Patent ID: 7283992

Claim:
A computer-readable storage medium comprising computer-executable instructions for: detecting user input corresponding to a present user context; and responsive to detecting the user input and independent of whether the user input is associated with an explicit query: analyzing at least a subset of the user input in view of semantic text and user preferences modeling, the semantic text comprising the at least a subset and previously collected text from a personal media database customized for the user, the previously collected text being semantically related to one or more previous multimedia accesses by the user, the user preferences modeling containing user log records clustered into several preferences clusters based on clusters semantic similarity, each cluster of the clusters represented by a keyword frequency vector, the analyzing further comprising evaluating the at least a subset of the user input based on lexical and syntactical features; predicting desired access to one or more media files based on the analysis; retrieving information corresponding to the one or more media files from a media content source, wherein the retrieved information was generated in response to a user context previous and different from the present user context; displaying the retrieved information as a suggestion to a user the evaluating the at least subset of the user input in view of linguistic features and user intention modeling, the user intention modeling using the linguistic features of the user input to predict a next action of the user; and displaying an option to execute the next action as a suggestion to the user.