A method for tracking user participation in a shared media session. A shared media session is connected to, where the shared media session includes a plurality of participants. A first identity is determined for a first participant with a first confidence level. The first participant is identified as the first identity if the first confidence level is above a first threshold. An amount of participation is tracked for the first identity. The amount of participation by the first identity is displayed on an electronic calendar for the shared media session to the plurality of participants.