in Qatar

Dr. Fredelito Don John A. Vallesteros, Carlisle Justin Cachuela, Andrei Anthony Y. Sanchez, Dean Daniel T. Santos, Precious Krystal V. Aguba, Juliana Claudette C. Almario, Eliza Elmira Q. Castillo, Dianne Mae B. Menez

Share this Article

Similar Articles with Keyword 'sentiment'

Downloads: 75

Research Proposals or Synopsis, Finance, China, Volume 9 Issue 9, September 2020

Pages: 1220 - 1222

Research on Market Sentiment and Housing Price Fluctuation from the Perspective of Behavioral Finance

Pengbo Yang, Nan Zhang

Share this Article

Downloads: 144

Research Paper, Finance, India, Volume 8 Issue 12, December 2019

Pages: 877 - 885

Impact of Behavioural Factors on Investment Decisions Making

Akshara Chadha, Cheril Mehta, Dikshant Lal, Alaknanda Lonare

Share this Article

Similar Articles with Keyword 'bounded'

Downloads: 75

Research Proposals or Synopsis, Finance, China, Volume 9 Issue 9, September 2020

Pages: 1220 - 1222

Research on Market Sentiment and Housing Price Fluctuation from the Perspective of Behavioral Finance

Pengbo Yang, Nan Zhang

Share this Article

Downloads: 161

Research Paper, Finance, Indonesia, Volume 8 Issue 1, January 2019

Pages: 1528 - 1532

The Application of Behavioral Finance in Improving the Economic Level of Poor Families

Laely Purnamasari, Nugraha

Share this Article

Similar Articles with Keyword 'rationality'

Downloads: 75

Research Proposals or Synopsis, Finance, China, Volume 9 Issue 9, September 2020

Pages: 1220 - 1222

Research on Market Sentiment and Housing Price Fluctuation from the Perspective of Behavioral Finance

Pengbo Yang, Nan Zhang

Share this Article

Downloads: 98

Research Paper, Finance, China, Volume 9 Issue 6, June 2020

Pages: 1195 - 1196

Evaluation and Teaching Index System based on Campus Virtual Currency

Yupeng Zhang, Bingjie Li, Pengbo Yang

Share this Article

Similar Articles with Keyword 'price'

Downloads: 154

Research Paper, Finance, Qatar, Volume 8 Issue 11, November 2019

Pages: 1114 - 1129

Beyond Myself: A Phenomenological Study on the Financing Decision Deeds of Overseas Filipino Workers in Qatar

Dr. Fredelito Don John A. Vallesteros, Carlisle Justin Cachuela, Andrei Anthony Y. Sanchez, Dean Daniel T. Santos, Precious Krystal V. Aguba, Juliana Claudette C. Almario, Eliza Elmira Q. Castillo, Dianne Mae B. Menez

Share this Article

Downloads: 11

Research Paper, Finance, India, Volume 10 Issue 4, April 2021

Pages: 696 - 704

Impact of COVID-19 on Stocks - An Empirical Evidence from Vaccine - Developing Pharmaceutical Companies in India and the USA

Rahul Kotecha

Share this Article

Similar Articles with Keyword 'fluctuation'

Downloads: 75

Research Proposals or Synopsis, Finance, China, Volume 9 Issue 9, September 2020

Pages: 1220 - 1222

Research on Market Sentiment and Housing Price Fluctuation from the Perspective of Behavioral Finance

Pengbo Yang, Nan Zhang

Share this Article

Downloads: 128

Research Paper, Finance, Philippines, Volume 2 Issue 8, August 2013

Pages: 420 - 422

Demonstrating Chaos on Financial Markets through a Discrete Logistic Price Dynamics

Harvey M. Niere

Share this Article

Similar Articles with Keyword 'monitoring'

Downloads: 4 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Finance, Nigeria, Volume 10 Issue 7, July 2021

Pages: 1485 - 1497

Internal Control System and Return on Assets of Manufacturing Companies Listed in Nigeria

Ogbebor Peter I., Cole Abimbola A., Akinyemi Akindimeji

Share this Article

Downloads: 94

Research Paper, Finance, Morocco, Volume 9 Issue 7, July 2020

Pages: 1429 - 1433

Financial Control of Local Authorities in Morocco

Nabil BOUCHARMOU

Share this Article

Similar Articles with Keyword 'system'

Downloads: 139 | Monthly Hits: ⮙1

Case Studies, Finance, Tunisia, Volume 8 Issue 8, August 2019

Pages: 1744 - 1749

Scoop on Tunisian Banking System Vulnerabilities and Monetary Policy Features after the Financial Crisis and Political Instability

Salha Ben Salem

Share this Article

Downloads: 125 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Finance, China, Volume 9 Issue 7, July 2020

Pages: 1331 - 1344

Impact of Age Population Structure on Transport Infrastructure Investments

Michael Kwabena Ofori

Share this Article
Top