• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2021년도 추계학술대회
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• pp.594-596
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• 2021

Future healthcare systems will heavily rely on ill-labeled data due to scarcity of the experts who are trained enough to label the data. Considering the contamination of the dataset, it is not desirable to make the neural network being overconfident to the dataset, but rather giving them some margins for the prediction is preferable. In this paper, we propose a novel epoch-wise decaying label-smoothing function to alleviate the model over-confidency, and it outperforms the neural network trained with conventional cross entropy by 6.0%.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2022년도 추계학술대회
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• pp.9-11
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• 2022

Applying Reinforcement Learning in everyday applications and varied environments has proved the potential of the of the field and revealed pitfalls along the way. In robotics, a learning agent takes over gradually the control of a robot by abstracting the navigation model of the robot with its inputs and outputs, thus reducing the human intervention. The challenge for the agent is how to implement a feedback function that facilitates the learning process of an MDP problem in an environment while reducing the time of convergence for the method. In this paper we will implement a reward shaping system avoiding sparse rewards which gives fewer data for the learning agent in a ROS environment. Reward shaping prioritizes behaviours that brings the robot closer to the goal by giving intermediate rewards and helps the algorithm converge quickly. We will use a pseudocode implementation as an illustration of the method.

• Journal of Information Processing Systems
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• 제19권4호
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• pp.407-416
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• 2023

In order to effectively relieve the traffic pressure of the city, ensure the smooth flow of freight and promote the development of the logistics industry, the selection of appropriate port logistics location is the basis of giving full play to the port logistics function. In order to better realize the selection of port logistics, this paper adopts the entropy weight method to set up a multi-dimensional evaluation index, and constructs the evaluation model of port logistics location. Then through the actual case, from the environmental dimension and economic competition dimension to make choices and analysis. The results show that port d has the largest logistics competitiveness and the highest relative proximity among the three indicators of hinterland city economic activity, hinterland economic structure, and port operation capacity of different port logistics locations, which has absolute advantages. It is hoped that the research results can provide a reference for the multi-dimensional selection of port logistics site selections.

• 한국정보통신학회논문지
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• 제10권7호
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• pp.1246-1252
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• 2006

최근 정보 매체들의 발달로 인해 소비자들이 식품문제에 대한 다양한 정보를 접하게 되면서 농산물의 안전성에 대한관심이 점차 높아지고 있다. 이런 가운데 국내의 농업환경은 농산물의 안전을 인증할만한 체계를 갖추지 못하고 있으며, 이런 상황이 계속 된다면 우리 농산물은 경쟁력을 잃고 외국 농산물들에게 시장을 내어주게 될 우려가 있다. 이에 본 논문에서는 농업환경을 개선하여 안전성이 높은농산물을생산하고투명한정보를제공하여 소바자들의 신뢰성을 높일 수 있도록 AIGT(Agricultural Information Gathering and Tracking) 시 스템을 설계 및 구현하였다. 또한, 국내 농업환경에 맞는 데이터 구조를 정의 하였으며, 효율적인 환경개선을 위해 모니터링과 화상회의를 도입하였다.

• 대한간호학회지
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• 제28권2호
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• pp.490-497
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• 1998

This study was designed to investigate the effects of information by using cartoon on preoperative anxiety of children following tonsillectomy. The subjects were 30 children aged between 7 and 12 who were hospitalized at C university hospital for undergoing tonsillectomy from December 20, 1996 to August 14, 1997 Sixteen of them were assigned to the experimental group, while fourteen subjects to the control group. The data were collected through preoperative state anxiety, pulse rate, pain before and after giving information by using cartoon. The results were as follows : 1. Preoperative state anxiety increased in both groups (P=0.0348). No significant difference found between experimental and control group. But preopertive anxiety in experimental group was apt to increase less than that in the control group. 2. Pulse rate didn't make significant difference within and between groups. 3. Pain increased in both groups (P=0.0001). No significant difference found between experimental and control group. 4. Experimental group between the aged 7 and 9 decreased preoperative state anxiety, but experimental group between the aged 10 and 12 increased preoperative state anxiety after treatment(P=0.0298). These findings may indicate that the information by using cartoon is effective in children between the aged 7 and 12.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권2호
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• pp.871-888
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• 2020

With the development of display engineering and technology, the screen and sound quality of information devices such as TVs are improving. The screen used LEDs via LCD and PDP and a large flat panel in the early CRT to create super-high resolution. The sound is improved by directly vibrating a thin and simple panel, such as an OLED. In our previous study, the exciter speaker was attached to the rear of the OLED panel to be used as the diaphragm of the speaker, and the sound quality was as good as that of the TV using the existing dynamic speaker. This method supplied the viewer with the direct sound coming from the panel, delivering clear sound, and the sound and image came from the same location, thus giving the viewer high immersion and maximizing the effect of information transfer. OLED exciter speakers, however, have a special directivity, which tends to slightly attenuate the tone at the very center of the screen. This study improves the sound quality by improving the structure of the exciter speaker and the radiated sound of the flat panel display. A 2-in-1 Exciter is made into a single core to improve the speaker's radiation pattern.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권7호
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• pp.3497-3515
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• 2018

Differential privacy has broadly applied to statistical analysis, and its mainly objective is to ensure the tradeoff between the utility of noise data and the privacy preserving of individual's sensitive information. However, an individual could not achieve expected data utility under differential privacy mechanisms, since the adding noise is random. To this end, we proposed an adaptive Gaussian mechanism based on expected data utility under conditional filtering noise. Firstly, this paper made conditional filtering for Gaussian mechanism noise. Secondly, we defined the expected data utility according to the absolute value of relative error. Finally, we presented an adaptive Gaussian mechanism by combining expected data utility with conditional filtering noise. Through comparative analysis, the adaptive Gaussian mechanism satisfies differential privacy and achieves expected data utility for giving any privacy budget. Furthermore, our scheme is easy extend to engineering implementation.

• 한국문헌정보학회지
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• 제6권
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• pp.105-135
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• 1979

This paper is intended to analyze and investigate the versity libraries in Korea. Nineteen national col-present status of four-year national college and unileges and universities based on a number of faculty member, enrollment, department, library staff, volumes in library, academic journals, book budget and facilities of library, and so we have to improve and develop a kind of problems with which national college and university libraries are confronted as follows: 1) Establishment of a position for the INFORMATION SPECIALIST. 2) Reorganization of the organization of college and university library. 3) Securing a position for the EDUCATIONAL RESEARCHER. 4) Upgrading a part of temporary employees. 5) Securing a self-control of library's administration. 6) Revising rules for labor employees in library. 7) Revising a STANDARD STATEMENT FOR ESTABLISHMENT OF UNIVERSITY. (Books and academic journals) 8) ' ( Facilities of library ) 9) Increase of a budget of library and establishing for an article of library budget. 10) Establishment of a new department exclusively responsible for library administration in the Ministry of Education. 11) Giving a leading(proper) role to Seoul National University Library among the other college and university libraries. 12) Establishment of The master course of INFORMATION SCIENCE or THE RESEARCH CENTER FOR INFORMATION SCIENCE in Seoul National University.

• 국제학술발표논문집
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• The 6th International Conference on Construction Engineering and Project Management
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• pp.730-731
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• 2015

This study aims at giving the framework to estimate the environmental load at planning and schematic phase. With increasing awareness of environmental issues, the effort to reduce the environmental impacts caused by human activity has been increasingly enlarged. So far most of researches estimating CO₂ emissions have analyzed energy consumption based on BOQ (Bills of Quantity) acquired after detailed design. There is also lack of reliability in the estimated environmental impact using the basic unit of a facility at the planning stage, because it uses a limited specific section of historical data. Thus, this study is targeted at developing framework to assess reliable environmental loads based on information available at project early phases by making case-bases from historical design information on PSC Beam Bridge. Historical database is built on the basis of the LCA (Life Cycle Assessment) and in order to set input information for estimating model, the literature about information in an early project phase are reviewed. Using the information available in the planning and schematic design stage, the Framework is presented to estimate the environmental load in an early stage in the project. Developing an environmental load estimation model in accordance with the Framework presented in this study, it is expected that the environmental load in the initial project phase can be estimated more quickly and accurately.

• 한국사회복지학
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• 제59권2호
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• pp.5-38
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• 2007

이 연구는 근거이론 방법을 활용하여 부유층의 기부과정을 분석한 것이다. 이를 위해 본 연구는 자산규모 10억 이상의 부유층 중 사회복지관련 비영리조직에 지난 5년 동안 지속적으로 매년 1,000만원 이상을 기부해 온 연구참여자 11명을 선정하여 심층 인터뷰하였다. 자료분석 결과, 부유층의 기부과정에 대해 총 161개의 개념이 나타났고, 이를 33개의 하위범주, 14개의 상위범주로 유목화 할 수 있었다. 부유층의 기부과정에 관한 패러다임모형에서는 '기억과 관찰을 통해 배우고' '내 도리(道理)를 자각하며' '마음이 동(動)하는' 인과적 조건을 통해, '누린 자로서의 나눔을 실천하는' 중심현상이 발현되는 것으로 나타났다. 이러한 중심현상의 맥락적 조건은 '사람들의 평가를 의식함', '제한된 기부정보를 가짐', '기부환경을 불신함' 등이었으며, '관계의 활용' 및 '적극성의 배가(倍加)'로 구성되는 작용/상호작용 전략의 중재조건으로는 '내외적 지지받음'과 '신념에 의해 추동(推動)됨' 인 것으로 분석되었다. 그 결과로서 부유층은 기부를 통해 진정한 부자가 된 것 같은 감정을 갖으며, 기부가 삶의 일부이고, 더 나은 미래를 희망하는 결과를 경험하는 것으로 분석되었다. 부유층 기부과정의 핵심범주는 '누린 것을 나누는 관대한(generous) 나눔'이었으며, 이는 부유층의 기부가 이타적이라기보다는 도덕적 자기이익 추구 방향에서의 관대함 실천이라는 특성을 가지고 있음을 보여주는 것이다. 과정분석에서는 부유층이 기부를 시작하는 들어섬 단계에서 일상적 행함의 단계를 거쳐, 기부가 점진적으로 확대되는 순환적 진화단계를 통해 결국 체화의 단계에 이르는 것으로 분석되었다. 이 과정에서 부유층의 기부유형은 적극적 몰입형, 생활내재형, 주변학습형, 감정적동조형 등으로 구분되는 것으로 나타났다. 본 연구는 국내에서 처음으로 부유층의 기부과정을 근거이론 방법을 활용하여 심층적 이해를 구축하면서 그 과정 및 유형, 상황모형 등을 구체적으로 밝힘으로써 부유층 기부에 관한 이론구축 및 고액모금전략 개발에 의미 있는 기여를 할 수 있을 것으로 본다.