18. The system of claim 17 , wherein the control circuitry configured to determine the first context and second context of at least one of the first media asset and the second media asset is further configured to: identify a first user profile associated with the first user on the first device and a second profile associated with a second user on the second device; retrieve, from the first user profile, a first plurality of media assets previously viewed by the first user; retrieve, from the second user profile, a second plurality of media assets previously viewed by the second user; determine the first context and the second context of at least one of the first media asset and the second media asset for the first user by comparing the first media asset and the second media asset to the first plurality of media assets; and determine the second context of at least one of the first media asset and the second media asset for the second user by comparing the first media asset and the second media asset to the second plurality of media assets.
18. The system of claim 17 , wherein the control circuitry configured to determine the first context and second context of at least one of the first media asset and the second media asset is further configured to: identify a first user profile associated with the first user on the first device and a second profile associated with a second user on the second device; retrieve, from the first user profile, a first plurality of media assets previously viewed by the first user; retrieve, from the second user profile, a second plurality of media assets previously viewed by the second user; determine the first context and the second context of at least one of the first media asset and the second media asset for the first user by comparing the first media asset and the second media asset to the first plurality of media assets; and determine the second context of at least one of the first media asset and the second media asset for the second user by comparing the first media asset and the second media asset to the second plurality of media assets. 19. The system of claim 18 , wherein the control circuitry configured to compare the first media asset and the second media asset to the first collection of the media assets is further configured to: retrieve from memory, a metadata for at least one media asset in the first collection of media assets, respectively; extract from the retrieved metadata, at least one tag describing the at least one media asset from the first collection of media assets; retrieve from memory, a first metadata of the first media asset and a second metadata of the second media asset, wherein the first metadata includes at least a first tag and the second metadata contains at least a second tag; and compare the at least one tag with the first tag and the second tag to determine context of the first media asset and the second media asset for the first user.