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Handling the nonresponse in sample survey (설문조사에서의 무응답 처리)

  • Lee, Hwa-Jung;Kang, Suk-Bok
    • Journal of the Korean Data and Information Science Society
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    • v.23 no.6
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    • pp.1183-1194
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    • 2012
  • When it comes to a survey, no answer would occur frequently. Therefore various methods for handling nonresponse have been applied to analyse the survey. In this paper, the ratio of occurrence of two type of nonresponse cases - unit nonresponse and item nonresponse - is presented using previous real survey data, and we compared complete data and data with nonresponse. We suggest the reason of happening of nonresponse and the ratio of nonresponse using data collected through group interviews.

Computer Vision-Based Process Inspection for the Development of Automated Assembly Technology Ethernet Connectors (이더넷 커넥터 자동 조립 기술 개발을 위한 컴퓨터 비전 기반 공정 검사)

  • Yunjung Hong;Geon Lee;Jiyoung Woo;Yunyoung Nam
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2024.01a
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    • pp.89-90
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    • 2024
  • 본 연구는 와이어 하네스의 불량 여부를 정확하고 빠르게 감지하기 위해 컴퓨터 비전을 활용하여 압착된 단자의 길이, 단자 끝단 치수(너비), 압착된 부분의 폭(와이어부, 심선부)의 6가지 측정값을 계산하는 것을 목표로 한다. 단자 영역별 특징과 배경과 객체 간 음영 차이를 이용하여 기준점을 생성함으로써 값들을 추출하였다. 최종적으로 각 측정 유형별로 99.1%, 98.7%, 92.6%, 92.5%, 99.9%, 99.7% 정확도를 달성하였으며, 모든 측정값에서 평균 97%의 정확도로 우수한 결과를 얻었다.

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Influential Factor of Life Satisfaction based on Types of Baby Boomer Generation (베이비부머세대의 유형별 삶의 만족 영향 요인)

  • Lee, Hyoung-Ha
    • Journal of Digital Convergence
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    • v.15 no.10
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    • pp.19-29
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    • 2017
  • The purpose of this study was to identify the multidimensional factors that affect the satisfaction of life by type of baby boomer generation. The subjects of this study were 1,895 households who were born from 1955 to 1963 among the respondents in the Korea welfare panel (the 10th year). The baby boomer generation was classified into four types such as gender, income status, male and female as socioeconomic status. The male type IV (B=.074, t=1.992, p<.05), health status (B=.233, t=7.268, p<.001), household income (B=.174, t=4.476, p<.001), depression (B=-.182, t=-5.242, p<.001), self-esteem (B=.255, t=7.027, p<.001), trust (B=.064, t=2.036, p<.05), etc. were found to have a significant effect on the life satisfaction of the male baby boomer generation. The female type IV (B=.100, t=2.598, p<.05), health status (B=.239, t=6.790, p<.001) (P<.001), depression (B=-.181, t=-5.142, p<.001), and self-esteem (B=.320, t=8.600, p<.001), etc. were found to have a significant effect on the life satisfaction of the female baby boomer generation.

An Analysis of Verbal Interaction and Analogy-generating Pattern of Science-gifted Students in Learning Using Analogy-generating Strategy (비유 생성 전략을 활용한 수업에서 과학영재의 언어적 상호작용과 비유 생성 패턴 분석)

  • Kim, Youjung;Noh, Taehee
    • Journal of The Korean Association For Science Education
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    • v.35 no.6
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    • pp.1063-1074
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    • 2015
  • In this study, we developed an analogy-generating strategy and applied this to a 7th grade science-gifted class. The types of analogies they generated, verbal interactions and analogy-generating patterns, and perceptions of five groups on the analogy-generating strategy were examined. The analyses of the results revealed that there was a higher proportion of the elaborated analogies in terms of quality generated by science-gifted students individually in the analogy-generating strategy than in general analogy-generating activity. After having small group activities, most small groups generated the elaborated analogies. The frequencies and percentages of verbal interactions of each sub-stage were found to be slightly different. Analogy-generating patterns in small groups were categorized into three types; selecting in-depth source, selecting inclusive source, and selecting surficial source. The elaborating patterns of mapping between a target concept and analogies were different among the types. Science-gifted students positively perceived in terms of its values and attitudes toward the analogy-generating strategy, and they responded that the analogy-generating strategy was helpful in generating more elaborated analogies and fostering creative thinking. Therefore the analogy-generating strategy is expected to generate positive impact on the creativity of science-gifted students.

Estimation of Groundwater Level Fluctuation of the Crystalline site Using Time Series Analyses in South Korea (시계열분석을 이용한 결정질암 지역의 지하수위 변동 평가)

  • Lee, Jeong-Hwan;Jung, Haeryong;Lee, Eunyong;Kim, Sujeong
    • Journal of Nuclear Fuel Cycle and Waste Technology(JNFCWT)
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    • v.11 no.3
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    • pp.179-192
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    • 2013
  • This study is characterized the groundwater flow pattern near crystalline site of Yangbook-Myeon, Gyeong-ju City, South Korea. From the time series analyses, groundwater level could be classified into 4 types reflecting the hydrogeological characteristics and rainfall pattern. The type I (DB1-1, DB1-2) may be directly influenced by rainfall pattern. The type II (DB1-3, DB1-7, KB-1, KB-2, KB-3, KB-7, KB-14, KB-15) may be influenced by rainfall event as well as groundwater flow through water-conducting features. The type III (DB-5, DB1-6, DB2-2, KB-10, KB-11, KB-13) may be predominantly happens in the crystaline rock mass, groundwater in this type flows through the minor fracture networks rather than direct effect of rainfall event. The type IV (DB1-8, KB-9) may be influenced by irregular variation of the groundwater level due to anisotropy and heterogeneity of crystalline rock.

A Study of Opposing Left-Turn Conflict Severity at Signalized Intersections (신호교차로 대향좌회전 상충심각도 구분에 관한 연구)

  • Kim, Eung-Cheol;Park, Jee-Hyung;Oh, Ju-Taek;Rho, Jeong-Hyun
    • International Journal of Highway Engineering
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    • v.9 no.4
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    • pp.83-92
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    • 2007
  • In 2004, the number of traffic crashes and deaths in Korea are 220,755 and 6,563, respectively. Korea Road Traffic Safety Authority reported that the number of traffic accidents occupies over 25% out of total accidents, and found that traffic crash probability is extremely high at intersections since intersections have various traffic conflict points. A Safety study using Traffic Conflict Technique is much more useful than a study using reported traffic accident data. Existing traffic conflict research hardly considered conflict severity occurring at intersections. So, the study developed new criteria considering conflict severity. Analytic methods precisely detecting crashing points using field surveying data, and applied an application of our new criteria. Opposing left-turn conflict criteria was devided by three groups(high severe conflict, middle severe conflict, and less severe conflict) based on conflict boundary by means of a standard vehicle length. After analyzing field surveying data(3hours), we found totally 41 opposing left-turn conflicts. 3 cases are high severe conflict, and another 10 cases are middle severe conflicts, and the other cases are less severe. Studies related in conflict severity are considerably important to evaluate intersection's detailed safety index, and existing studies(purely conflict counting does not consider severity) have a limitation to clearly determine the level of safety of intersections for an application.

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Long-term sequelae of trajectories of bullying victimization in youth: Internalizing and externalizing behavioral outcomes (또래 괴롭힘 피해경험 발달유형에 따른 내면화 및 외현화 문제 양상)

  • Park, Hyun-Sun;Kim, Min Jung;Chung, Ick-Joong
    • Korean Journal of Social Welfare Studies
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    • v.45 no.2
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    • pp.5-30
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    • 2014
  • This study sought to identify developmental trajectories of bullying victimization from late elementary school through early high school, and to examine internalizing and externalizing problem outcomes associated with the trajectory group membership. Data from Seoul Panel Study of Children were collected annually over a 7-year period from 5th grade of elementary school through 2nd grade of high school (2005~2011). Latent class growth analysis yield three trajectory classes corresponding to stable low (81.2%), stable high (3.5%), and declining bullying victimization (15.6%). Findings from analysis of covariance indicated that students in both stable high and declining trajectory groups reported significantly higher means in internalizing behavior (withdrawal, depression/anxiety, and suicide ideation), compared to those in the stable low group. For externalizing behavior such as aggression and juvenile status offense, students in the stable high group showed higher means, compared to those in the stable low and declining trajectory groups. Developmental pattern of bullying victimization over multiple development stages and associated internalizing and externalizing outcomes are discussed as are the implications for the bullying prevention.

On the type of peer interaction The difference between the inner and the environmental variables of infants (유아의 또래 상호작용 유형에 대한 유아의 내적 변인과 환경적 변인 차이 연구)

  • Choi, Hang Jun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.6
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    • pp.448-459
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    • 2019
  • The purpose of this study is to investigate the differences between children's internal variables (gender, temperament, development) and environmental variables (teaching efficacy, teaching - child interaction, classroom environment) The data collected for this study were analyzed using descriptive statistics, reliability analysis, correlation analysis, cluster analysis, and t-test using the SPSS 22.0 program. The results are as follows. First, the peer interaction of the infant showed a difference in sex between the types. Second, children's peer interaction showed differences in interstitial temperament, language development, and cognitive development. Third, the peer interaction of young children was different between the types of environment variables such as teaching efficacy, teacher - infant interaction, and classroom environment. As a result, it is suggested that the children's social temperament will lead to healthy peer interaction, and that language development and cognitive development will lead to a positive developmental process. In this study, the meaning and meaning of children's intergenerational behaviors in children's gender and temperament, language and cognitive development, and environmental variables such as teaching efficacy, teacher - infant interaction, I checked. In addition, it is meaningful that the positive and negative peer interactions are segmented and analyzed in detail to examine the peer interaction of infants. However, the limitation of this study is that it is not possible to investigate all the fields belonging to the infant's personal variables and environmental variables.

Study on Estimation of Unmanned Enforcement Equipment Installation Criteria and Proper Installation Number (무인교통단속장비 설치 판단 기준 및 설치대수 산정 연구)

  • So, Hyung-Jun;Kim, Yong-Man;Kim, Nam-Seon;Hwang, Jae-Seong;Lee, Choul-Ki
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.19 no.6
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    • pp.49-60
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    • 2020
  • The number of traffic control equipment installed to prevent traffic accidents increases every year due to continuous installation by the National Police Agency and local governments. However, it is installed based on qualitative judgment rather than engineering analysis results. The purpose of this study was to present additional installations in the future by presenting the installation criteria considering the severity of accidents for each road type and calculating the appropriate number of installations. ARI indicators that can indicate the severity of traffic accidents were developed, and road types were classified through analysis of variance and cluster analysis, and accident information by road type was analyzed to derive ARI of clusters with high traffic accident severity. The ARI values required to determine the installation of equipment for each road type were presented, and 5,244 additional installation points were analyzed.

Study on Forestland Conversion Demand Prediction based on System Dynamics Model (System Dynamics 기반의 산지전용 수요 모델 개발에 관한 연구)

  • Doo-Ahn, KWAK
    • Journal of the Korean Association of Geographic Information Studies
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    • v.25 no.4
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    • pp.222-237
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    • 2022
  • This study was performed to predict change of forestland area in future to 2050 based on System Dynamics Model which is based on feedback loop by causal relationship. As forestland area change in the future depends on potential forestland conversion demands, each demand type of forestland conversion such as agricultural, industrial, public and residential/commercial use was modeled using annual GDP, population, number of household, household construction permission area (1981~2019). In results, all of conversion demands would have continuously decreased to 2050 while residential and commercial land would be reduced from 2034. Due to such shortage, eventually, total of forestland in South Korea would have decreased to 6.18 million ha when compared to current 6.29 million ha. Moreover, the forestland conversion to other use types must be occurred continuously in future because most of forestland is owned privately in South Korea. Such steady decrement of forestland area in future can contribute to the shortage of carbon sink and encumber achievement of national carbon-neutral goal to 2050. If forestland conversion would be occurred inevitably in future according to such change trends of all types, improved laws and polices related to forestland should be prepared for planned use and rational conservation in terms of whole territory management. Therefore, it is needed to offer sufficient incentive, such as tax reduction and payment of ecosystem service on excellent forestland protection and maintenance, to private owners for minimizing forestland conversion. Moreover, active afforestation policy and practice have to be implemented on idle land for reaching national goal 'Carbon Neutral to 2050' in South Korea.