articleJournal Of Big DataJan 13, 2023GOLD OA

A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis

Lovely Professional University · Symbiosis International University

PubMed
Indexed incrossrefdoajpubmed

Abstract

There is an exponential growth in textual content generation every day in today's world. In-app messaging such as Telegram and WhatsApp, social media websites such as Instagram and Facebook, e-commerce websites like Amazon, Google searches, news publishing websites, and a variety of additional sources are the possible suppliers. Every instant, all these sources produce massive amounts of text data. The interpretation of such data can help business owners analyze the social outlook of their product, brand, or service and take necessary steps. The development of a consumer review summarization model using Natural Language Processing (NLP) techniques and Long short-term memory (LSTM) to present summarized data…

Citation impact

218
total citations
FWCI
36.04
Percentile
100%
References
50
Citations per year

Authors

2

Topics & keywords

Keywords
  • Computer science
  • Sentiment analysis
  • Automatic summarization
  • Artificial intelligence
  • Classifier (UML)
  • Social media
  • Machine learning
  • Precision and recall
UN Sustainable Development Goals
  • Quality Education
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