Information push method, computer device, and storage medium

A computer device comprising one or more processors and a memory containing a computer program that, when been executed, causes the one or more processors to perform:

• obtaining an interaction item identifier sequence, the interaction item identifier sequence comprising interaction item identifiers of a user;
• obtaining an interaction item feature sequence and an interaction behavior feature sequence based on the interaction item identifier sequence, the interaction item feature sequence being obtained by performing feature extraction on item information corresponding to the interaction item identifiers, the interaction behavior feature sequence being obtained by performing feature extraction on interaction behavior information corresponding to the interaction item identifiers, and the interaction behavior information being obtained from an interaction scenario to which the interaction item identifiers belong;
• fusing the interaction item feature sequence and the interaction behavior feature sequence to obtain a fused feature sequence, and extracting autocorrelation information of fused features in the fused feature sequence to obtain an autocorrelation feature sequence;
• and
• identifying, from pieces of preset scenario feature enhancement information, at least two pieces of scenario feature enhancement information corresponding to the autocorrelation feature sequence, and performing feature enhancement on the autocorrelation feature sequence based on the at least two pieces of scenario feature enhancement information to obtain an enhanced feature sequence,
• the enhanced feature sequence being configured for predicting interaction degrees respectively corresponding to preset candidate item identifiers, and performing item information push based on the interaction degrees respectively corresponding to the preset candidate item identifiers.

A non-transitory computer-readable storage medium containing a computer program, that when been executed, causes at least one processor to perform:

• obtaining an interaction item identifier sequence, the interaction item identifier sequence comprising interaction item identifiers of a user;
• obtaining an interaction item feature sequence and an interaction behavior feature sequence based on the interaction item identifier sequence, the interaction item feature sequence being obtained by performing feature extraction on item information corresponding to the interaction item identifiers, the interaction behavior feature sequence being obtained by performing feature extraction on interaction behavior information corresponding to the interaction item identifiers, and the interaction behavior information being obtained from an interaction scenario to which the interaction item identifiers belong;
• fusing the interaction item feature sequence and the interaction behavior feature sequence to obtain a fused feature sequence, and extracting autocorrelation information of fused features in the fused feature sequence to obtain an autocorrelation feature sequence;
• and
• identifying, from pieces of preset scenario feature enhancement information, at least two pieces of scenario feature enhancement information corresponding to the autocorrelation feature sequence, and performing feature enhancement on the autocorrelation feature sequence based on the at least two pieces of scenario feature enhancement information to obtain an enhanced feature sequence,
• the enhanced feature sequence being configured for predicting interaction degrees respectively corresponding to preset candidate item identifiers, and performing item information push based on the interaction degrees respectively corresponding to the preset candidate item identifiers.