• KIPS Transactions on Computer and Communication Systems
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• v.2 no.11
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• pp.475-482
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• 2013

Several approaches to recommendation systems have been studied. One of the most successful technologies for building personalization and recommendation systems is collaborative filtering, which is a technique that provides a process of filtering customer information based on such information profiles. Collaborative filtering systems, however, have a sparsity if there is not enough data to recommend. In this paper, we suggest a movie recommendation system, based on the weighted personal propensity and the collaborating filtering system, in order to provide a solution to such sparsity. Furthermore, we assess the system's applicability by using the open database MovieLens, and present a weighted personal propensity framework for improvement in the performance of recommender systems. We successfully come up with a movie recommendation system through the optimal personalization factors.

• Current Industrial and Technological Trends in Aerospace
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• v.7 no.1
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• pp.105-112
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• 2009

Aerospace and Defense(A&D) industry is the representative extended enterprise that develops products by collaborating among suppliers operating individual information system(IS). Efficient collaborative working environments are essential component to achieve successful business and collaboration environments based on IS have been applied to support coherent process usage and securely share the information through the entire product lifecycle phases. This paper describes the status of information system management of the leading A&D enterprises and their information management processes. It also introduces the case studies of enterprises implementing product lifecycle management(PLM) solution to realize stable collaborative tools between customer and supplier.

• The Journal of the Korean dental association
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• v.57 no.6
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• pp.316-324
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• 2019

The new medical technology assessment system has a basic goal of protecting the public's health rights and promoting the development of the new medical technology with safe and effective medical technology that has been scientifically proven. The purpose of this study is to contribute to the activation of the new medical technology evaluation system by analyzing the application cases of the dental field after the implementation of the new medical technology evaluation system and proposing an efficient approach to approach the new medical technology evaluation system. The number of related literature and medical technology evaluation results are not significant in dental applications, the number of cases and the length of follow-up period of the relevant medical technology adopted as the new medical technology was far higher. As the speed of medical technology development increases, medical technology is expected to develop in the dental field as well. To introduce the medical technology to the clinical site, access to the correct direction of evidence is required to collect and objectify data at the medical site in order to prepare a literary basis for the medical technology.

• Nuclear Engineering and Technology
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• v.56 no.6
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• pp.2428-2435
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• 2024

Training for radiation protection and control requires a visual understanding of radiation, which cannot be perceived by the human senses. Trainees must also master the effective use of measuring instruments. Traditionally, such training has exposed trainees to radiation sources. Here, we present a novel e-training strategy that enables safe, exposure-free handling of a radiation measuring tool called a survey meter. Our mixed reality radiation-training system merges the physical world with a digital one. Collaborating with a mixed reality headset (HoloLens 2), this system constructs a mock-up of a survey meter in real-world space. The HoloLens 2 employs a browser-based application to visualize radiation and to simulate/share the use of the survey meter, including its physical movements. To provide a dynamic learning experience, the system adjusts the survey-meter mock-up readings according to the operator's movements, distance from the radiation source, the response time of survey meter, and shielding levels. Through this approach, we expect that trainees will acquire practical skills in interpreting survey-meter readings and gain a visual understanding of radiation in real-world situations.

• Journal of The Korea Institute of Healthcare Architecture
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• v.18 no.4
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• pp.75-87
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• 2012

Purpose: As the nation is becoming an aging society, there is an increasing number of the patient who has Diseases of cardiovascular disease. So it is necessarily to build a facility which provides specialized health care. Methods: Field surveys to facilities and analysis to the floor plan have been conducted in order to suggest adequate architectural composition to the specialized cardiovascular center and the dimensions of rooms. Results: The result of this study can be summarized into six points which contain guide to how to organize the specialized cardiovascular center. One of the most important things in this study is to suggest the architectural type which provides efficient collaborating system between the outpatient and angiography unit. Implications: It can be said that this paper can be useful research material when the architect tries to plan the specialized cardiovascular center.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.2 no.1
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• pp.43-50
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• 2009

This paper caters the need of acquiring the principal objects, characters, and scenes from a video in order to entertain the image based query. The movie frames are divided into frames with 2D representative images called "key frames". Various regions in a key frame are marked as key objects according to their textures and shapes. These key objects serve as a catalogue of regions to be searched and matched from rest of the movie, using viewpoint invariant regions calculation, providing the location, size, and orientation of all the objects occurring in the movie in the form of a set of structures collaborating as video profile. The profile provides information about occurrences of every single key object from every frame of the movie it exists in. This information can further ease streaming of objects over various network-based viewing qualities. Hence, the method provides an effective reduced profiling approach of automatic logging and viewing information through query by example (QBE) procedure, and deals with video streaming issues at the same time.

• Journal of The Korea Institute of Healthcare Architecture
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• v.20 no.3
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• pp.27-40
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• 2014

Purpose: As the nation is becoming an aging society, there is an increasing number of the patient who has Neuroscience disease. So it is necessary to build a facility which provides specialized health care. Methods: Field surveys to facilities and analysis to the floor plan have been conducted in order to suggest adequate architectural composition to the specialized neuroscience center and the dimensions of rooms. Results: The result of this study can be summarized into six points which contain guide to how to organize the specialized neuroscience center. One of the most important things in this study is to suggest the architectural type which provides efficient collaborating system between the outpatient and angiography unit. Implications: It can be said that this paper can be useful research material when the architect tries to plan the specialized neuroscience center.

• YAKHAK HOEJI
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• v.55 no.6
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• pp.500-509
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• 2011

This study was to identify factors influencing drug compliance based on the subjects' interview regarding community pharmacy utilization for 2 weeks, in 2005 KNHANES. Good compliance was regarded as important factors in improving the effectiveness and minimizing adverse drug reaction, resulting in reducing the medical costs. 83% of total 11,208 pharmacy visits in 7,066 subjects showed good compliance. Good satisfaction for pharmacist's medication counseling (OR=2.23, 95% CI 1.92-2.58), higher out-of-pocket money (OR=1.32, 95% CI 1.14-1.54), and users of prescription drugs than non-prescription (OR=2.21, 95% CI 1.91-2.57) drugs were significant factors for better compliance. Disease of nervous system and mental and behavioral disorders showed lower drug compliance.

• Annual Conference of KIPS
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• 2017.11a
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• pp.965-968
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• 2017

드론이라고도 불리는 소형 무인기는 비전 시스템을 대부분 갖추고 있어 비전을 응용한 기술이 적합한 플랫폼이며 특히 랜드 마크 기반 위치 추적 방법은 드론과 지상 로봇과 같은 다른 플랫폼 간의 협업을 위한 효율적인 방법 중 하나이다. 본 논문에서는 드론과 지상 로봇의 협업 시스템을 위하여 기준 마커를 검출하는 연구에 대하여 서술한다. 기준 마커 중 하나인 ArUco는 바코드보다 간단한 내부 코드를 가지고 있다. 기준 마커의 카메라 캘리브레이션을 통하여 카메라와 마커의 자세 추정이 가능하다. 성능 평가 실험을 통하여 형태가 간단한 마커, AprilTags, ArUco 간 성능 비교를 하였고 92%의 정확도를 얻어내었으며 ArUco의 적합한 이진화 알고리즘을 제시하였다.

• Proceedings of the KIEE Conference
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• 2003.07d
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• pp.2525-2527
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• 2003

최근 P2P 모델을 기반으로 한 애플리케이션의 등장으로 다양한 자원을 효율적으로 이용할 수 있게 되었다. P2P에서는 여러 대의 클라이언트를 상호 긴밀하게 연결함으로써 한 대의 서버에 다수의 클라이언트를 연결했을 때 보다 확실한 네트워크의 효과를 기대할 수 있다. 그러나, 기존의 P2P 모델의 경우, 다수의 피어가 네트워크에 참여하여 방대한 양의 자원을 공유할 경우, 원하는 자원을 검색하는데 많은 시간이 소요되는 문제점이 있다. 본 논문에서는 자원 검색의 비효율적인 문제를 해결하고자 협력 필터링 알고리즘을 이용해 P2P 파일 추천 시스템을 제안하고자 한다. 제안한 P2P 시스템은 피어(Peer)들을 유사한 패턴을 갖는 가상 그룹으로 형성해, 그룹 내에서 유용한 자원들을 검색 없이 공유할 수 있도록 하였으며, 자원의 선호도를 기반으로 요청한 자원 외에 추천 시스템을 통해 선호하는 자원을 예측해 제공할 수 있도록 하였다.