Қор Қозғалысын Болжау

task ID: stockmovementprediction

Related Papers

Incorporating Fine-grained Events in Stock Movement Prediction

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractConsidering event structure information has proven helpful in text-based stock movement prediction. However, existing works mainly adopt the coarse-grained events, which loses the specific semantic information of diverse event types. …...

27280

News2vec: News Network Embedding with Subnode Information

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWith the development of NLP technologies, news can be automatically categorized and labeled according to a variety of characteristics, at the same time be represented as low dimensional embeddings. However, …...

9024

Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractIn the financial domain, risk modeling and profit generation heavily rely on the sophisticated and intricate stock movement prediction task. Stock forecasting is complex, given the stochastic dynamics and non-stationary …...

29775

FAST: Financial News and Tweet Based Time Aware Network for Stock Trading

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractDesigning profitable trading strategies is complex as stock movements are highly stochastic; the market is influenced by large volumes of noisy data across diverse information sources like news and social …...

42630

Fundamental Analysis based Neural Network for Stock Movement Prediction

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

Abstract“Stock movements are influenced not only by historical prices, but also by information outside the market such as social media and news about the stock or related stock. In practice, …...

3598