reviewIEEE AccessJan 1, 2022GOLD OA

A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis

University of Southern Queensland · Toowoomba Hospital

Indexed inarxivcrossrefdoaj

Abstract

Artificial Intelligence (AI) is a fast-growing area of study that stretching its presence to many business and research domains. Machine learning, deep learning, and natural language processing (NLP) are subsets of AI to tackle different areas of data processing and modelling. This review article presents an overview of AI’s impact on education outlining with current opportunities. In the education domain, student feedback data is crucial to uncover the merits and demerits of existing services provided to students. AI can assist in identifying the areas of improvement in educational infrastructure, learning management systems, teaching practices and study environment. NLP techniques play a vital role in…

Citation impact

255
total citations
FWCI
50.32
Percentile
100%
References
184
Citations per year

Authors

7

Topics & keywords

Keywords
  • Computer science
  • Automatic summarization
  • Sentiment analysis
  • Artificial intelligence
  • Ambiguity
  • Natural language processing
  • Domain (mathematical analysis)
  • Sarcasm
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