Citation

Antaputra, Albertus M. M. and Lim, Tek Yong (2024) A Systematic Literature Review on Agile Requirements Engineering and Artificial Intelligence. In: 2024 22nd International Conference on ICT and Knowledge Engineering (ICT&KE), 20-22 November 2024, Bangkok, Thailand.

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Abstract

The iterative nature of agile requirements engineering often requires considerable time and effort. Research on automation processes with artificial intelligence for agile requirements engineering practices has gained popularity in recent years. The objective of this study is to conduct a systematic literature review and report the current state of artificial intelligence integration in agile requirements engineering. 24 papers were selected for the analysis. From the papers included in the study, it was found that the most popular requirements engineering activity currently being researched with artificial intelligence is requirement analysis and documentation, with natural language processing tools combined with machine learning as the most used artificial intelligence tool. The levels of automation were still mostly at level 3 and level 4. Similar to related works, this indicates that the implementation of agile requirement engineering largely depends on humans.

Item Type:	Conference or Workshop Item (Paper)
Uncontrolled Keywords:	Agile requirement engineering, artificial intelligence, systematic literature review
Subjects:	Q Science > Q Science (General) > Q300-390 Cybernetics T Technology > TA Engineering (General). Civil engineering (General) > TA329-348 Engineering mathematics. Engineering analysis
Divisions:	Faculty of Computing and Informatics (FCI)
Depositing User:	Ms Nurul Iqtiani Ahmad
Date Deposited:	06 Feb 2025 02:49
Last Modified:	06 Feb 2025 02:50
URII:	http://shdl.mmu.edu.my/id/eprint/13357

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