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Table 3 Experimental result of MAE

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

 

MAE

Standard user-based kNN CF @ all users

0.9675

Standard user-based kNN CF @ 3 neighbourhood

1.1261

Simple TF-IDF based CBF

0.9054

AHP-MCR

0.8504

Profile: profile’ rating

0.8942

Situation: situation’ rating

0.9159

Rates: rates’ rating

0.9045

Attributes: attributes’ rating

0.6908