• 제목/요약/키워드: Hierarchical Classification

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Understanding the Arithmetic Mean: A Study with Secondary and University Students

  • Garcia Cruz, Juan Antonio;Alexandre Joaquim, Garrett
    • Research in Mathematical Education
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    • v.12 no.1
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    • pp.49-66
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    • 2008
  • In this paper we present a cognitive developmental analysis of the arithmetic mean concept. This analysis leads us to a hierarchical classification at different levels of understanding of the responses of 227 students to a questionnaire which combines open-ended and multiple-choice questions. The SOLO theoretical framework is used for this analysis and we find five levels of students' responses. These responses confirm different types of difficulties encountered by students regarding their conceptualization of the arithmetic mean. Also we have observed that there are no significant differences between secondary school and university students' responses.

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Classification of Bodytype on Adult Male for the Apparel Sizing System (Part 3) -Bodytype of Trunk from the Photoqraphic Data- (남성복의 치수규격을 위한 체형분류(제3보) -사진자료에 의한 동체부의 분류-)

  • 김구자
    • Journal of the Korean Society of Clothing and Textiles
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    • v.19 no.6
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    • pp.924-932
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    • 1995
  • Concept of the comfort and fitness has become a major concern in the basic function of the ready.made clothes. Until now ready-made clothes were not made by on the basis of the bodytype, but by the body size only This research was performed to classify and characterize the bodytypes of Korean adult males. Sample size was 1290 subjects and their age range was from 19 to 54 years old. 25 variables from the photographic data were applied to analyze the bodytype of trunk. Data were analyzed by the multivariate method, especially factor and cluster analysis. The groups forming a cluster can be subdivided into 5 sets by crosstabulation extracted by the hierarchical cluster analysis. 5 bodytypes classified by the photographic sources could be combined with the anthropometric data and were demonstrated with 5 silhouette. Type 3 and 4 in trunk were dominant and were composed of the majority of 55.6% of the subjects. Bodytypes of Korean males were influenced by the degree of posture erectness and of curvature of the front side of the body in waist and abdomen.

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Multicriterion Matrix Technique of Vegetation Assessment - A New Evaluation Technique on the Vegetation Naturalness and Its Application - (다항목 매트릭스 식생평가 기법 식생의 자연성 평가에 대한 새로운 기법과 그 적용 -)

  • 김종원;이은진
    • The Korean Journal of Ecology
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    • v.20 no.5
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    • pp.303-313
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    • 1997
  • A new evaluation technique, i.e. multicriterion matrix technique, on the vegetation assessment was proposed and compared with several techniques having been previously used in the environmental impact assessment. Four criterias and 10 subcriterias were selected for two evaluation indices such as vegetation naturalness value and vegetation class. These criterias were characterized by syntaxonomical informations of hemeroby concept and potential vegetation, hierarchical system between criterias, and ordinal scale of vegetation naturalness valuse. Vegetation naturalness values were classified into 11 ordinal levels and condensed to five vegetation classes for facilitating practical use. In the example study two sites were compared by using two indices. This technique could have useful applications for ssessment of regional vegetation. A vegetation map of naturalness described by combination of two indices was proposed in order to illustrate regional vegetation naturalness.

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Development of Accident Taxonomy for Experimental Laboratory (연구실 사고분류 체계 개발)

  • Park, Kyoshik
    • Journal of the Korean Society of Safety
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    • v.31 no.5
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    • pp.49-53
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    • 2016
  • The goal of this study is to analyze accidents occurred at experimental laboratory and to suggest hierarchical taxonomy applicable to prepare countermeasures reducing the experimental laboratory accidents. Recent 5 years accidents were analyzed and classified according to their primary cause, facility or human. Then in case of facility, the accidents were further classified whether they can be fixed by organization or by individual. In case of human factor, they were classified into physical, chemical, or biological to prepare precise measures. Depending on the adequacy of appropriate practice, several measures were suggested such as; whether to improve training of laboratory workers, or to improve training the system, or to improve or prepare practice substantially. A new taxonomy for laboratory accident was suggested complying other governmental agencies' classification such as KOSHA and KGS. Additionally, two kinds of possibilities were suggested such as possibility of major accident and possibility of disaster which can be defined as laboratory accident causing large scale of harmful consequence to residential area or environment by fire, explosion and/or toxic release of hazardous chemicals and/or microbiology.

The Component Extraction Using Knowledge-Base from Name-Card (명함에서 지식베이스를 이용한 구성요소의 추출)

  • 이성범;남궁재찬
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.18 no.8
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    • pp.1201-1212
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    • 1993
  • This paper presents the automatically extracting method of data item from name-cards using knowledge-base. In our approach, we utilize a structural information and a relational information between data items and elements with knowledge in the name-cards. To describe a hierarchical knowledge, we uses a flame structure and we propose an algorithim of domain classification to extract item and group candidate domains from the name-cards. From the experimental results, we obtain the extraction rate, 95%, for 100 samples.

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Analysis of Vegetation Structure of Castanopsis sieboldii Forest in the Warm-temperate Zone, Korea

  • Lee, Sung-Je;Ohno, Keiichi;Song, Jong-Suk
    • Journal of Environmental Science International
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    • v.21 no.2
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    • pp.135-144
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    • 2012
  • This study aims at classifying and analyzing the vegetation structure of Castanopsis sieboldii forest, one of the evergreen broad-leaved forests found under the warm-temperate climate of Korea. It is also compared with the ones of the Castanopsis sieboldii forest in Japan where most similar such forest of Korea, to find unique vegetation structures of the only Korean forest. Vegetation structure of Korean Castanopsis sieboldii forest was divided into two units at the level of community units both of Ardisia japonica-Castanopsis sieboldii community and Ardisio-Castanopsietum sieboldii association. The association carries similar type with the vegetation system of Japan, but any subunits differentiated with the Japan were found vary much. Hierarchical cluster analysis brings in similar result with the analysis on the vegetation structure as well.

Development of an Annual Expenditure Assessment Model for Amenity-oriented Policy-making in Rural Areas (어메니티 지향적 지방행정을 위한 정책평가모델의 개발)

  • Jung, Nam-Su;Lee, Ji-Min;Lee, Jeong-Jae
    • Journal of Korean Society of Rural Planning
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    • v.10 no.2 s.23
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    • pp.43-49
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    • 2004
  • According to the growing concerns of the public with efficiency and effects of regional policies, their assessment works have become an important issue. Up to now, several studies have been carried out on economic effects of policies using conventional cost/benefit analysis, while there have been few studies on assessment of amenity oriented policies. From the above consideration, this study tried to develop An Annual Expenditure Assessment Model (AEAM) for amenity-oriented policy-making in rural area. As a pre-work for model development, the hierarchical indices system for rural development and the classification system of expenditure were designed. Being based on high significant relationship between rural amenities and local government expenditure, a linear optimization model for maximization of regional amenity was constructed. Through a case study of Sunchang-gun, Chonbuk-province, the model applicability was ascertained.

Classification of C. elegans Behavioral Phenotypes Using Clustering (클러스터링을 이용한 C. elegans 행동표현형 분류)

  • Nah, Won;Baek, Joong-Hwan
    • Proceedings of the IEEK Conference
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    • 2003.07e
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    • pp.1743-1746
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    • 2003
  • C. elegans often used to study of function of gene, but it is difficult for human observation to distinguish the mutants of C. elegans. To solve this problem, the system, which can be classified automatically using the computer vision, is studying now. In the previous works , they described the auto-tracking system and the egg-laying timing modeling, which are used to automated-classily system. In this paper, we use three kinds of features, which are related to movement , size and posture of the worm, and each feature is described mathematically and normalized. In experimental result, we validated the features for the hierarchical clustering, And we used the Calinski and Harabasz's method to find the appropriate cluster number.

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Development of Buildng LCCO2 Assessment System through Data Mapping Technology. (데이터 맵핑기술을 이용한 건축물 LCCO2 평가시스템 개발)

  • Keum, Won-Seok;Tae, Sung-Ho;Roh, Seung-Jun;Bang, Jun-Sik
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2012.05a
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    • pp.151-152
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    • 2012
  • Recently, there are growing interests in building LCCO2 Assessment to reduce carbon emissions. However, existing methods of assessment system include inefficiency in the process of CO2 calculation requiring considerable data input. Therefore, the purpose of this study is to develop an efficient building assessment system appropriate to material production in construction stage. To that end, quantity input technology was limited to data mapping. Also quantity calculation based on work breakdown structure and item codes consisted of hierarchical structure that is based on facet classification were analyzed. As a result, connectivity links of quantity calculation and CO2 functional units through item codes for data mapping, and assessment system including calculation and database parts were developed.

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Classification of Bodytype of Lower Part on Adult Male for the Apparel Sizing System (남성복(男性服)의 치수규격을 위한 하체부(下體部)의 체형분류(II))

  • Kim, Ku Ja
    • Journal of the Korean Society of Clothing and Textiles
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    • v.17 no.4
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    • pp.602-607
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    • 1993
  • Concept of the comfort and fitness becomes a major concern in the basic function of the ready-made clothes. This research was performed to classify and characterize Korean adult males anthropometrically. Sample size was 1290 subjects and their age range was from 19 to 54 years old. Sampling was carried out by the stratified sampling method. 75 variables in total were applied to classify the bodytypes. Data were analyzed by the multivariate method, especially factor and cluster analysis. The high factor loading items extracted by factor analysis were based to determine the variables of the cluster analysis for the similar bodytypes respectively. In the part of the lower body, 14 variables from the data were applied to classify the bodytypes of lower part by Ward's minimum variance method. The group fanning a cluster were subdivided into 5 sets by cross-tabulation extracted by the hierarchical cluster analysis. Type 3 and 4 in lower body were composed of the majority of 53.1% of the subjects. The Korean adult males had relatively well-balanced in lower body.

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