3results about How to "Improve browsing experience" patented technology

This invention provides a method, apparatus, electronic device, and storage medium for real-time filtering of recommended videos. The method includes: acquiring video attribute information and user feature information of a target video; determining video content features corresponding to the target video based on the video attribute information; acquiring several candidate videos corresponding to the video content features, as well as index similarity scores between each candidate video and the target video; determining content relevance scores between each candidate video and the target video based on the index similarity scores; and filtering recommended videos corresponding to the user feature information from the several candidate videos based on the content relevance scores corresponding to each candidate video. This method quickly filters recommended videos corresponding to the user feature information from several candidate videos, improving the filtering efficiency of recommended videos and the user browsing experience.

This disclosure relates to a method, apparatus, device, and medium for processing data stream requests. The method provided in the embodiments of this disclosure determines the data source based on the refresh type in the data stream request and pulls a candidate set from the data source. This achieves filtering of the data source through the refresh type, thereby ensuring that the data content in the candidate set pulled each time is different. At the same time, based on the state transition conditions satisfied by the key information of the candidate set, the refresh type is switched, so that when the server receives the next data stream request sent by the client, it pulls the candidate set again according to the refresh type after the switch. This does not take up too much browsing time for the operator and can ensure that the operator can effectively learn from the pushed data content, thus improving the operator's browsing experience.