TY - GEN
T1 - Effective usage of AI technique for requirement change management practices
AU - Naz, Hummera
AU - Motla, Yasir Hafeez
AU - Asghar, Sohail
AU - Abbas, Muhammad Azeem
AU - Khatoon, Asma
PY - 2013/9/5
Y1 - 2013/9/5
N2 - Requirements change management is a vital activity of the software development and even after maintenance. When we change one requirement it effects the other requirements of the system. A proper impact analysis maintains a repository of changing requirement, reusing previous experiences and reduces rework effort, is also essential for better requirement change management. There is also a need of a technique which improves requirement change management in a better way. In this paper, a model has been introduced which integrates Requirement Change Management and CBR (Case Based Reasoning) technique. Expert review method is used to evaluate our research. This frame work gives a better approach which manages requirement changes to the system. Our research outcome, i.e. the CBR technique used with the RCM, can provide a better approach to solve the issues of managing changes to the system. It maintains a repository by using CBR technique which is helpful to manage changes in future and we are able to solve the new change on the basis of previous experience.
AB - Requirements change management is a vital activity of the software development and even after maintenance. When we change one requirement it effects the other requirements of the system. A proper impact analysis maintains a repository of changing requirement, reusing previous experiences and reduces rework effort, is also essential for better requirement change management. There is also a need of a technique which improves requirement change management in a better way. In this paper, a model has been introduced which integrates Requirement Change Management and CBR (Case Based Reasoning) technique. Expert review method is used to evaluate our research. This frame work gives a better approach which manages requirement changes to the system. Our research outcome, i.e. the CBR technique used with the RCM, can provide a better approach to solve the issues of managing changes to the system. It maintains a repository by using CBR technique which is helpful to manage changes in future and we are able to solve the new change on the basis of previous experience.
KW - Artificial Intelligence
KW - Case Based Reasoning
KW - Need based requirement management
KW - Requirement Change Management
KW - Requirement Management
UR - https://www.scopus.com/pages/publications/84884866891
UR - https://ieeexplore.ieee.org/document/6588769
U2 - 10.1109/CSIT.2013.6588769
DO - 10.1109/CSIT.2013.6588769
M3 - Conference publication
AN - SCOPUS:84884866891
SN - 9781467358255
T3 - 2013 5th International Conference on Computer Science and Information Technology, CSIT 2013 - Proceedings
SP - 121
EP - 125
BT - 2013 5th International Conference on Computer Science and Information Technology, CSIT 2013 - Proceedings
PB - IEEE
T2 - 2013 5th International Conference on Computer Science and Information Technology, CSIT 2013
Y2 - 27 March 2013 through 28 March 2013
ER -