The invention provides an intelligent
set top box system based on multi-channel synchronous
processing, and relates to the technical field of
set top box processing systems.The
system architecture comprises a hardware layer, a
software layer and a user
interaction layer, the hardware layer conducts special core group division according to different links of multi-channel
signal processing, and the
software layer conducts core group division according to different links of multi-channel
signal processing; decoding tasks can be reasonably distributed according to channel priorities and core loads, smooth playing of high-priority channels is guaranteed, a
decision tree is constructed according to a large number of off-line
signal samples based on a
decision tree and signal feature
analysis method to accurately judge interference types, measures are taken in a targeted mode, and the interference quality is improved. The intelligent
resource management subsystem sets different resource thresholds, monitors
system loads and task resource requirements of all channels in real time, establishes multi-dimensional content tags, constructs user interest portraits in combination with multi-dimensional data such as user watching history, mines potential associations among different channel programs, generates personalized recommendation lists and knowledge expansion, and provides a personalized recommendation system for the users. And the viewing field of the user is expanded.