Telephone Call Network Data Mining: A Survey with Experiments

We survey some results of social network modeling and analysis relevant for telephone call networks and illustrate these results over the call logs of major Hungarian telephone companies. Our unique data sets include millions of users, long time range, and sufficiently strong sociodemographic information on the users. We explore properties that give stronger intuition on how contacts within real social networks arise, and suggest properties unexplained by current network evolution models.