Effective Filtering of Query Results on Updated User Behavioral Profiles in Web Mining

Algorithm 1

Algorithm of regime switching.

Input: Sample = , User Query = ,

User profile information =

Output: Switching of user updated profile for accurate query result

 (1) For each Sample

 (2) For each User profile information

 (3)  Perform conditional probability

 (4)  

 (5)  Perform Filtering

 (6)  Filtering of “” result =

 (7)  Perform Log likelihood distribution function

 (8) End for

 (9) End for