A Guide to Sentiment Analysis using NLP The data partitioning of input Tweets are conducted by Deep Embedded Clustering (DEC). Thereafter, partitioned data is subjected to MapReduce framework, which comprises of mapper and reducer phase. In the mapper phase, Bidirectional Encoder Representations from Transformers (BERT) tokenization and feature extraction are accomplished. In the reducer phase,...Read More
A review of sentiment analysis: tasks, applications, and deep learning techniques International Journal of Data Science and Analytics This study did not involve human participants, and therefore, informed consent is not applicable. The determination of linguistic borrowing directionality is fraught with complications, as noted by Haspelmath and Tadmor (2009). The absence of continuous written records...Read More
