Clickstream data contributes a lot in the user
behavior study of OSNs. However, it can be
incomplete, which restricts its usage and performance.
First, click-stream data is limited by the
collection duration, and the behavior of inactive
users in the duration is not monitored. Moreover,
the data is restricted by the monitoring
locations. That is, only the behavior of users
using certain monitored ISPs is captured.