Method and system for executing control signal learning-based shortened service

A shortened service access method comprising:

• receiving, through an execution information receiving unit, app/service execution information executed through a television (TV) app or a specific menu from a media service unit;
• determining, through a remote control unit (RCU) signal processing unit, whether an input signal of remote control is an idle key input signal for the app/service execution information, and transmitting a signal corresponding to the input signal of remote control to a signal generation processing unit or a transmission unit based on determination results;
• generating, through a record storage unit, and storing a dataset in which the app/service execution information and the input signal of remote control generated in the app/service execution process are combined, and transmitting the dataset to a learning analysis unit;
• performing, through the learning analysis unit, learning on datasets accumulated in the record storage unit, deriving a control signal sequence of a shortest path for app/service execution, and transmitting the same to the signal generation processing unit;
• generating, through the signal generation processing unit, a new dataset by mapping the control signal sequence received from the learning analysis unit and the idle key input signal, and storing the new dataset in the record storage unit;
• transmitting, through the signal generation processing unit to the transmission unit, the control signal sequence mapped to the idle key input signal requested by the RCU signal processing unit;
• and
• transmitting, through the transmission unit to the media service unit, a final control signal corresponding to the control signal sequence received from the signal generation processing unit,
• wherein the generating, through the record storage unit and the storing the dataset in which the app/service execution information and the input signal of remote control generated in the app/service execution process are combined, and the transmitting the dataset to the learning analysis unit comprises:
• generating and storing the dataset by combining the app/service execution information received from the media service unit and the input signal of remote control including a navigation key of remote control or a confirmation button click that is input for the corresponding app/service execution;
• repeatedly performing a process of generating the dataset by combining the app/service execution information received from the media service unit and the input signal of remote control including the navigation key of remote control or the confirmation button click that is input for the corresponding app/service execution, for each app/service;
• and
• accumulating and storing datasets generated through the repeated performance and transmitting the accumulated datasets to the learning analysis unit to predict a shortened service for app/service execution, and
• the performing, through the learning analysis unit, learning on datasets accumulated in the record storage unit, the deriving the control signal sequence of the shortest path for app/service execution, and the transmitting the same to the signal generation processing unit comprises:
• using the dataset accumulated in the record storage unit, including, as control signal sequence, the input signal of remote control including the navigation key of remote control or the confirmation button click that is input for app/service execution;
• since the control signal sequence includes a trial and error step for app/service execution in the input signal of remote control, performing AI-based learning for datasets accumulated in the record storage unit to derive the control signal sequence of the shortest path excluding the input signal of remote control related to the trial and error step;
• and
• deriving the control signal sequence of the shortest path for the corresponding app/service execution from the accumulated datasets for each app/service through the learning, and transmitting the derived control signal sequence of the shortest path to the signal generation processing unit.