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AHP-Based Recommendation System of Mobile Games Reflecting User Preferences

사용자 선호도를 반영한 AHP 기반 모바일 게임 추천 시스템

  • Oh, Jae-Taek (Dept. of Computer Science & Engineering, Kongju National University) ;
  • Lee, Sang-Yong (Div. of Computer Science & Engineering, Kongju National University)
  • 오재택 (공주대학교 컴퓨터공학과) ;
  • 이상용 (공주대학교 컴퓨터공학부)
  • Received : 2016.11.21
  • Accepted : 2017.01.20
  • Published : 2017.01.28

Abstract

Mobile game users tend to value the opinions from their friends or SNS when making a decision on which game to play. This is because they are not satisfied with the information on suggestions provided by the conventional mobile game recommendation systems. In this research, we made a system that can reflect user preference directly by using Analytic Hierarchy Process(AHP). In the system, the hierarchy of AHP is composed of final goal(Level 1), evaluation basis(Level 2) and alternative(Level 3). And the system is made up of an input module, an AHP processing module, a recommendation module and database. Through comparison analysis with two conventional systems to test the performance of the system, we could find that the system got more higher satisfaction than the other systems.

Keywords

Analytic Hierarchy Process;Decision-Making;Mobile Game;Recommendation System;User Preference

Acknowledgement

Supported by : Kongju National University

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