(PDF) Stock Markets: An Overview and A Literature Review
A stock exchange, also called a securities exchange or. bourse is the name given to the facility for engaging in buying and selling of shares of. stock or bonds or other financial instruments. For ...
Review Machine learning techniques and data for stock market
1. Introduction. The average person's interest in the stock market has experienced an exponential growth over the last few decades (Badolia, 2016).Hence, it is unsurprising that assets worth billions of dollars are traded on stock exchanges every day (Hoseinzade & Haratizadeh, 2019), with investors acting on the market with the desire to achieve a profit over their investment horizon.
Stock market prediction using artificial intelligence: A systematic
Introduction. Predicting the stock market is challenging yet crucial for investors, traders, and researchers. Various methods, including mathematical, statistical, and Artificial Intelligence (AI) techniques, have been proposed to forecast stock prices and outperform the market. ... This paper introduces a meta-review, a systematic review of ...
A systematic review of fundamental and technical analysis of stock
The stock market is a key pivot in every growing and thriving economy, and every investment in the market is aimed at maximising profit and minimising associated risk. As a result, numerous studies have been conducted on the stock-market prediction using technical or fundamental analysis through various soft-computing techniques and algorithms. This study attempted to undertake a systematic ...
Application of Artificial Intelligence in Stock Market ...
The stock market is characterized by extreme fluctuations, non-linearity, and shifts in internal and external environmental variables. Artificial intelligence (AI) techniques can detect such non-linearity, resulting in much-improved forecast results. This paper reviews 148 studies utilizing neural and hybrid-neuro techniques to predict stock markets, categorized based on 43 auto-coded themes ...
Stock Market Volatility and Return Analysis: A Systematic Literature
Introduction. In the context of economic globalization, especially after the impact of the contemporary international financial crisis, the stock market has experienced unprecedented fluctuations. ... The focus of the research is to study stock market return and volatility analysis by GARCH family model. Research paper must be written in ...
A systematic review of stock market prediction using machine learning
This paper provides research on the various strategies used in stock market divisions divided by mathematical strategies and ML strategies. The purpose behind this survey is to classifying the current techniques related to adapted methodologies, used various datasets, performance matrices, and applying techniques, most dominant journals using ...
(PDF) STOCK MARKET ANALYSIS
a) stock market introduction The stock market is nothing but a coll ection of markets and exchang es where activities such as buying, selling, and issuance of shares of publicly-held companies occur.
PDF A Study on Investors Perception towards the Stock Market
Stock Market, Investor perception, Retail, India, BSE, NSE. 1. Introduction ... behaviour of each investor cannot be ignored by the stock market regulators. The above research is designed to understand and identify the factors that influence the behaviour and attitude of a commercial investor. The ... Paper ID: SR21225151805 DOI: 10.21275 ...
Short-term stock market price trend prediction using a ...
In the era of big data, deep learning for predicting stock market prices and trends has become even more popular than before. We collected 2 years of data from Chinese stock market and proposed a comprehensive customization of feature engineering and deep learning-based model for predicting price trend of stock markets. The proposed solution is comprehensive as it includes pre-processing of ...
PDF Stock Market and Investment: Is the Market a Sideshow?
ion between stock returns and subsequent invest- ment. The first says that the stock marketis a passive predictorof future activity t. at managersdo not rely on to make investmentdecisions. The second theory says that, in makinginvestment decisions, managersrely on the stock marketas a source of information,wh.
Impact of COVID-19 Outbreak on the Stock Market: An Evidence from
First, investing in the Mexican stock market will give a robust return in a pandemic like COVID-19 as it generated a positive return comparatively (see Table 4). Second, every economic crisis brings an opportunity. Hence, one should invest during such a time to capitalize on the opportunities created by the downfall of the stock market.
(PDF) EXPLORING THE RISE OF STOCK MARKET AWARENESS IN ...
This research paper aims to examine the current state of stock exchange awareness in India and identify various key factors that discourage investors from the stock market. ... Introduction The ...
IJFS
The financial sector has greatly impacted the monetary well-being of consumers, traders, and financial institutions. In the current era, artificial intelligence is redefining the limits of the financial markets based on state-of-the-art machine learning and deep learning algorithms. There is extensive use of these techniques in financial instrument price prediction, market trend analysis ...
Systematic analysis and review of stock market ...
Here, 56% of the research papers are based on Fuzzy based system, 19% of papers used Filtering, 19% of papers utilized optimization techniques, and 6% of papers adapted the K-means clustering. Thus, it can be noticed that the fuzzy-based technique was utilized in more research papers for stock market prediction.
PDF "The Study on Perception of Investor Towards Indian Stock Market"
INTRODUCTION The stock market has been around since 12th century in France under a different name. The stocks market ... being stock market investors. The research paper observes that only 10 % of the respondents intended to stay invested into the stock market for a period of more than 5 years. In other words, the research paper observed
Stock Market Liquidity: A Literature Review
The purpose of this study is to identify the key aspects that have been studied in the area of stock market liquidity, accumulate their important findings, and also provide a quantitative categorization of reviewed literature that will facilitate in conducting further research. The study analyzes relevant research papers published after the ...
Perceptions of Women Investors in Relation to Stock Market
Financial planning is becoming imperative for women now. The Indian capital market also makes initiative steps to motivate women investors in stock market. This shows a gradual increase and interest of women investors to participate in trade practices and also show their success in the investment.
(PDF) Stock Market Analysis Using Deep Learning
The aim of stock market analysis using deep learning is to. leverage the capabilities of deep neural networks to predict and. gain insights into the financial markets, make investment. decisions ...
Machine learning approaches in stock market prediction: A systematic
Introduction Predicting the stock market is a complex task, and many factors influence the market. Therefore, before investing in a stock, investors perform two types of analysis. First is the fundamental analysis. For example, investors look at * Corresponding author. ... Surprisingly, the year with the highest number of research papers ...
Sumitomo Mitsui Trust Holdings Inc. Sells 132,378 Shares of
Sumitomo Mitsui Trust Holdings Inc. trimmed its holdings in shares of International Paper (NYSE:IP - Free Report) by 13.0% in the second quarter, according to the company in its most recent filing with the Securities and Exchange Commission.The firm owned 888,199 shares of the basic materials company's stock after selling 132,378 shares during the period.
A Study of Students Stock Market Participation and Awareness
participation and stock market awareness, a s described by t he co rrelation coefficient, which is close to 0.5. This study a ims to understand the relationship between these t wo variables. In ...
Harris' plan to stop price gouging could create more problems than it
Research from the San Francisco Federal Reserve suggests alleged corporate price gouging ... Most stock quote data provided by BATS. US market indices are shown in real time, except for the S&P ...
THE IMPACT OF STOCK MARKET ON INDIAN ECONOMY Introduction
India would third largest econom y of the world. It will grow to 60% of size of the US economy. This booming economy of today has to pass through many phases before it can achieve the. current ...
(PDF) Indian stock market
Recent Trends in Multi-Disciplinary Resea rch, Vol-1, 2022. Abstract: The lure of creating huge money in a short time has always attracted. investors into investing money in stock markets. However ...
COMMENTS
A stock exchange, also called a securities exchange or. bourse is the name given to the facility for engaging in buying and selling of shares of. stock or bonds or other financial instruments. For ...
1. Introduction. The average person's interest in the stock market has experienced an exponential growth over the last few decades (Badolia, 2016).Hence, it is unsurprising that assets worth billions of dollars are traded on stock exchanges every day (Hoseinzade & Haratizadeh, 2019), with investors acting on the market with the desire to achieve a profit over their investment horizon.
Introduction. Predicting the stock market is challenging yet crucial for investors, traders, and researchers. Various methods, including mathematical, statistical, and Artificial Intelligence (AI) techniques, have been proposed to forecast stock prices and outperform the market. ... This paper introduces a meta-review, a systematic review of ...
The stock market is a key pivot in every growing and thriving economy, and every investment in the market is aimed at maximising profit and minimising associated risk. As a result, numerous studies have been conducted on the stock-market prediction using technical or fundamental analysis through various soft-computing techniques and algorithms. This study attempted to undertake a systematic ...
The stock market is characterized by extreme fluctuations, non-linearity, and shifts in internal and external environmental variables. Artificial intelligence (AI) techniques can detect such non-linearity, resulting in much-improved forecast results. This paper reviews 148 studies utilizing neural and hybrid-neuro techniques to predict stock markets, categorized based on 43 auto-coded themes ...
Introduction. In the context of economic globalization, especially after the impact of the contemporary international financial crisis, the stock market has experienced unprecedented fluctuations. ... The focus of the research is to study stock market return and volatility analysis by GARCH family model. Research paper must be written in ...
This paper provides research on the various strategies used in stock market divisions divided by mathematical strategies and ML strategies. The purpose behind this survey is to classifying the current techniques related to adapted methodologies, used various datasets, performance matrices, and applying techniques, most dominant journals using ...
a) stock market introduction The stock market is nothing but a coll ection of markets and exchang es where activities such as buying, selling, and issuance of shares of publicly-held companies occur.
Stock Market, Investor perception, Retail, India, BSE, NSE. 1. Introduction ... behaviour of each investor cannot be ignored by the stock market regulators. The above research is designed to understand and identify the factors that influence the behaviour and attitude of a commercial investor. The ... Paper ID: SR21225151805 DOI: 10.21275 ...
In the era of big data, deep learning for predicting stock market prices and trends has become even more popular than before. We collected 2 years of data from Chinese stock market and proposed a comprehensive customization of feature engineering and deep learning-based model for predicting price trend of stock markets. The proposed solution is comprehensive as it includes pre-processing of ...
ion between stock returns and subsequent invest- ment. The first says that the stock marketis a passive predictorof future activity t. at managersdo not rely on to make investmentdecisions. The second theory says that, in makinginvestment decisions, managersrely on the stock marketas a source of information,wh.
First, investing in the Mexican stock market will give a robust return in a pandemic like COVID-19 as it generated a positive return comparatively (see Table 4). Second, every economic crisis brings an opportunity. Hence, one should invest during such a time to capitalize on the opportunities created by the downfall of the stock market.
This research paper aims to examine the current state of stock exchange awareness in India and identify various key factors that discourage investors from the stock market. ... Introduction The ...
The financial sector has greatly impacted the monetary well-being of consumers, traders, and financial institutions. In the current era, artificial intelligence is redefining the limits of the financial markets based on state-of-the-art machine learning and deep learning algorithms. There is extensive use of these techniques in financial instrument price prediction, market trend analysis ...
Here, 56% of the research papers are based on Fuzzy based system, 19% of papers used Filtering, 19% of papers utilized optimization techniques, and 6% of papers adapted the K-means clustering. Thus, it can be noticed that the fuzzy-based technique was utilized in more research papers for stock market prediction.
INTRODUCTION The stock market has been around since 12th century in France under a different name. The stocks market ... being stock market investors. The research paper observes that only 10 % of the respondents intended to stay invested into the stock market for a period of more than 5 years. In other words, the research paper observed
The purpose of this study is to identify the key aspects that have been studied in the area of stock market liquidity, accumulate their important findings, and also provide a quantitative categorization of reviewed literature that will facilitate in conducting further research. The study analyzes relevant research papers published after the ...
Financial planning is becoming imperative for women now. The Indian capital market also makes initiative steps to motivate women investors in stock market. This shows a gradual increase and interest of women investors to participate in trade practices and also show their success in the investment.
The aim of stock market analysis using deep learning is to. leverage the capabilities of deep neural networks to predict and. gain insights into the financial markets, make investment. decisions ...
Introduction Predicting the stock market is a complex task, and many factors influence the market. Therefore, before investing in a stock, investors perform two types of analysis. First is the fundamental analysis. For example, investors look at * Corresponding author. ... Surprisingly, the year with the highest number of research papers ...
Sumitomo Mitsui Trust Holdings Inc. trimmed its holdings in shares of International Paper (NYSE:IP - Free Report) by 13.0% in the second quarter, according to the company in its most recent filing with the Securities and Exchange Commission.The firm owned 888,199 shares of the basic materials company's stock after selling 132,378 shares during the period.
participation and stock market awareness, a s described by t he co rrelation coefficient, which is close to 0.5. This study a ims to understand the relationship between these t wo variables. In ...
Research from the San Francisco Federal Reserve suggests alleged corporate price gouging ... Most stock quote data provided by BATS. US market indices are shown in real time, except for the S&P ...
India would third largest econom y of the world. It will grow to 60% of size of the US economy. This booming economy of today has to pass through many phases before it can achieve the. current ...
Recent Trends in Multi-Disciplinary Resea rch, Vol-1, 2022. Abstract: The lure of creating huge money in a short time has always attracted. investors into investing money in stock markets. However ...