A video summarization method that includes: obtaining an attention coding parameter of a user based on behavior data of the user; determining, for each clip included in a target video, whether the clip is a clip of interest to the user, based on the attention coding parameter of the user; based on determining that at least one clip included in the target video is a clip of interest, identifying, for each clip of interest included in the target video, at least one interest frame from the clip of interest; and obtaining a video summary of the target video by combining the interest frame from each clip of interest.