Publications

📝 Study on Sentiment & Opinion for 'Review Text' Corpus (Published on ICCIIoT, 2018)

Team: Bhattacharya, Supratim and Goswami, Saberi and Poray, Jayanta and Bose, Rounak and Das, Amit

Supervisor: Dr. Jayanta Poray, HOD, CSE Dept. Techno India University, West Bengal

• put up the challenge and ensured the conversion of unstructured data to semi-structured.

• analyzed Sentiments regular micro-blogs and reviews.

• performed a linguistic analysis from our data corpus and we showed how to build a sentiment classifier that uses the collected corpus as the training data.

📝 Risk Analysis for Long-Term Stock Market Trend Prediction (Published on ICACDS 2019)

Team: Bose R., Das A., Poray J., Bhattacharya S

Supervisor: Dr. Jayanta Poray, HOD, CSE Dept. Techno India University, West Bengal

• Linear regression, Ridge regression, Bayesian Ridge regression, Lasso regression, and FBProphet forecasting models were used and compared to predict stock market prices for a particular dataset with a benchmark accuracy

• based on the used forecasting models, we had devised a new risk function for long-term stock market predictions