Semantic analysis score as input to LSTM model for improving stock price prediction accuracy
It is possible. Your problem will then become multivariate, where on top of the opening price for a particular day, you would also add a sentiment score for that day.
LSTM can handle multiple inputs natively, so there shouldn't be much for you to change.