Social networks: Evolving graphs with memory dependent edges

► New models for social network data with transient and memory dependent interactions. ► Long term asymptotic behavior as a function of memory dependence. ► Model calibration with samples of time dependent data. ► Applications to mobile phone data; social-business networks, and reality mining.