Before revision:  Prominently, we introduce the edge label of the contact graph as a  contact vector, which acts like a sliding window and holds the latest D days of social interactions.
After revision:  Prominently, we introduce the edge label of the contact graph as a binary contact vector, which acts like a sliding window and holds the latest D days of social interactions.