- Title
- Machine Learning Applications in Higher Education Services: Perspectives of Student Academic Performance
- Creator
- Fahd, Kiran; Miah, Shah J.
- Relation
- Machine Learning in Educational Sciences: Approaches, Applications and Advances p. 31-45
- Publisher Link
- http://dx.doi.org/10.1007/978-981-99-9379-6_3
- Publisher
- Springer
- Resource Type
- book chapter
- Date
- 2024
- Description
- Artificial Intelligence (AI) offers new technical reality in driving inno-vations across service sectors in areas of human societies. The application of AI has shown a profound impact for transforming key practices, including in the Higher Education (HE) sector. The presence of AI in the HE sector is already widely acknowl-edged for playing a pivotal role and potentiality in transforming process, policy and practices of the HE landscape. This chapter presents a contemporary overview of Artificial Intelligence applications to provide top trends in current AI in HE litera-ture. The main objective of this chapter is to identify emerging directions of current AI applications in HE from the latest and existing studies in this domain. We studied and analyzed 10 existing case studies as representative samples of AI in HE. The analysis provided insights about the current trend and revealed the topic areas and themes that would be of paramount significance for HE stakeholders.
- Subject
- machine learning; higher educations; learning management; student performance; SDG 4; Sustainable Development Goal
- Identifier
- http://hdl.handle.net/1959.13/1518592
- Identifier
- uon:57328
- Identifier
- ISBN:9789819993789
- Language
- eng
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