TY - GEN
T1 - Use of Expert System in Requirements Engineering Process A Systematic Literature Review
AU - Haq, Bushra
AU - Nadeem, Muhammad
AU - Ali, Imran
AU - Ali, Kamran
AU - Raza, Mohsin
AU - Rehmanr, Masood Ur
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/8
Y1 - 2019/8
N2 - Requirements Engineering (RE) process deals with elicitation, analysis, negotiation, validation, management, and documentation of requirements. Several artificial intelligence (AI) based approaches have been proposed to automate RE activities. However, the requirements engineering community still lacks a comprehensive understanding on how expert system are used in RE process. The objectives of this study are (1) to explore the different AI approaches which are employed in requirements engineering, (2) to identify the main phases addressed by these approaches, (3) to identify AI tools that used in RE process, and (4) we tried to find the contributions and the benefits of applying expert system in RE. We found that expert system can partially facilitate the RE process, however no expert system can fully automate the RE process.
AB - Requirements Engineering (RE) process deals with elicitation, analysis, negotiation, validation, management, and documentation of requirements. Several artificial intelligence (AI) based approaches have been proposed to automate RE activities. However, the requirements engineering community still lacks a comprehensive understanding on how expert system are used in RE process. The objectives of this study are (1) to explore the different AI approaches which are employed in requirements engineering, (2) to identify the main phases addressed by these approaches, (3) to identify AI tools that used in RE process, and (4) we tried to find the contributions and the benefits of applying expert system in RE. We found that expert system can partially facilitate the RE process, however no expert system can fully automate the RE process.
KW - Artificial Intelligence
KW - Expert Systems
KW - Knowledge Based Systems
KW - Ontology
KW - Requirements Engineering
UR - http://www.scopus.com/inward/record.url?scp=85074910241&partnerID=8YFLogxK
U2 - 10.1109/UCET.2019.8881880
DO - 10.1109/UCET.2019.8881880
M3 - Conference contribution
AN - SCOPUS:85074910241
T3 - 2019 UK/China Emerging Technologies, UCET 2019
BT - 2019 UK/China Emerging Technologies, UCET 2019
PB - The Institute of Electrical and Electronics Engineers (IEEE)
T2 - 2019 UK/China Emerging Technologies, UCET 2019
Y2 - 21 August 2019 through 22 August 2019
ER -