Search method and apparatus based on artificial intelligence

A search apparatus based on artificial intelligence, comprising:

• at least one processor;
• and
• a memory storing instructions, the instructions when executed by the at least one processor, cause the at least one processor to perform operations, the operations comprising:
• receiving search information entered by a user;
• determining a candidate to-be-pushed message set based on the search information;
• predicting a probability of being clicked for a candidate to-be-pushed message in the candidate to-be-pushed message set using a pre-trained scoring model based on the search information and the candidate to-be-pushed message set, the scoring model being obtained by training based on a pre-stored first search information set, a to-be-pushed message set corresponding to a piece of first search information in the first search information set, and a preset priority of a to-be-pushed message in the to-be-pushed message set;
• and
• selecting a preset number of the candidate to-be-pushed messages from the candidate to-be-pushed message set to form a to-be-pushed message sequence in descending order of the probability of being clicked, and pushing the to-be-pushed message sequence to a terminal device of the user.

A non-transitory computer-readable storage medium storing a computer program, the computer program when executed by one or more processors, causes the one or more processors to perform operations, the operations comprising:

• receiving search information entered by a user;
• determining a candidate to-be-pushed message set based on the search information;
• predicting a probability of being clicked for a candidate to-be-pushed message in the candidate to-be-pushed message set using a pre-trained scoring model based on the search information and the candidate to-be-pushed message set, the scoring model being obtained by training based on a pre-stored first search information set, a to-be-pushed message set corresponding to a piece of first search information in the first search information set, and a preset priority of a to-be-pushed message in the to-be-pushed message set;
• and
• selecting a preset number of the candidate to-be-pushed messages from the candidate to-be-pushed message set to form a to-be-pushed message sequence in descending order of the probability of being clicked, and pushing the to-be-pushed message sequence to a terminal device of the user.