Journal Of Big Data • Vol 11 • No 1
Analysis of customer reviews with an improved VADER lexicon classifier
January 2024 • Kousik Barik, Sanjay Misra
Abstract Background The importance of customer reviews in determining satisfaction has significantly increased in the digital marketplace. Using sentiment analysis in customer reviews has immense potential but encounters challenges owing to domain heterogeneity. The sentiment orientation of words varies by domain; however, comprehending domain-specific sentiment reviews remains a significant constraint. Aim This study proposes an Improved VADER (IVADER) lexicon-based classification model to evaluate customer senti…