AKOIS: An adaptive Kriging oriented importance sampling method for structural system reliability analysis

•The paper presents an active-learning oriented importance sampling method.•Importance sampling centers are optimized by using the active learning mechanism.•The surrogate model can cover all branches of the system limit-state surface.•Several case studies have demonstrated engineering applications of the approach.