A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis
University of Southern Queensland · Toowoomba Hospital
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
- FWCI
- 50.32
- Percentile
- 100%
- References
- 184
Authors
7- TSThanveer ShaikCorresponding
University of Southern Queensland, Toowoomba Hospital
- XTXiaohui Tao
University of Southern Queensland, Toowoomba Hospital
- YLYan Li
University of Southern Queensland, Toowoomba Hospital
- CDChristopher Dann
University of Southern Queensland
- JMJacquie McDonald
University of Southern Queensland
Topics & keywords
- Computer science
- Automatic summarization
- Sentiment analysis
- Artificial intelligence
- Ambiguity
- Natural language processing
- Domain (mathematical analysis)
- Sarcasm