The application provides a cloud
big data real-time streaming method and
system based on intelligent analysis, comprising: collecting real-time interaction behaviors of users, including short drama viewing time and member page interaction records, and formatting to obtain standardized behavior data sets; identifying viewing time and picture quality preferences through the standardized behavior data sets, determining user traffic consumption types according to the viewing time and the picture quality preferences, and obtaining user
package adaptation types; adjusting the
display order of the traffic card
package on the member page according to the optimized
package combination scheme, setting the package scheme at the top according to the click frequency, and obtaining a personalized package streaming scheme; obtaining the user package click conversion rate from the personalized package streaming scheme, and identifying the user preference change trend to determine the recommendation weight configuration by continuously integrating the newly collected viewing time.