Improved Personalized Recommendation Algorithm Based on Context-Aware in Mobile Computing Environment

Algorithm 3

Item-based contextual algorithm.

 Input: score matrix

 Output: predictions

  for each user:

   score = mean ()

  for each user (I):

   calculate

  for each item:

   calculate

  for top-N items:

   for c in C(top-N):

     ,