Community structure discovery method based on the Gaussian kernel similarity matrix

► We propose a new community structure discovery method. ► We can derive different non-overlapping and overlapping community structures. ► The method is based on the Gaussian kernel similarity matrix and spectral bisection. ► Adjusting the Gaussian kernel parameter can derive the community structure.