An Advanced Approach of Sentiment Analysis of Big Data Using Machine Learning Approach
Keywords:
Sentiment analysis, Big data, Machine learning, Deep learning, Natural language processing, Social media analytics, Data mining, Artificial intelligence, Text classification, Opinion miningAbstract
Sentiment analysis has emerged as a critical component of big data analytics, enabling organizations toextract meaningful insights from vast amounts of unstructured textual data. This research presents anadvanced approach to sentiment analysis using machine learning techniques specifically designed for big data environments. The exponential growth of social media
References
Ahamad, R., & Mishra, K.N. (2025). Exploring sentiment analysis in handwritten and E-text documents using advanced machine learning techniques: a novel approach. Journal of Big Data, 12(1), 11. Available at: https://journalofbigdata.springeropen.com/articles/10.1186/s40537-025-01064-2
Penfriend AI. (2024). Sentiment Analysis: A Comprehensive, Data-Backed Guide For 2024. Retrieved from https://penfriend.ai/blog/sentiment-analysis


