The invention belongs to the technical field of
wireless connection, and discloses an earphone multi-device audio switching optimization method and
system, and the method comprises the steps: collecting multi-source heterogeneous data of a plurality of portable communication devices, carrying out the quantitative evaluation of the audio playing activity degree of the devices based on the data, screening a candidate switching target through a preset activity degree threshold value, and carrying out the switching optimization of the earphone multi-device audio. And determining a priority switching target and constructing a
priority list in combination with
double threshold verification of user
switching frequency and
continuous use duration. According to the method, the user behavior tendency is determined through the historical environment context
label data and the user interaction frequency, then the user behavior tendency is converted into the quantifiable user
habit vector, finally, the switching intention probability of each device is determined according to the user
habit vector, and the device corresponding to the maximum probability value serves as the highest priority switching target. According to the method, the conversion from passive response to active pre-judgment is realized, the dynamic change of equipment is adapted, different scene switching requirements of a user are understood, experience splitting is solved, and seamless audio switching experience fitting personal habits is provided.