Before revision:  However, since the oscillation model was introduced as a purely theoretical construct with regard to social networks, it is necessary to confirm whether the model describes real phenomena correctly or not.
After revision:  However, since the oscillation model was introduced as a purely theoretical model of social networks, it is necessary to confirm whether the model describes real phenomena correctly or not.