Stock Trend Prediction using Deep Neural Networks in Time Series and Social Sentiment Analysis

Ravichandran, P.; Rose, J.; Vijayakumar, K.

Stock Trend Prediction using Deep Neural Networks in Time Series and Social Sentiment Analysis

Ravichandran, P. and Rose, J. and Vijayakumar, K. (2021) Stock Trend Prediction using Deep Neural Networks in Time Series and Social Sentiment Analysis. In: Proceedings of the First International Conference on Advanced Scientific Innovation in Science, Engineering and Technology, ICASISET 2020, 16-17 May 2020, Chennai, India.

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Abstract

In this paper, we propose an approach towards predicting the trend of stock price values by analyzing the relevant words occurring in social media like Twitter and by performing a time series analysis of the performance of the stock over the years. We obtain training data and train them separately a

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 14:00
Last Modified:	17 Apr 2026 09:30
URI:	http://eprints.eai.eu/id/eprint/32709

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