목표고객의 연령속성을 이용한 협력적 필터링 추천 시스템의 정확도 향상
Accuracy improvement of a collaborative filtering recommender system using attribute of age
이석환(인하대학교); 박승헌(인하대학교)
13권 2호, 169~177쪽
초록
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.
Abstract
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.
- 발행기관:
- 대한안전경영과학회
- 분류:
- 안전공학