Impact Factor (2025): 6.9
DOI Prefix: 10.47001/IRJIET
In this
paper, we present a review of Natural Language Processing (NLP) techniques for
opinion mining. First, we introduce genetic algorithm for feature selection ANN
used for classifier many researchers are proposing new ideas, models, applying
machine learning algorithms, and more as a result of web mining and web usage
mining. Internet use has expanded to practically all types of applications,
including e-commerce. E-commerce enables consumers/customers to purchase things
online, while web analytics enables website administrators to determine which
products sell the most. In many e-commerce decision-making jobs, opinion mining
is the key to analytics. A dataset of product reviews, such as books, DVDs,
electronics, and kitchen appliances, is obtained. Genetic Algorithm is used to
identify the features to perform opinion mining. The measures for measuring the
performance of the proposed work are accuracy and F-measure. There is a
comparison between domain-specific and domain-dependent words. The suggested work
outperforms the existing work in terms of the chosen performance indicators,
according to the findings.
Country : India
IRJIET, Volume 7, Issue 2, February 2023 pp. 80-85