Research Article

Dealing with Pure New User Cold-Start Problem in Recommendation System Based on Linked Open Data and Social Network Features

Algorithm 1

Similarity computation based on ontology.
Input: Item Ontology O (C, At, R), Set of Items I
Output: Semantic Similarity Matrix, SSM (I, I)
for each IiϵI
   for each IjϵI
      if (!isEqual (Ii·SC, Ij·SC))
        Sontology (Ii, Ij) = 
      else
        Sontology (Ii, Ij) = 
      end if
   end for
end for