• 제목/요약/키워드: Objective Knowledge

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Data Mining in Marketing: Framework and Application to Supply Chain Management

  • Kim, Steven H.;Min, Sung-Hwan
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 1999년도 춘계공동학술대회-지식경영과 지식공학
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    • pp.125-133
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    • 1999
  • The objective of knowledge discovery and data mining lies in the generation of useful insights from a store of data. This paper presents a framework for knowledge mining to provide a systematic approach to the selection and deployment of tools for automated learning. Every methodology has its strengths and limitations. Consequently, a multistrategy approach may be required to take advantage of the strengths of disparate technique while circumventing their individual limitations. For concreteness, the general framework for data mining in marketing is examined in the context of developing agents for optimizing a supply chain network.

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통신모형의 구조적인 지식과 객체형 데이터를 이용한 망설계시스템 (A design system of telecommunication networks using structural knowledge and object data)

  • 김철수
    • 경영과학
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    • 제14권1호
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    • pp.205-227
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    • 1997
  • Higher level representation splay an important role in model management systems. The role is to make decision makers friendly represent their problem using the representations. In this research, we address higher level representations including five distinctivenesses: Objective, Node, Link, Topological Constraint including five components, and Decision, Therefore, it is developed a system called HLRNET that implements the building procedure of network models using structural knowledge and object data The paper particularly elaborates all components included in each of distinctiveness extracted from structural characteristics of a lot of telecommunication network models. Higher level representations represented with five destinctivenesses should be converted into base level representations which are employed for semantic representations of linear and integer programming problems in a knowledge-assisted optimization modeling system. The system is illustrated with an example of the local access network model.

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지식 기반 회의관리 시스템 아키텍처에 관한 연구 (A Study on Knowledge based Conference Management System Architecture)

  • 김창수;정회경;이수연
    • 한국정보통신학회논문지
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    • 제10권9호
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    • pp.1691-1699
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    • 2006
  • 본 논문에서는 모든 분야의 지식 에 대해 온톨로지(ontology)화 하기보다는 회의 분야로 특화하여 회의 지을 온톨로지화 할 수 있는 지식기반회의 관리시스템 아키텍처를 제시한다. 또한, 시뮬레이션 및 분석을 통해 객관적 평가 기준을 마련한 다음 화상 회의, 음성 인식, 행동 인식 등의 각종 인식 시스템을 통해 변환되고 가공된 정보를 체계화하고 지식 화하여 분석 할 수 있는 시스템으로의 발전 가능성에 대해서 제시한다.

미래전에서 정보가 지휘결심에 미치는 효과 분석 (Analysis of the Effects that Information contributes to Commands for Future Warfare)

  • 유재영;조용건
    • 한국정보통신학회논문지
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    • 제14권1호
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    • pp.259-266
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    • 2010
  • 본 논문에서는 각각의 지휘소에서 수행되는 지휘결심의 질적 측면에서 네트워크를 통해서 수집되고 공유되는 정보의 효과를 평가하는 방안을 도출하고자 한다. 이러한 효과는 각각의 지휘소에서 수행되는 지휘결심에 결정적인 정보 요소에 대한 불확실성의 감소를 통해서 수학적으로 측정할 수 있다. 각종 보고들이 점점 많아질수록 불확실성은 줄어들고, 정보의 양은 증가하게 된다. 이러한 경우에 개체들간의 협동 과정에 의한 효과를 엔트로피를 이용하여 지식 함수 측면으로 살펴보고자 한다.

공학·과학·미학·인문학 및 사회과학 분야간 지식융합을 위한 수렴영역 분석 (Analysis on the Convergence for Knowledge Fusion in the Field of the Engineering, Science, Aesthetics, Humanities and Social Sciences)

  • 박성미
    • 수산해양교육연구
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    • 제25권5호
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    • pp.1031-1045
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    • 2013
  • The purpose of this study was to analyze on the convergence for knowledge fusion in the filed of the engineering, science, aesthetics, humanities and social sciences. For the study, the related literatures were reviewed focusing on the convergence in the basis of the inter-disciplinary. In addition, interviews with 5 professors in the field of the engineering, science, aesthetics, humanities and social sciences were analyzed. The keys of analysis were perspective of academic disciplines. The findings of this study were as follows; most of professors recognized the inter-disciplinary of engineering, science, aesthetics, humanities and social sciences. But, there were some barriers engineering of professors in inter-disciplinary.

KOREAN STUDENTS' BEHAVIORAL CHANGE TOWARD NUCLEAR POWER GENERATION THROUGH EDUCATION

  • Han, Eun Ok;Kim, Jae Rok;Choi, Yoon Seok
    • Nuclear Engineering and Technology
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    • 제46권5호
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    • pp.707-718
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    • 2014
  • As a result of conducting a 45 minute-long seminar on the principles, state of use, advantages, and disadvantages of nuclear power generation for Korean elementary, middle, and high school students, the levels of perception including the necessity (p<0.017), safety (p<0.000), information acquisition (p<0.000), and subjective knowledge (p<0.000), objective knowledge (p<0.000), attitude (p<0.000), and behavior (p<0.000) were all significantly higher. This indicates that education can be effective in promoting widespread social acceptance of nuclear power and its continued use. In order to induce behavior change toward positive judgments on nuclear power generation, it is necessary to focus on attitude improvement while providing the information in all areas related to the perception, knowledge, attitude, and behavior. Here, the positive message on the convenience and the safety of nuclear power generation should be highlighted.

비지도학습 기반의 뎁스 추정을 위한 지식 증류 기법 (Knowledge Distillation for Unsupervised Depth Estimation)

  • 송지민;이상준
    • 대한임베디드공학회논문지
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    • 제17권4호
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    • pp.209-215
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    • 2022
  • This paper proposes a novel approach for training an unsupervised depth estimation algorithm. The objective of unsupervised depth estimation is to estimate pixel-wise distances from camera without external supervision. While most previous works focus on model architectures, loss functions, and masking methods for considering dynamic objects, this paper focuses on the training framework to effectively use depth cue. The main loss function of unsupervised depth estimation algorithms is known as the photometric error. In this paper, we claim that direct depth cue is more effective than the photometric error. To obtain the direct depth cue, we adopt the technique of knowledge distillation which is a teacher-student learning framework. We train a teacher network based on a previous unsupervised method, and its depth predictions are utilized as pseudo labels. The pseudo labels are employed to train a student network. In experiments, our proposed algorithm shows a comparable performance with the state-of-the-art algorithm, and we demonstrate that our teacher-student framework is effective in the problem of unsupervised depth estimation.

지식의 공유 및 활용을 위한 지식분류체계 설계방안 - 한국원자력연구소를 중심으로 (Construction of Knowledge Classification Scheme for Sharing and Usage of Knowledge : a Case Study in KAERI)

  • 유재복
    • 정보관리연구
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    • 제35권1호
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    • pp.1-27
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    • 2004
  • 지식경영에 있어서 조직 구성원들 간에 지식을 공유하는 가장 기초적이면서 기틀이 되는 것은 공유할 지식을 체계적으로 관리할 수 있는 지식분류체계를 구축하는 것이다. 이에 이 연구에서는 지식경영의 도입단계에 있는 한국원자력연구소에서 조직 구성원들이 실제로 지식을 효율적으로 공유할 수 있도록 하기 위한 최적의 지식분류체계를 구축하였다. 이 연구에서는 지식경영의 본격적인 도입에 따라 한국원자력연구소에서 실제로 활용할 수 있는 전소차원의 지식분류체계를 구축하기 위해서, 기본적인 분류체계 설계원칙 아래 기존의 다양한 분류체계를 참고하여, (1) 지식분류체계 초안 작성단계, (2) 지식분류체계 수정안 작성단계, (3) 지식분류체계 검증 및 확정단계 등과 같이 3단계 과정을 거쳐 지식분류체계를 완성하였다. 완성된 지식분류체계는 기술적인 측면과 조직체계를 감안한 미래지향적인 분류체계로서 총 218항목으로서, 대분류 8항목, 중분류 43항목, 소분류 167항으로 구성되어 있다. 여기에서 설계된 지식분류체계는 한국원자력연구소에서 지식경영을 운영할 때 지식의 체계적인 관리를 통한 조직 구성원들의 지식 공유 및 활용의 가장 기초적이면서 중요한 틀로써 이용될 수 있을 것이다. 아울러 지식분류체계 자체는 물론 지식분류체계의 초안 작성에서부터 최종안을 완성하기까지의 제반 설계과정 및 방법론적인 측면은 지식경영을 도입하려는 타 연구기관이나 기업체 등에서 지식분류체계를 설계할 때 매우 유용하게 활용될 수 있을 것으로본다.

Enhancing Knowledge, Beliefs, and Intention to Screen for Prostate Cancer via Different Health Educational Interventions: a Literature Review

  • Saleh, Ahmad M;Fooladi, Marjaneh M;Petro-Nustas, Wasileh;Dweik, Ghadeer;Abuadas, Mohammad H
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권16호
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    • pp.7011-7023
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    • 2015
  • Background: Prostate cancer is one of the most common cancers affecting men globally, constituting the sixth leading cause of cancer related death in males, and the eleventh leading cause of death from cancer in all age groups. In Jordan, prostate cancer is the third most common cancer in the male population, accounting for one third (6.2%) of cancer related deaths and in 2010 alone, 218 (9.4%) new cases were identified. Objective: To assess the effectiveness of different health education interventions aimed at enhancing knowledge, beliefs and intention to screen for prostate cancer. Materials and Methods: A literature search from January 2000 to April 2015 was conducted using the key words "prostate disease," "educational program," "knowledge," "prostate cancer," "demographic factors and prostate cancer," "knowledge and prostate cancer," "education for patients with prostate cancer," "factors that affect intention to screen," "knowledge, beliefs, and intention to screen for prostate cancer," "impact of prostate educational program on beliefs," and "impact of educational program on intention to screen." Results: Majority of studies reviewed indicated that men had low levels of knowledge regarding prostate cancer, and mild to moderate beliefs with good intention to screen for prostate cancer. Conclusions: Most studies indicated that men's knowledge levels about prostate cancer were poor and they had mild to moderate beliefs and intentions to screen for prostate cancer. Therefore, development of an assessment strategy based on the Health Belief Model seems essential. An effectively designed and implemented educational program can help identify the needs and priorities of the target population.

주부(主婦)들의 영양지식(營養知識)과 태도(態度)에 관한 연구(硏究) - 서울시(市) 일부지역(一部地域)을 중심(中心)으로 - (A Study on the Homemakers Knowledge and Attitudes About Nutrition)

  • 이희숙;장유경
    • Journal of Nutrition and Health
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    • 제18권2호
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    • pp.90-97
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    • 1985
  • The objective of this study is to collect basic data which can lead effective direction in performing nutritional education, by investigating 273 homemakers' knowledge and attitudes about nutrition. This study was performed using questionnaire about the knowledge and the attitudes of nutrition according to the age, education level, occupation, food cost, and total income. Results were summarized as follows; 1) sources in the knowledge of nutrition appeared by order of T.V., cookbooks, magazines newspapers, mothers, friends, lecturers in cooking school, and nutritionist. 2) A level in the knowledge of nutrition which scord an average marks 154.7(the highest marks 210) was higher compared to other studies. Informations about food composition scord lower marks than other studies. 3) Attitudes about nutrition showed high score in the aspects that nutrition has an important role in health, and desirable eating habits were formed in childhood. 4) The knowledge of nutrition had no significant differences with age, occupation, and food cost whereas it had significant correlation with education level and total income. The higher the level in education and total income, the higher the level in the knowledge of nutrition. 5) The attitudes about nutrition had no correlation with age, occupation, but it had a significant correlation with education level, food cost and total income. 6) There was an significant correlation between the knowledge and attitudes about nutrition. In order to promote children's nutrition status, nutrition education for mothers must be accomplished in the first place. Development of T.V. program for children's nutrition education is desirable.

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