Compound logistics is a service aimed to enhance logistics efficiency by supporting that shippers and consigners jointly use logistics facilities. Many of these services have taken place both domestically and internationally, but the joint logistics services for e-commerce have not been spread yet, since the number of the parcels that the consigners transact business is usually small. As one of meaningful ways to improve utilization of compound logistics, we propose a brokerage service for shipper and consigners based on the hybrid recommendation system using very well-known classification and clustering methods. The existing recommendation system has drawn a relatively low satisfaction as it brought about one-to-one matches between consignors and logistics vendors in that such matching constrains choice range of the users to one-to-one matching each other. However, the implemented hybrid recommendation system based brokerage agent service system can provide multiple choice options to mutual users with descending ranks, which is a result of the recommendation considering transaction preferences of the users. In addition, we applied feature selection methods in order to avoid inducing a meaningless large size recommendation model and reduce a simple model. Finally, we implemented the hybrid recommendation system based brokerage agent service system that shippers and consigners can join, which is the system having capability previously described functions such as feature selection and recommendation. As a result, it turns out that the proposed hybrid recommendation based brokerage service system showed the enhanced efficiency with respect to logistics management, compared to the existing one by reporting two round simulation results.

본 연구에서는 백혈구 친화 흡착 및 분리 가능한 기능성 필터를 개발하기 위해, 직경이 3μm이하를 가지는 부직포 표면에 전기 방사법을 이용하여 평막형태의 혈액분리용 필터를 제조하였다. 전기방사는 고분자 농도, 유량, 인가전압, 에어갭 등의 변수를 조절하여 나노/마이크로 구조를 최적화하였다. 분리막의 단면과 표면 모폴로지는 전계방출형주사현미경(FE-SEM)을 이용하여 관찰하였다. 화학적 표면처리를 통해 친수성을 증가시켰으며, 혈액적합성 평가결과 우수한 것을 확인 할 수 있었다.