A Hybrid Deep Learning Framework for Stock Price Prediction Considering the Investor Sentiment of Online Forum Enhanced by Popularity
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Huiyu, Hu, Junhua |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generalized Stock Price Prediction for Multiple Stocks Combined with News Fusion
by: Liao, Pei-Jun, et al.
Published: (2026)
by: Liao, Pei-Jun, et al.
Published: (2026)
Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach
by: Ni, Haowei, et al.
Published: (2024)
by: Ni, Haowei, et al.
Published: (2024)
News Sentiment Embeddings for Stock Price Forecasting
by: Qayyum, Ayaan
Published: (2025)
by: Qayyum, Ayaan
Published: (2025)
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
by: Koa, Kelvin J. L., et al.
Published: (2024)
by: Koa, Kelvin J. L., et al.
Published: (2024)
Multimodal Stock Price Prediction: A Case Study of the Russian Securities Market
by: Khubiev, Kasymkhan, et al.
Published: (2025)
by: Khubiev, Kasymkhan, et al.
Published: (2025)
Stock Price Prediction and Traditional Models: An Approach to Achieve Short-, Medium- and Long-Term Goals
by: Alamu, Opeyemi Sheu, et al.
Published: (2024)
by: Alamu, Opeyemi Sheu, et al.
Published: (2024)
SARF: Enhancing Stock Market Prediction with Sentiment-Augmented Random Forest
by: Talazadeh, Saber, et al.
Published: (2024)
by: Talazadeh, Saber, et al.
Published: (2024)
Event-Aware Sentiment Factors from LLM-Augmented Financial Tweets: A Transparent Framework for Interpretable Quant Trading
by: Wang, Yueyi, et al.
Published: (2025)
by: Wang, Yueyi, et al.
Published: (2025)
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?
by: Zhang, Haohan, et al.
Published: (2023)
by: Zhang, Haohan, et al.
Published: (2023)
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights
by: Zhu, Enmin, et al.
Published: (2024)
by: Zhu, Enmin, et al.
Published: (2024)
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction
by: Wang, Shengkun, et al.
Published: (2024)
by: Wang, Shengkun, et al.
Published: (2024)
MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU
by: Zhu, Peng, et al.
Published: (2024)
by: Zhu, Peng, et al.
Published: (2024)
StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction
by: Wang, Shengkun, et al.
Published: (2024)
by: Wang, Shengkun, et al.
Published: (2024)
Deep Learning vs. Black-Scholes: Option Pricing Performance on Brazilian Petrobras Stocks
by: Gueiros, Joao Felipe, et al.
Published: (2025)
by: Gueiros, Joao Felipe, et al.
Published: (2025)
A Novel Decision Ensemble Framework: Customized Attention-BiLSTM and XGBoost for Speculative Stock Price Forecasting
by: Din, Riaz Ud, et al.
Published: (2024)
by: Din, Riaz Ud, et al.
Published: (2024)
Multimodal Stock Price Prediction
by: Karadaş, Furkan, et al.
Published: (2025)
by: Karadaş, Furkan, et al.
Published: (2025)
Comparative Analysis of LSTM, GRU, and Transformer Models for Stock Price Prediction
by: Xiao, Jue, et al.
Published: (2024)
by: Xiao, Jue, et al.
Published: (2024)
News-Driven Stock Price Forecasting in Indian Markets: A Comparative Study of Advanced Deep Learning Models
by: Attaluri, Kaushal, et al.
Published: (2024)
by: Attaluri, Kaushal, et al.
Published: (2024)
Why Regression? Binary Encoding Classification Brings Confidence to Stock Market Index Price Prediction
by: Jiang, Junzhe, et al.
Published: (2025)
by: Jiang, Junzhe, et al.
Published: (2025)
PriceSeer: Evaluating Large Language Models in Real-Time Stock Prediction
by: Liang, Bohan, et al.
Published: (2025)
by: Liang, Bohan, et al.
Published: (2025)
Exploiting Supply Chain Interdependencies for Stock Return Prediction: A Full-State Graph Convolutional LSTM
by: Liu, Chang
Published: (2023)
by: Liu, Chang
Published: (2023)
Advancing Exchange Rate Forecasting: Leveraging Machine Learning and AI for Enhanced Accuracy in Global Financial Markets
by: Rahat, Md. Yeasin, et al.
Published: (2025)
by: Rahat, Md. Yeasin, et al.
Published: (2025)
Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models
by: Lopez-Lira, Alejandro, et al.
Published: (2023)
by: Lopez-Lira, Alejandro, et al.
Published: (2023)
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU
by: Zhu, Peng, et al.
Published: (2024)
by: Zhu, Peng, et al.
Published: (2024)
Enhancing Black-Scholes Delta Hedging via Deep Learning
by: Qiao, Chunhui, et al.
Published: (2024)
by: Qiao, Chunhui, et al.
Published: (2024)
Mitigating Distribution Shift in Stock Price Data via Return-Volatility Normalization for Accurate Prediction
by: Lee, Hyunwoo, et al.
Published: (2025)
by: Lee, Hyunwoo, et al.
Published: (2025)
Impact of LLMs news Sentiment Analysis on Stock Price Movement Prediction
by: Siala, Walid, et al.
Published: (2026)
by: Siala, Walid, et al.
Published: (2026)
Dynamic Factor Analysis of Price Movements in the Philippine Stock Exchange
by: Lim, Brian Godwin, et al.
Published: (2025)
by: Lim, Brian Godwin, et al.
Published: (2025)
Mamba Outpaces Reformer in Stock Prediction with Sentiments from Top Ten LLMs
by: Kadiyala, Lokesh Antony, et al.
Published: (2025)
by: Kadiyala, Lokesh Antony, et al.
Published: (2025)
CreditARF: A Framework for Corporate Credit Rating with Annual Report and Financial Feature Integration
by: Shi, Yumeng, et al.
Published: (2025)
by: Shi, Yumeng, et al.
Published: (2025)
A Study on Stock Forecasting Using Deep Learning and Statistical Models
by: Gupta, Himanshu, et al.
Published: (2024)
by: Gupta, Himanshu, et al.
Published: (2024)
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications
by: Konstantinidis, Thanos, et al.
Published: (2024)
by: Konstantinidis, Thanos, et al.
Published: (2024)
Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure
by: Hong, Yuxi
Published: (2025)
by: Hong, Yuxi
Published: (2025)
Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis
by: Sonani, Meet Satishbhai, et al.
Published: (2025)
by: Sonani, Meet Satishbhai, et al.
Published: (2025)
Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach
by: Shobayo, Olamilekan, et al.
Published: (2024)
by: Shobayo, Olamilekan, et al.
Published: (2024)
Adaptive Temporal Fusion Transformers for Cryptocurrency Price Prediction
by: Peik, Arash, et al.
Published: (2025)
by: Peik, Arash, et al.
Published: (2025)
Stock Market Prediction Using Node Transformer Architecture Integrated with BERT Sentiment Analysis
by: Ridhawi, Mohammad Al, et al.
Published: (2026)
by: Ridhawi, Mohammad Al, et al.
Published: (2026)
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
by: Sarmah, Bhaskarjit, et al.
Published: (2024)
by: Sarmah, Bhaskarjit, et al.
Published: (2024)
FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs
by: Iacovides, Giorgos, et al.
Published: (2025)
by: Iacovides, Giorgos, et al.
Published: (2025)
Enhancing Cryptocurrency Sentiment Analysis with Multimodal Features
by: Liu, Chenghao, et al.
Published: (2025)
by: Liu, Chenghao, et al.
Published: (2025)
Similar Items
-
Generalized Stock Price Prediction for Multiple Stocks Combined with News Fusion
by: Liao, Pei-Jun, et al.
Published: (2026) -
Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach
by: Ni, Haowei, et al.
Published: (2024) -
News Sentiment Embeddings for Stock Price Forecasting
by: Qayyum, Ayaan
Published: (2025) -
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
by: Koa, Kelvin J. L., et al.
Published: (2024) -
Multimodal Stock Price Prediction: A Case Study of the Russian Securities Market
by: Khubiev, Kasymkhan, et al.
Published: (2025)