A scalable streaming big data architecture for real-time sentiment analysis

S Ayvaz, MO Shiha - Proceedings of the 2018 2nd international …, 2018 - dl.acm.org
The systems with a short window of opportunity for actions and decisions require developing
solutions providing real-time streaming analytics. Real-time big data streaming analytics is a …

Lstm based sentiment analysis for cryptocurrency prediction

X Huang, W Zhang, X Tang, M Zhang… - Database Systems for …, 2021 - Springer
Recent studies in big data analytics and natural language processing develop automatic
techniques in analyzing sentiment in the social media information. In addition, the growing …

Cryptocurrency price prediction using social media sentiment analysis

S Oikonomopoulos, K Tzafilkou… - … & Applications (IISA), 2022 - ieeexplore.ieee.org
In a paper that was anonymously published and signed by the pseudonym Satoshi
Nakamoto, Bitcoin was introduced to the world. Due to its enormous success, a great …

Social media sentiment analysis for cryptocurrency market prediction

A Raheman, A Kolonin, I Fridkins, I Ansari… - arXiv preprint arXiv …, 2022 - arxiv.org
In this paper, we explore the usability of different natural language processing models for the
sentiment analysis of social media applied to financial market prediction, using the …

Forecasting price of cryptocurrencies using tweets sentiment analysis

A Jain, S Tripathi, HD Dwivedi… - 2018 eleventh …, 2018 - ieeexplore.ieee.org
The problem is to find a method to predict the two-hour price of cryptocurrencies on the basis
of the Social Factors, which are increasingly used for online transactions worldwide. The few …

A framework for real-time sentiment analysis of big data generated by social media platforms

K Fahd, S Parvin… - 2021 31st international …, 2021 - ieeexplore.ieee.org
Sentiment and Opinion analysis have been of significant interest with the possibilities of
creating more meaningful business analytics from using data sources such as social media …

Tweet sentiment analysis for cryptocurrencies

E Şaşmaz, FB Tek - 2021 6th international conference on …, 2021 - ieeexplore.ieee.org
Many traders believe in and use Twitter tweets to guide their daily cryptocurrency trading. In
this project, we investigated the feasibility of automated sentiment analysis for …

Predicting cryptocurrency value using sentiment analysis

A Inamdar, A Bhagtani, S Bhatt… - … conference on intelligent …, 2019 - ieeexplore.ieee.org
This paper cross validates thesis given by few authors on the impact of social media on
cryptocurrency prices. Initially, the focus is on the Bitcoin, later on, a similar model can be …

KryptoOracle: a real-time cryptocurrency price prediction platform using twitter sentiments

S Mohapatra, N Ahmed… - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Cryptocurrencies, such as Bitcoin, are becoming increasingly popular, having been widely
used as an exchange medium in areas such as financial transaction and asset transfer …

Sentiment analytics for crypto pre and post covid: topic modeling

DN Dwivedi, A Vemareddy - International Conference on Distributed …, 2023 - Springer
Sentiment analysis for Bitcoins and Cryptocurrency is an excellent way to understand how to
make smart investment decisions. It provides broad market insights that can be useful for …