From litearute cited, there are few research research paper on this topic.Can anyone recommend journal or conference papers on application of artificial intelligence in RCM.I am looking for specific names of techniques and their application i.e Case base reasoning of Machine Learning can be used in RCM.
Hi Shanza
By Requirement Change Managementm, do you mean software requirement?
In this case, you need to check in user's history in software development. You are searching for similarty. So, I guess Artificial Neural Network (ANN) would be suitable solution. You should consider that ANN do not provide explanation.
All the best
Artificial Intelligence techniques having robustness and adaptive capability like neural network, FLS etc. Different metaheuristic optimization methods are also helpful for management system.
Hi Shanza
the requirement change can be managed using adaptive algorithm based on learning techniques. These techniques are preferable in closed environment.
let the change be learnt by algorithm and get resolved. Difficult thing will be how to learn "requirement change".
I have explored different dimesionsin in requirement change management (RCM) context.
one lead to merger of knowledge management with RCM in which change is analyzed using machine learning techniques on basis of previous knowledge.e.g case based reasoning
The other dimension is use machine learning to predict factors like cost,effort to make accurate decision to implement change or not.
Which dimension is more worthy from research prespective and for each dimension which technique can be used ?
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