• 제목/요약/키워드: Knowledge of result

검색결과 4,665건 처리시간 0.051초

The Application of Machine Learning Algorithm In The Analysis of Tissue Microarray; for the Prediction of Clinical Status

  • Cho, Sung-Bum;Kim, Woo-Ho;Kim, Ju-Han
    • 한국생물정보학회:학술대회논문집
    • /
    • 한국생물정보시스템생물학회 2005년도 BIOINFO 2005
    • /
    • pp.366-370
    • /
    • 2005
  • Tissue microarry is one of the high throughput technologies in the post-genomic era. Using tissue microarray, the researchers are able to investigate large amount of gene expressions at the level of DNA, RNA, and protein The important aspect of tissue microarry is its ability to assess a lot of biomarkers which have been used in clinical practice. To manipulate the categorical data of tissue microarray, we applied Bayesian network classifier algorithm. We identified that Bayesian network classifier algorithm could analyze tissue microarray data and integrating prior knowledge about gastric cancer could achieve better performance result. The results showed that relevant integration of prior knowledge promote the prediction accuracy of survival status of the immunohistochemical tissue microarray data of 18 tumor suppressor genes. In conclusion, the application of Bayesian network classifier seemed appropriate for the analysis of the tissue microarray data with clinical information.

  • PDF

A Study on the Analysis and Identification of Seafarers' Skill-Rule-Knowledge Inherent in Maritime Accidents

  • Yim, Jeong-bin
    • 해양환경안전학회지
    • /
    • 제23권3호
    • /
    • pp.224-230
    • /
    • 2017
  • The purpose of this study is to classify the deficient abilities of seafarers into SRK (Skill, Rule, and Knowledge) and analyze and identify the SRK by the type of accident and ship. Experimental data used the SRK cumulative frequency for 1,606 marine accident records and two-way ANOVA and t-test were used for the analysis tools. The results of two-way ANOVA showed that it is possible to identify the deficient abilities by using the cumulative frequency of SRK in both accident and ship types. As a result of the t-test, the adoption of the null hypothesis (H=0) that the mean of two pairs is equal and the rejection of the null hypothesis (H=1) were 29.2 % and 70.8 %, respectively. For the ship type, H=0 is 33.3 % and H=1 is 66.7 %. Through this study, it was found that about 70 % of the deficient abilities of seafarers inherent in maritime accidents can be identified using the proposed method.

Exploring Knowledge Processing in a Social Complex Adaptive Organization : Wikipedia through the Lens of the LIFE Model

  • Faucher, Jean-Baptiste P.L.;Everett, Andre M.;Lawson, Rob
    • Journal of Information Technology Applications and Management
    • /
    • 제18권1호
    • /
    • pp.15-39
    • /
    • 2011
  • A deeper understanding of how organizations behave as social complex adaptive systems is needed. In this paper we demonstrate how the Leadership Invigorating Flows of Energies model can help with this understanding. The model highlights the role of emergent leadership as a force encouraging the creation, diffusion, and utilization of knowledge through self-organizing mechanisms. We illustrate our approach by examining Wikipedia and show how it can be described as a social CAS. Our analysis of Wikipedia describes how emerging intrapreneurship behaviors result in dynamic flows of knowledge and self-organizing feedback mechanisms across the organization. We provide implications for organization studies and present evidence to support claims made by advocates of complexity theory. We conclude by proposing that Wikipedia can be seen as a new form of organization, and finish with a brief note highlighting a possible way forward.

GKMC하 지식공유영향요인에 관한 연구 (A Study on the Influencing Factors of Knowledge Sharing at GKMC)

  • 송충근
    • 정보화정책
    • /
    • 제21권3호
    • /
    • pp.85-101
    • /
    • 2014
  • 본 연구에서는 GKMC(정부지식행정시스템)가 그 이용자들이 필요한 지식을 공유하는 데 미치는 요인들을 분석하고 그 결과가 함의하고 있는 정책적 의미들을 읽어내고자 하였다. 이를 위해 먼저 선행연구검토를 통해 CMC품질수준, 공동체일체감, 구조적 사회자본, 관계적 사회자본, 인지적 사회자본 등 총 5개의 지식공유영향요인을 선정하고 분석모형구축, 가설설정, 회귀분석실시 등 일련의 과정을 통하여 위의 5개요인 모두가 GKMC를 통한 지식공유에 긍정적인 영향을 미치는 것으로 나타났다. 가장 큰 영향을 미치고 있는 요인은 공통체일체감이며, CMC품질수준, 사회자본 순이었다. 해당조직의 관리자들은 성공적인 지식공유를 위해 공동체적인 유대감을 형성시키고 사용자들이 GKMC를 편리하게 이용할 수 있도록 지속적으로 모니터링하여 불만을 제거함은 물론이고 발생 가능한 불만들을 예측, 적절한 조치를 취해야 하며, 사회자본들 간의 관계변화추이를 면밀히 살피면서 자유롭고 행복한 조직분위기를 만들어나가야 할 것이다.

A binocular robot vision system with quadrangle recognition

  • Yabuta, Yoshito;Mizumoto, Hiroshi;Arii, Shiro
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2005년도 ICCAS
    • /
    • pp.80-83
    • /
    • 2005
  • A binocular robot vision system having an autonomously moving active viewpoint is proposed. By using this active viewpoint, the system constructs a correspondence between the images of a feature points on the right and left retinas and calculates the spatial coordinates of the feature points. The system incorporates a function of detecting straight lines in an image. To detect lines the system uses Hough transform. The system searches a region surrounded by 4 straight lines. Then the system recognizes the region as a quadrangle. The system constructs a correspondence between the quadrangles in the right and left images. By the use of the result of the constructed correspondence, the system calculates the spatial coordinates of an object. An experiment shows the effect of the line detection using Hough transform, the recognition of the surface of the object and the calculation of the spatial coordinates of the object.

  • PDF

환경관리지식과 환경오염인지 및 환경보전 관리행동에 관한 연구 - 부산시 주부를 대상으로 - (A Study on the Environmental Management Knowledge and Perception on Environmental Pollution and the Management Behavior on Environmental Preservation - As Related to Housewives in Pusan -)

  • 이정숙
    • 한국농촌생활과학회지
    • /
    • 제8권1호
    • /
    • pp.57-72
    • /
    • 1997
  • The purpose of this study was to investigate some influencing variables related to the management behavior on environmental preservation of housewives in Pusan. The subject of this study were 411 housewives and interviewed with a questionnaire. The data was analyzed by SPSS/PC+ Program for the frequency, mean, standard deviation, Cronbach's$\alpha$, t-test, F-test, Duncan's multiple range test and regression. The major result of this study were as follows : 1. The level of Environmental Management Knowledge was relatively high. The perceived level of environmental pollution was relatively high. The score of perception on water pollution was the highest. The level of management behavior on environmental preservation was relativity low. The score of management behavior on food pollution was the highest. 2. Frequencies of management behavior on environmental preservation differ according to age, education, relegion, and mass - media. 3. The influenced level of perception on air pollution was the highest among the other variables.

  • PDF

초등학생을 위한 약물남용예방 프로그램의 적용 효과 (The Effect of Drug Abuse Prevention Program for Elementary School Students)

  • 성정혜;박정숙
    • 대한간호학회지
    • /
    • 제34권3호
    • /
    • pp.421-429
    • /
    • 2004
  • Purpose: This study is to evaluate the effects of drug abuse prevention program for elementary school students. Method: The design of this study is nonequivalent control group pretest-posttest design. The subjects of experimental group were 27 students and the subjects of control group were 25 students in fifth grade of elementary school in C City, Gyeongsangbuk-do. The experimental group had Drug Abuse Prevention Program, which was two days per week program, for 5 weeks. And post-test was carried out in the same way as the pre-test. Data analysis was done using frequency, percentage, mean, standard deviation, Chi-square test, t-test, Paired Samples t-test using with SPSS WIN 11.0. Result: the experimental group, to which drug abuse prevention program was given, was improved in knowledge of drug and unacceptable attitude of drug compared to the control group, but there were no significant differences of self-esteem and assertiveness between two groups. Conclusion: The drug abuse prevention program was effective to increase knowledge and attitude of drug in elementary school students.

FTA(Fault Tree Analysis)에서 불확실한 위험분석을 위한 퍼지모형 연구 (A Study Fuzzy model for Risk Analysis of Uncertainly FTA(Fault Tree Analysis))

  • 임총규;박주식;강경식
    • 대한안전경영과학회지
    • /
    • 제4권1호
    • /
    • pp.37-47
    • /
    • 2002
  • Risk analysis is a formal deductive procedure for determining combinations of component failures and human errors that could result in the occurrence of specified undesired events at the system level. This method can be used to analyze the vast majority of industrial system reliability problems. This study deals with the application of knowledge-engineering and a methodology for the assessment & measurement of reliability, availability, maintainability, and safety of industrial systems using FTA(fault tree analysis), A fuzzy methodology for fault-tree evaluation seems to be an alternative solution to overcome the drawbacks of the conventional approach (insufficient Information concerning the relative frequencies of hazard events). To improve the quality of results, the membership functions must be approximated based on heuristic considerations, The purpose of this study is to describe the knowledge engineering approach, directed to integrate the various sources of knowledge involved in a FTA.

KOREAN STUDENTS' BEHAVIORAL CHANGE TOWARD NUCLEAR POWER GENERATION THROUGH EDUCATION

  • Han, Eun Ok;Kim, Jae Rok;Choi, Yoon Seok
    • Nuclear Engineering and Technology
    • /
    • 제46권5호
    • /
    • pp.707-718
    • /
    • 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.

A Study on the Plan of Activation of Library by Utilizing the Virtual Reality and Augmented Reality

  • Noh, Younghee;Shin, Youngji
    • International Journal of Knowledge Content Development & Technology
    • /
    • 제12권1호
    • /
    • pp.85-104
    • /
    • 2022
  • In this study, in line with the era of the fourth industrial revolution, general concepts, technologies, trends, and examples of virtual reality and augmented reality were examined, and based on this, a plan that could be applied to libraries in the future was proposed. As a result of the study, first, it is necessary to construct a smart space as an experiential play space that can satisfy cultural desires transcending time and space by providing immersive contents using 4th technology such as VR and AR. Second, it is necessary to expand experiential cultural support services through VR, AR and MR. Third, to develop educational contents based on augmented reality technology. In order to apply and activate virtual reality and augmented reality in libraries in the future, based on a survey of librarians and users of public libraries, a survey on the application status, satisfaction, and demand of current public libraries should be conducted.