원문정보
Accuracy improvement of a collaborative filtering recommender system using attribute of age
초록
영어
In this paper, the author devised new decision recommendation ordering method of items attributed by age to improve accuracy of recommender system. In conventional recommendation system, recommendation order is decided by high order of preference prediction. However, in this paper, recommendation accuracy is improved by decision recommendation order method that reflect age attribute of target customer and neighborhood in preference prediction. By applying decision recommendation order method to recommender system, recommendation accuracy is improved more than conventional ordering method of recommendation.
목차
1. 서론
2. 추천 시스템
2.1 추천과정
2.2 연령속성을 반영한 추천순위 결정방법
3. 추천 시스템 성능평가
3.1 추천실험 과정
3.2 실험결과 및 분석
4. 결론
5. 참고문헌
