• 제목/요약/키워드: knowledge space

검색결과 950건 처리시간 0.026초

협력적 추천을 위한 사용자와 항목 모델의 효율적인 통합 방법 ((Efficient Methods for Combining User and Article Models for Collaborative Recommendation))

  • 도영아;김종수;류정우;김명원
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제30권5_6호
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    • pp.540-549
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    • 2003
  • 협력적 추천에서는 일반적으로 사용자 모델과 항목 모델이 사용되어진다. 사용자 모델은 사용자들간의 선호도 상관관계를 학습하고, 추천하고자 하는 항목에 대한 다른 사용자들의 선호도를 기반으로 그 항목을 추천한다. 이와 유사한 방식으로 항목 모델은 항목들간의 선호도 상관관계를 학습하고, 다른 항목들간의 선호도를 기반으로 추천 받는 사용자에게 항목을 추천한다. 본 논문에서는 추천 성능의 향상을 위해서 사용자 모델과 항목 모델간의 다양한 통합 방법을 제안한다. 제안하는 통합 방법으로는 순차적, 병렬적 통합 방법, 퍼셉트론 또는 다층 퍼셉트론을 이용한 통합 방법, 퍼지 규칙을 이용한 통합 방법 그리고 BKS를 적용한 방법이다. 본 실험에서는 통합 모델을 위해서 다층 퍼셉트론을 이용하여 사용자와 항목 모델을 각각 학습한다. 다층 퍼셉트론은 최근접 이웃방법이나 연관 규칙을 이용한 방법과 같은 기존의 추천 방법보다 연관된 항목들간의 가중치를 학습할 수 있고, 기호 데이타와 수치 데이타를 쉽게 처리할 수 있는 장점이 있다. 본 논문에서는 통합된 모델이 어떠한 단일 모델보다도 우수하고, 실험을 통하여 다층 퍼셉트론을 이용한 통합 방법이 다른 통합 방법보다 효율적인 통합 방법임을 보여주고 있다.

Anaerobic Biotreatment of Animal Manure - A review of current knowledge and direction for future research -

  • Hong, Jihyung
    • 한국축산시설환경학회지
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    • 제11권2호
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    • pp.97-102
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    • 2005
  • Anaerobic decomposition is one of the most common processes in nature and has been extensively used in waste and wastewater treatment for several centuries. New applications and system modifications continue to be adapted making the process either more effective, less expensive, or suited to the particular waste in question and the operation to which it is to be applied. Animal manure is a highly biodegradable organic material and will naturally undergo anaerobic fermentation, resulting in release of noxious odors, such as in manure storage pits. Depending on the presence or absence of oxygen in the manure, biological treatment process may be either aerobic or anaerobic. Under anaerobic conditions, bacteria carry on fermentative metabolisms to break down the complex organic substances into simpler organic acids and then convert them to ultimately formed methane and carbon dioxide. Anaerobic biological systems for animal manure treatment include anaerobic lagoons and anaerobic digesters. Methane and carbon dioxide are the principal end products of controlled anaerobic digestion. These two gases are collectively called biogas. The biogas contains $60\~70\%$ methane and can be used directly as a fuel for heating or electrical power generation. Trace amounts of ammonia and hydrogen sulfide ($100\~300\;ppm$) are always present in the biogas stream. Anaerobic lagoons have found widespread application in the treatment of animal manure because of their low initial costs, ease of operation and convenience of loading by gravity flow from the animal buildings. The main disadvantage is the release of odors from the open surfaces of the lagoons, especially during the spring warm-up or if the lagoons are overloaded. However, if the lagoons are covered and gases are collected, the odor problems can be solved and the methane collected can be used as a fuel. Anaerobic digesters are air-tight, enclosed vessels and are used to digest manure in a well-controlled environment, thus resulting in higher digestion rates and smaller space requirements than anaerobic lagoons. Anaerobic digesters are usually heated and mixed to maximize treatment efficiency and biogas production. The objective of this work was to review a current anaerobic biological treatment of animal manure for effective new technologies in the future.

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초정밀 평면 X-Y 스테이지의 최적제어기 설계 (Optimal Design of Controller for Ultra-Precision Plane X-Y Stage)

  • 곽이구;김재열;양동조;고명수;유신;김기태
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2002년도 춘계학술대회 논문집
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    • pp.342-347
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    • 2002
  • After the industrial revolution in 20 century, the world are preparing for new revolution that is society with knowledge for a basis such as IT(Information Technology), NT(Nano Technology) and BT(Bio Technology). Recently, NT is applied to various fields that are composed of science, industry, media and semiconductor-micro technology. It has need of IT that is ultra-precision positioning technology with strokes of many hundreds mm and maintenance of nm precision in fields of ultra micro process, ultra precision measurement, photo communication part and photo magnetic memory. Performance test of servo control system that is used ultra-precision positioning system with single plane X-Y stage is performed by simulation with Matlab. Analyzed for previous control algorithm and adapted for modern control theory, dual servo algorithm is developed by minimum order observer, and stability and priority on controller are secured. Through the simulation and experiments on ultra precision positioning, stability and priority on ultra-precision positioning system with single plane X-Y stage and control algorithm are secured by using Matlab with Simulink and ControlDesk made in dSPACE

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온라인 대학원 학습자의 학업 스트레스, LMS 활용만족도, 사회적 지지가 학업지속의도에 미치는 영향 (The Influence of Academic Stress, LMS Utilization Satisfaction and Social Support on Academic Persistence among Online Graduate Students)

  • 이다예;김영임
    • 한국학교보건학회지
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    • 제32권3호
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    • pp.144-151
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    • 2019
  • Purpose: The purpose of this study is to examine academic stress, social support and learning management system(LMS) utilization satisfaction of learners attending online graduate schools and understand the factors influencing their academic persistence. Methods: The participants were students of K online graduate school and the data of 143 students, in total, were collected from April to May in 2019. For data analysis, frequency analysis, x2 test, t-test, F-test, Pearson's correlation and multiple regression analysis were conducted using SPSS ver. 23. Results: Academic stress, social support, and LMS utilization satisfaction were associated with academic persistence of online graduate students. The multiple regression analysis of the factors influencing academic persistence showed that the model was significant (p<.001) with an explanatory power of 23% and that significant factors influencing it were academic stress (β=-.23, p=.002), LMS utilization satisfaction (β=.31, p<.001) and jobs (β=.23, p=.002). Conclusion: Although the online graduate students' level of academic persistence was high, it is required to develop strategies to alleviate their academic stress and increase LMS utilization rate in order to increase their persistence to academic success. In addition, it is necessary to provide the foundation on which the utilization of major knowledge regarding jobs can be enhanced, reflecting the characteristics of online graduate students. Furthermore, this study is expected to contribute to the extension of professional and advanced education in response to social needs by developing a variety of online high education learning systems beyond time and space.

Controlling robot by image-based visual servoing with stereo cameras

  • Fan, Jun-Min;Won, Sang-Chul
    • 한국정보기술응용학회:학술대회논문집
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    • 한국정보기술응용학회 2005년도 6th 2005 International Conference on Computers, Communications and System
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    • pp.229-232
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    • 2005
  • In this paper, an image-based "approach-align -grasp" visual servo control design is proposed for the problem of object grasping, which is based on the binocular stand-alone system. The basic idea consists of considering a vision system as a specific sensor dedicated a task and included in a control servo loop, and we perform automatic grasping follows the classical approach of splitting the task into preparation and execution stages. During the execution stage, once the image-based control modeling is established, the control task can be performed automatically. The proposed visual servoing control scheme ensures the convergence of the image-features to desired trajectories by using the Jacobian matrix, which is proved by the Lyapunov stability theory. And we also stress the importance of projective invariant object/gripper alignment. The alignment between two solids in 3-D projective space can be represented with view-invariant, more precisely; it can be easily mapped into an image set-point without any knowledge about the camera parameters. The main feature of this method is that the accuracy associated with the task to be performed is not affected by discrepancies between the Euclidean setups at preparation and at task execution stages. Then according to the projective alignment, the set point can be computed. The robot gripper will move to the desired position with the image-based control law. In this paper we adopt a constant Jacobian online. Such method describe herein integrate vision system, robotics and automatic control to achieve its goal, it overcomes disadvantages of discrepancies between the different Euclidean setups and proposes control law in binocular-stand vision case. The experimental simulation shows that such image-based approach is effective in performing the precise alignment between the robot end-effector and the object.

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인문학 전공자를 위한 창업보육센터 설립 및 운영에 관한 정책연구 (A Policy Study on Business Incubating Center for Arts and Humanities Majors)

  • 김학민;육영수;이영관
    • 한국산학기술학회:학술대회논문집
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    • 한국산학기술학회 2002년도 추계학술발표논문집
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    • pp.300-302
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    • 2002
  • 지식산업사회의 주요 자원인 인문학의 생산성을 높이기 위한 방안으로 본 연구에서는 인문학창업보육센터의 설립과 운영에 관한 모델을 개발하였다. 인문학창업보육센터는 인문학 관련 전공자가 창업에 성공할 수 있도록 창업에 적합한 교육과 정보를 제공하고 졸업 후에도 지속적으로 경영 컨설팅을 제공하는 기관이다. 본 연구는 인문학분야에서 창업 가능한 사업이 무엇인지 고찰하고 이 분야의 사업을 추진하고자 하는 예비창업자에게 제공해야하는 입주공간과 사무기기 등 하드웨어적 측면과 경영기법과 자금유치, 시장개척 등 소프트웨어적 지원을 체계적으로 제시하였다. 본 연구를 통해 중소기업청 차원에서의 인문학분야 창업보육센터 설립의 필요성을 적시하였고, 문화관광부에서 추진하는 문화산업창업보육센터 내에 인문학창업보육실을 운영해야 하는 정책적 필요성을 제안하고 있다. 본 연구에서 제시한 정책제안의 결과로 인문학 분야 관련 정부 연구 기관이나 민간 단체 및 전문기관이 인문학창업보육센터를 설립ㆍ운영하여 인문학분야의 고용창출과, 인문학의 학문적 발전, 그리고 지역의 경제 활성화를 도모하는 계기가 되기를 기대한다.

문제틀과 아키텍처 패턴의 매칭을 이용한 소프트웨어 아키텍처 설계 방법 (A Software Architecture Design Method that Matches Problem Frames and Architectural Patterns)

  • 김정민;강성원;이지현
    • 정보과학회 논문지
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    • 제42권3호
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    • pp.341-360
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    • 2015
  • 패턴은 소프트웨어 개발에서 얻은 경험을 구조화한 것으로 문제해결에 이용되는 반면, 문제틀은 소프트웨어 문제를 분석하는 방법이다. 문제틀은 해법이라기 보다는 문제 도메인에 중점을 두고 있기 때문에 문제를 이해하는데 유용하다. 문제틀과 소프트웨어 아키텍처를 연결하는 기존 연구들은 주어진 문제를 이해하는데 치중하여 문제틀을 이용할 뿐 문제틀과 품질속성 모두를 고려하면서 아키텍처 패턴을 도출하고 있지 않다. 본 논문에서는 문제틀과 아키텍처 패턴의 매칭을 통한 소프트웨어 패턴 기반 아키텍처 설계 방법을 제안한다. 먼저, 문제틀 방법에 따라 문제 모델을 개발한 후 기능 및 품질속성 관점에서 문제 모델을 아키텍처 패턴 후보와 매칭한다. 논문은 기능 매칭을 위해서는 문제틀 다이어그램을 이용한 아키텍처 패턴의 문제 모델을, 품질속성을 고려하기 위해서는 새로운 분석 템플릿을 사용하여 아키텍처를 설계하는 방법을 제안한다. 또한, 사례연구를 통해 제안한 방법이 올바른 아키텍처 패턴을 결정하는 체계적인 프로세스이며 잘 정제된 소프트웨어 아키텍처 설계를 위한 기초가 됨을 보인다.

일반적 3R 링크를 갖는 6각 보행로봇 다리의 보행체적에 대한 해석 (Analysis on the Walking Volumes of a Hexapod System with General 3R Link Legs)

  • 한규범;양창일;백윤수
    • 대한기계학회논문집A
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    • 제20권7호
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    • pp.2205-2212
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    • 1996
  • In order to move the body of a walking robot translationally, and step over the obstacles, the walking robot must have at least 3 degrees of freedom for each leg. Therefore each leg of the general walking robots can be composed of 3-link system with 3 revolute joints. In this paper, the colsed form of inverse kinimatic solutions is shown for this general 3R linkage. Moreover, in order to have efficient walking volume in rough terrain, the workspace of each log is obtained considering the twist angles and the offsets in D-H parameters. When we design a walking robot, the information of the walking volume is needed for planning desired trajectories of the feet effectively. Appropriate knowledge of the walking volume can also be used to maximize linear or angular velocity of minimize power of stress. However, since it is impossible to obrain the information of walking volume in 3-D space directly from the kinematic equations, the walking volume can be searched through the edge detection algorithm using the triangle tracer with closed from inverse kinematic solutions. In this study, we present the closed form inverse kinematic solutions for 3R linkage model, and the walking volume of 6 legged walking robot which is modeled after the darking bettle, Eleodes obscura sulcipennis, through the method of edge detection for an arbitrary 2 dimensional shape using triangle tracer.

시판 전통발효식품에 대한 대전지역 소비자들의 반응 및 구입현황 (Consumers' Response and Purchasing of Traditional Fermented Foods Marketed in Taejon)

  • 구난숙
    • 대한지역사회영양학회지
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    • 제2권3호
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    • pp.388-395
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    • 1997
  • A survey was conducted to investigate housewives' perception and consumption of Korean fermented foods marketed in Taejon. Most subjects know how to prepare Kimchi(seasoned and fermented vegetables), 65-67% can make Kochujang(fermented red pepper soybean paste), Toenjang(Korean style soysauce) and Jang-atchies(pickled basic side dishes), 56% can make Kuk-ganjang(Korean style coysauce), 45% can make Chonggukjang (fermented soybean) and 34% can make Jot-kals(salt-fermented fish products). With decreasing age(p<0.0001), not many other subjects could make other fermented foods besides Kimchi. The percentages of subjects buying fermented foods were 71.5% for Chin-ganjang(Japanese style soysauce), 51.7% Jot-kals, 27.1%Kochujang, 25.7% Chonggukjang, 20.1% Jang-atchies, 10.4% Toenjang, 5.9% Kuk-ganjang, and 3.8% Kimchi. the uounger in age, the higher the tendency to buy marketed Kimchies(p<0.05) and Kochujang(p<0.01). The resons for purchasing fermented foods were convenience (52.9%), lack of preparation knowledge(17.5%), lack of time for preparation(12.5%), and lack of space for food storage(8.2%). Subjects indicated that their reasons for mot buying were as follows : use of additives or unreliability with regard to manufacturing dates(45%), bad taste(21%), unsanitary treatment(16%) and to keep their indigenous taste(14%). They cosidered expiration dates, taste, crpteria and safety as the important standard in selecting marketed foods. Younger subjects insisted on the improvement of sanitary condition and partial change of taste to increase the consumption of fermented foods. However, older subjects thought it best to keep the taste original for more utilization of fermented foods.

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디스크질환과 언더라이팅 -보장급부를 중심으로 고찰한 생명보험 언더라이터의 제안- (Disc and underwriting - A proposal of life underwriter in terms of insurance benefits -)

  • 변혜진
    • 보험의학회지
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    • 제27권2호
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    • pp.96-106
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    • 2008
  • 다음은 위의 모든 결과를 바탕으로 디스크 질환의 입원기간이 길어지고 재발이 일어날 수 있는 나쁜 조건 (NEGATIVE)과 그 반대인 좋은 조건(Positive)을 table로 정리하였다. 좋은 조건은 같은 추간판 탈출 기왕력자라고 하더라도 예후에 긍정적인 가능성을 주는 조건이다. 따라서 심사할 때 table를 토대로 고지내용이 좋은 조건인지, 나쁜 조건인지 판단 할 수 있고 추가 질문사항을 요청하는데 도움이 될 수 있을 것이다. 만약 입원을 했더라도 며칠을 입원했는지. 재수술을 하였다면 어떻게 했는지, 직장인의 경우 현재 어떤 조건인지, 수술을 했다면 구체적으로 수술명이 무엇인지, 수술 후 술, 담배를 하였는지, 수술 후 현재 상태가 어떤지에 따라 인수 여부를 결정하는데 도움이 될 것이라고 생각한다.

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