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Multi-Lexicon Classification and Valence-Based Sentiment Analysis as Features for Deep Neural Stock Price Prediction

The goal of the work is to enhance existing financial market forecasting frameworks by including an additional factor–in this example, a collection of carefully chosen tweets—into a long-short repetitive neural channel. In order to produce attributes for such a forecast, this research used a unique...

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Principais autores: Shubashini Rathina Velu, Vinayakumar Ravi, Kayalvily Tabianan
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-02-01
Serier:Sci
Fag:
stock price
sentimental analysis
multi-lexicon
valence
long short-term memory
in-depth knowledge
Online adgang:https://www.mdpi.com/2413-4155/5/1/8
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