A method of and a system for selecting recommended media objects comprising: acquiring media objects, each respective media object having at least one respective user interaction parameter, acquiring at least one tag associated with each respective media object, receiving, a request for a media object recommendation, acquiring at least one tag and at least one user interaction parameter associated with the media object, determining potential recommended media object candidates based on at least one tag of the media object overlapping with tags associated with the respective media objects, determining for each potential recommended media object candidate, a number of overlapping tags with the media object, generating a respective correspondence parameter based on the number of overlapping tags and the respective user interaction parameter, selecting at least one recommended media object, the at least one recommended media object being associated with a predetermined value of the correspondence parameter.