• Title/Summary/Keyword: Case Generalization

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State Evaluation of RC Bridge Girders by Inductive Case Learning (귀납적 사례학습에 의한 RC교량 주형의 상태평가)

  • 안승수;김기현;박광림;황진하
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2000.10a
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    • pp.159-165
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    • 2000
  • A new state evaluation approach for structural safety is presented in this study. To reduce the subjectivity of the view and judgement of each expert founded on a limited body of knowledge in cognitive and inferential process of safety assessment, we introduced inductive learning method in AI. Inductive learning derives generalization from experiences. Decision tree induction algorithm analyzes the domain knowledge, produce rules via decision trees and then allow us to determine the classification of an object from case examples. The training set of state evaluation is constructed according to the selected attributes from working reports of RC bridge girders.

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Perceptron-like SOM : Generalization of SOM (퍼셉트론 형태의 SOM : SOM의 일반화)

  • Song, Geun-Bae;Lee, Haing-Sei
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.10
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    • pp.3098-3104
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    • 2000
  • This paper defiens a perceptron-like self-organizing map(PSOM) and show that PSOM is equivalent to Kohonen's self-organizing map(SOM) if target values of output neurons of PSOM are selected properly. This fact imphes that PSOM is a generalized SOM algorithm. This paper also show that if clustering is restricted to vector sets distributed on hypersphere with unit radius, SOM and dot-product SOM(DOSM) are equivalent algorithms. Therefore we conclude that DSOM is a special case of SOM, which in turn a special, case of PSOM.

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A Study on the Research Methodologies of Geographic Information System and Utility of Case Study Method (국가GIS 연구를 위한 사례연구방법론의 탐색)

  • Kim, Tae-Jin
    • Spatial Information Research
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    • v.16 no.1
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    • pp.145-155
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    • 2008
  • Case study has been criticized far its lack of generalization to the larger population and lack of sampling controls. Some of shortcomings of case study methods may be overcome, by using logically consistent, rigorous, and systematic approaches. Especially, Case study method has been suggested as appropriate for researching a range of GIS implementation, utilization, and diffusion issues. This paper provides examples of how the substance of its requirements may be met in the context of GIS case study. For the successful implementation of GIS, this study suggest that the case study method in GIS appropriate to the study of casual relations in and explication of complex GIS acquisition and adoption process.

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Generalization of modified systematic sampling and regression estimation for population with a linear trend (선형추세를 갖는 모집단에 대한 변형계통표집의 일반화와 회귀추정법)

  • Kim, Hyuk-Joo;Kim, Jeong-Hyeon
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.6
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    • pp.1103-1118
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    • 2009
  • When we wish to estimate the mean or total of a finite population, the numbering of the population units is of importance. In this paper, we have proposed two methods for estimating the mean or total of a population having a linear trend, for the case when the reciprocal of the sampling fraction is an even number and the sample size is an odd number. The first method involves drawing a sample by using a method which is a generalization of Singh et al's (1968) modified systematic sampling, and using interpolation in determining the estimator. The second method involves selecting a sample by modified systematic sampling, and estimating the population parameters by the regression estimation method. Under the criterion of the expected mean square error based on Cochran's (1946) infinite superpopulation model, the proposed methods have been compared with existing methods. We have also made a comparison between the two proposed methods.

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Fostering Algebraic Reasoning Ability of Elementary School Students: Focused on the Exploration of the Associative Law in Multiplication (초등학교에서의 대수적 추론 능력 신장 방안 탐색 - 곱셈의 결합법칙 탐구에 관한 수업 사례 연구 -)

  • Choi, Ji-Young;Pang, Jeong-Suk
    • School Mathematics
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    • v.13 no.4
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    • pp.581-598
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    • 2011
  • Given the growing agreement that algebra should be taught in the early stage of the curriculum, considerable studies have been conducted with regard to early algebra in the elementary school. However, there has been lack of research on how to organize mathematic lessons to develop of algebraic reasoning ability of the elementary school students. This research attempted to gain specific and practical information on effective algebraic teaching and learning in the elementary school. An exploratory qualitative case study was conducted to the fourth graders. This paper focused on the associative law of the multiplication. This paper showed what kinds of activities a teacher may organize following three steps: (a) focus on the properties of numbers and operations in specific situations, (b) discovery of the properties of numbers and operations with many examples, and (c) generalization of the properties of numbers and operations in arbitrary situations. Given the steps, this paper included an analysis on how the students developed their algebraic reasoning. This study provides implications on the important factors that lead to the development of algebraic reasoning ability for elementary students.

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A Case Study on the Effects of Online Lifelong Education at Home Using Contents of Lifelong Education Center Attached to the University on the Acquisition and Generalization of Cooking Task Skills of the Persons with Developmentally Disabilities (대학부설 평생교육원 콘텐츠를 활용한 가정 내 온라인 평생교육이 발달장애인의 조리직무기술 습득 및 일반화에 미치는 효과)

  • Kim, Young-Jun;Kwon, Ryang-Hee
    • Journal of Convergence for Information Technology
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    • v.11 no.8
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    • pp.137-150
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    • 2021
  • This study The purpose of this study was to investigate the effects of online lifelong education in a home using contents of university-affiliated lifelong education center on the acquisition and generalization of cooking task skills for persons with developmental disabilities. The subjects of this study were three persons with developmental disabilities who lived with their parents in the home without employment after graduation from school. The research design and method used the technique of multiple probe design across subjects during the single subject research. As a result of the study, the three persons with developmental disabilities who participated in the study effectively acquired cooking task skills through online lifelong education in the home using contents of university-affiliated lifelong education center, and generalized the performance of cooking task skills in the actual restaurant environment, not at home.

Students' Problem Solving Based on their Construction of Image about Problem Contexts (문제맥락에 대한 이미지가 문제해결에 미치는 영향)

  • Koo, Dae Hwa;Shin, Jaehong
    • Journal of the Korean School Mathematics Society
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    • v.23 no.1
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    • pp.129-158
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    • 2020
  • In this study, we presented two geometric tasks to three 11th grade students to identify the characteristics of the images that the students had at the beginning of problem-solving in the problem situations and investigated how their images changed during problem-solving and effected their problem-solving behaviors. In the first task, student A had a static image (type 1) at the beginning of his problem-solving process, but later developed into a dynamic image of type 3 and recognized the invariant relationship between the quantities in the problem situation. Student B and student C were observed as type 3 students throughout their problem-solving process. No differences were found in student B's and student C's images of the problem context in the first task, but apparent differences appeared in the second task. In the second task, both student B and student C demonstrated a dynamic image of the problem context. However, student B did not recognize the invariant relationship between the related quantities. In contrast, student C constructed a robust quantitative structure, which seemed to support him to perceive the invariant relationship. The results of this study also show that the success of solving the task 1 was determined by whether the students had reached the level of theoretical generalization with a dynamic image of the related quantities in the problem situation. In the case of task 2, the level of covariational reasoning with the two varying quantities in the problem situation was brought forth differences between the two students.

A New Finding-peripheral Vision Phobia: A Possible Subtype of Social Phobia

  • Jang, Su Hee
    • Journal of Acupuncture Research
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    • v.31 no.1
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    • pp.159-165
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    • 2014
  • Background and objectives : Social phobia is a nervous anxiety characterized by one or more constant fear in social activity or specific situation which causes serious damage to individual's social functions leading to chronic functional impairment when it is untreated. The objective of this study is to report a new finding of a possible subtype of social phobia according to a case survey and study of sufferers found via online support group. Methods : A single case review using survey and interview on patient was employed. Following a no-treatment baseline period for examination and interview, biweekly acupuncture treatment with interview for in-depth examination was delivered for 6months. Also, for in-depth investigation of peripheral vision phobia, survey questionnaire was done by the members of a Korean support group on on-line social group forum. Result : A new type of social phobia which has not yet been reported nor mentioned in any journals, namely called 'peripheral vision phobia' has been identified. Biweekly acupuncture treatment reached a comfort state of mental status on one case of patient with social phobia. Limitation : Due to the shift of environment on patient's part, the termination of the school session at where the phobia occur the most, the reoccurrence of the phobia is yet to be examined. Also, the generalization of the new type of phobia as a subtype only by reviewing one case alone with survey interview of on-line social group has limitation. Conclusion : The result of the case review suggests that 'peripheral vision phobia' is strictly concentrated on malfunctioning of peripheral vision without functional or organic hindrance of pupils or of any parts of eyes including eye muscles due to peripheral vision phobia. PVP is similar to social phobia and it may be a subtype of social phobia, however, since etiology, diagnosis, medical treatment methods are under researched, investigation is yet to be done.

An Analysis of Third Graders' Functional Thinking (초등학교 3학년 학생들의 함수적 사고 분석)

  • Kim, Jeong-Won;Pang, Jeong-Suk
    • Education of Primary School Mathematics
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    • v.11 no.2
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    • pp.105-119
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    • 2008
  • Functional thinking, which focuses on the relationship between two or more varying quantities, is one of the key strands of algebraic thinking. This article is a case study that aimed to investigate how 3rd grade elementary students might make their functional thinking. The results showed that students not only understood the functional situation well but also created a record of the corresponding values of quantities, typically using descriptive writings and pictures. But when they tried to find a pattern and make a generalization, the students showed various difficulties. This paper concludes with implications on how to promote students' functional thinking from early grades in the elementary school.

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A Case Study on Conversion of Idle Industrial Facilities - Focus on Tate Modern, Baltic Center for Contemporary Art, and Ruhr Museum - (유휴 산업시설의 컨버전 사례 분석 - 테이트모던, 발틱 현대미술센터, 루르박물관을 중심으로 -)

  • Cho, Youn-Joo;Shin, Kyung-Joo
    • Korean Institute of Interior Design Journal
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    • v.20 no.3
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    • pp.59-68
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    • 2011
  • As society alters and building ages, many industrial facilities lost their function and abandoned in central city areas, and sometimes creating many problems. However, many European countries successfully transformed those urban decay to vivid cultural hub. The purpose of this study was to analyze a concept and methods of converting idle industrial facilities to successful cultural spaces. A case study of Tate Modern, Baltic Center for Contemporary Art, and Ruhr Museum was conducted using literature review, site visit, and interview methods. Findings indicated that converting historically significant idle industrial facilities to cultural center had not only reused abandoned site but also helped regenerating adjacent urban areas. This article demonstrates the key factors of successful conversion strategies as convenience, participation, placeness, historicity, and accessibly; and thus an effort to actively enhance the strategic factors were demanded in future conversion projects. A continuous studies on exploring extensive cases in various perspectives are required for further generalization in future studies.