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Table 4 Experimental results of Precision@Top-N

From: A proactive personalised mobile recommendation system using analytic hierarchy process and Bayesian network

 

Precision@Top-5

Precision@Top-10

Standard User-based CF @ all users

0.6511

0.6186

Standard User-based CF @ 3 neighbourhood

0.5845

0.5508

Simple TF-IDF based CBF

0.6042

0.5151

AHP-MCR

0.6993

0.6287

Profile

0.5915

0.5315

Situation

0.2942

0.2348

Rates

0.3451

0.3007

Attributes

0.4629

0.3956