For your research, you should start to focus on social network in general.
Than, only after, reduce your focus to Facebook, whatsapp, etc.
You can start with a search in scholar like "social networks data management". You will have a large amount of result. Give special attention to publication with higher number of citations and to not forget to take a look to their references.