News impact on stock price return via sentiment analysis
Financial news articles are believed to have impacts on stock price return. Previous works
model news pieces in bag-of-words space, which analyzes the latent relationship between …
model news pieces in bag-of-words space, which analyzes the latent relationship between …
[PDF][PDF] Recommender systems meet finance: a literature review
D Zibriczky12 - … 2nd Int. Workshop Personalization Recommender Syst, 2016 - fardapaper.ir
The present work overviews the application of recommender systems in various financial
domains. The relevant literature is investigated based on two directions. First, a domain …
domains. The relevant literature is investigated based on two directions. First, a domain …
SEntFiN 1.0: Entity‐aware sentiment analysis for financial news
Fine‐grained financial sentiment analysis on news headlines is a challenging task requiring
human‐annotated datasets to achieve high performance. Limited studies have tried to …
human‐annotated datasets to achieve high performance. Limited studies have tried to …
Empirical analysis: stock market prediction via extreme learning machine
How to predict stock price movements based on quantitative market data modeling is an
attractive topic. In front of the market news and stock prices that are commonly believed as …
attractive topic. In front of the market news and stock prices that are commonly believed as …
Retailer energy management of electric energy by combining demand response and hydrogen storage systems, renewable sources and electric vehicles
The increasing pollution caused by conventional cars and the problems caused by the use
of fossil fuels have drawn the attention of researchers and manufacturers to the design of …
of fossil fuels have drawn the attention of researchers and manufacturers to the design of …
Newscats: A news categorization and trading system
MA Mittermayer, GF Knolmayer - Sixth international conference …, 2006 - ieeexplore.ieee.org
NewsCATS is an automated text categorization (ATC) prototype using a hand-made
thesaurus to forecast intraday stock price trends from information contained in press …
thesaurus to forecast intraday stock price trends from information contained in press …
Does summarization help stock prediction? A news impact analysis
The authors study the problem of how news summarization can help stock price prediction,
proposing a generic stock price prediction framework to enable the use of different external …
proposing a generic stock price prediction framework to enable the use of different external …
Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices information
The interaction between stock price process and market news has been widely analyzed by
investors on different markets. Previous works, however, focus either on market news purely …
investors on different markets. Previous works, however, focus either on market news purely …
Mining financial news for major events and their impacts on the market
A Mahajan, L Dey, SM Haque - 2008 IEEE/WIC/ACM …, 2008 - ieeexplore.ieee.org
In this paper we have proposed a stock market analysis system that analyzes financial news
items to identify and characterize major events that impact the market. The events have been …
items to identify and characterize major events that impact the market. The events have been …
Automated trading with boosting and expert weighting
We propose a multi-stock automated trading system that relies on a layered structure
consisting of a machine learning algorithm, an online learning utility, and a risk management …
consisting of a machine learning algorithm, an online learning utility, and a risk management …