1. A method for loading interactive media guide data based on user history, the method comprising: receiving, using control circuitry, a plurality of asset descriptions associated with a first media asset; identifying, using the control circuitry, a second media asset related to the first media asset; selecting, using the control circuitry, an asset description from the plurality of asset descriptions based on user history of accessing the second media asset; and loading, using the control circuitry, data for the first media asset, wherein the data for the first media asset comprises the selected asset description.