Webpage pre-reading method, apparatus and smart terminal

An apparatus for webpage pre-reading, comprising:

• an information obtaining module configured for obtaining visiting information during a period of time for multiple webpages of each user from a plurality of users including a current user;
• a determination module configured for determining a respective similarity value between the current user and each of the plurality of users based on the visiting information, and determining one or more most-similar users based on the respective similarity value;
• a calculating and generating module configured for determining a recommendation probability of a clicking path based on each of the one or more most-similar users, by calculating a product of the respective similarity value of each of the one or more most-similar users and a number of clicks from a first webpage to a second webpage and, wherein the first webpage and the second webpage forms the clicking path;
• an analysis module configured for, when the current user is browsing a current webpage, predicting a target webpage to be accessed by the one or more most-similar users as a target webpage for the current user;
• and
• a first pre-reading module configured for pre-reading the target webpage.