• Title/Summary/Keyword: 이탈도

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Comparing the performance of likelihood ratio test and F-test for gamma generalized linear models (감마 일반화 선형 모형에서의 가능도비 검정과 F-검정 비교연구)

  • Jo, Seongil;Han, Jeongseop;Lee, Woojoo
    • The Korean Journal of Applied Statistics
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    • v.31 no.4
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    • pp.475-484
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    • 2018
  • Gamma generalized linear models are useful for non-negative and skewed responses. However, these models have received less attention than Poisson and binomial generalized linear models. In particular, hypothesis testing for the significance of regression coefficients has not been thoroughly studied. In this paper we assess the performance of various test statistics for gamma generalized linear models based on numerical studies. Our results show that the likelihood ratio test and F-type test are generally recommended and that the partial deviance test should be avoided in practice.

A Study on the System for Lane Departure Detection Using Color Data Processing (컬러정보처리를 이용한 차선이탈경보시스템의 연구)

  • Shin Cheon Woo
    • Journal of Korea Multimedia Society
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    • v.8 no.3
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    • pp.428-437
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    • 2005
  • In this paper, we developed lane departure warning system for lane departure situation of vehicle, accidentally. Color level of yellow lane of road side is changed to black and white level. And black and white level value of relevant pixel of original and yellow lane through added process of this are emphasized. In lane departure detection system, color image data processing method could improve the recognition of the yellow lane(central lane). We could get a system Performance of the high-speed image data Processing. Therefore, lane departure warning system will be utilized at the device for the safety going of the vehicle.

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Analysis of Factors Affecting First Job Exit (첫 일자리 이탈 영향요인 분석)

  • Hwang, Kwanghoon
    • Journal of Labour Economics
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    • v.43 no.2
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    • pp.41-74
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    • 2020
  • In this study, using the job history data of the Youth Panel(1-12th year: 2007 ~ 2018) of the Korea Employment Information Service, it is found that characteristics and duration distribution of first jobs of wage and salary worker, and estimated the factors of first job exit by utilizing survival analysis. As a result of the analysis, regular workers are less likely to leave their first jobs than temporary/daily workers. In addition, the group with a high degree of major congruence was found to have a lower chance of leaving the first job than the group with a major mismatch. And the higher the income level, the lower the probability of departure, which shows that the possibility of leaving low-income workers is very high.

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An Empirical Study on the Churning Behavior through Bayesian Network Classifier and Business Process Modeling (베이지안 네트워크 분류와 비즈니스 프로세스 모델링을 통한 신용카드 회원 이탈에 관한 연구)

  • Lee, Kun-Chang;Lee, Keun-Young;Jo, Nam-Yong
    • Knowledge Management Research
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    • v.10 no.4
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    • pp.1-15
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    • 2009
  • 국내에서 신용카드는 대표적인 지불 수단으로 정착되었으며 신용카드의 사용자와 신용카드의 발급 매수는 이미 포화상태에 도달해 있다. 이 같은 양적 성장은 정부의 신용카드 활성화 정책과 더불어 신용카드사 간의 과당 경쟁의 영향에 기인하고 있다. 신용차드의 사용층은 대부분의 성인 남녀로 확대되었으며, 특히 복수의 신용카드 소지자를 대상으로 자사가 발급한 신용차드를 사용하게 하기 위한 신용카드사 간의 경쟁이 치열한 상황이다. 이에 따라 신용카드사들이 경쟁사의 카드사용 회원을 자사의 회원으로 확보하는 젓이 불가피하며 마찬가지로 사용 중인 자사의 회원이 경쟁사로 이동하지 않도록 사전에 이탈 징후를 포착하여 유지 캠페인을 수행하는 것이 신용카드사 마케팅의 주요 활동이 되었다. 선행연구에서는 신용카드 회원의 이탈과 관련하여 다양한 데이터마이닝 기법을 이용한 이탈의 특성 분류 연구가 진행되었다. 본 연구는 회원 이탈에 영향을 주는 요인을 효과적으로 발견하기 위한 방법으로 베이지안 네트워크(Bayesian Network)를 활용한다. 특히, 베이지안 네트워크의 일종인 일반 베이지안 네트워크(General Bayesian Network)를 이용하여 회원의 이탈요인에 영향을 주는 요인들의 집합인 마코프 블랭킷(Makov Blanket)을 도출한다. 한편, 마코프 블랭킷에 포함된 변수를 이용해 민감도 분석을 수행하여 영향이 큰 요인을 찾아내고 이를 비즈니스 프로세스에 적용하여 실무적인 의의를 실증하고자 한다.

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A Study on the Evaluation Method of Lane Departure Warning System Using High-precision Maps (정밀도로지도를 활용한 차로 이탈 경고장치 평가 방안에 관한 연구)

  • Jung-Uck, LEE;Duck-Ho, KIM
    • Journal of the Korean Association of Geographic Information Studies
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    • v.25 no.4
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    • pp.181-199
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    • 2022
  • This study presented a methodology for evaluating the performance of the lane departure warning system was derived by calculating the relationship between the behavior information of the car and the location of the high-precision map using a high-precision map. The evaluation criteria of the mood and lane departure warning system for the installation of road markings in Korea were analyzed, a high-precision map was constructed to meet the evaluation criteria, and an evaluation system was constructed to verify the proposed methodology. Evaluation of lane departure warning systems using high-precision maps can be quantified and applied to various road environments through accurate location-based comparative analysis and reduced manual post-processing work time to confirm evaluation results.

Personal Factors of Defecting North Korean Residents Obstructing Settlement in South Korean Communities and Job Burden Perceived by Police Officers Who are Providing Special Protection for Them (신변보호담당관을 통해 본 북한이탈주민의 지역사회 정착 장애요인과 신변보호담당관의 업무부담 : 개인적 요인들을 중심으로)

  • Hong, Soon-Hae;Park, Yun-Sook;Won, Mi-Soon
    • Korean Journal of Social Welfare
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    • v.52
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    • pp.223-240
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    • 2003
  • The present study is to identify personal factors of defecting North Korean residents that obstruct their settlement in South Korean communities. It will provide information about what perception, attitude and behaviors of defecting North Korean residents should be changed and what social skills should be improved in order to successfully adjust to South Korea. Personal obstacles were measured by police officers who are providing special protection for defecting North Korean residents, who are in a good position to observe behaviors of defecting North Korean residents because they are spending a great deal of time with them. They can even identify the personal obstacles not perceived by defecting North Korean residents themselves. Twenty-item scale was developed to measure the personal obstacles and was found to comprise 4 obstructing factors: self-supporting ability related factor, life style related factor, social and cultural adaptation related factor, and attitude toward police officer's support related factor. Among them, self-supporting ability related factor had the highest negative score. The study further revealed that self-support ability and life style related factors had a significant effect on the job burden of police officers. The findings suggested the necessity of ethical and moral education for the defecting North Korean residents.

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Development of the Oral Health Education Program for North Korean Defectors in South Korea (북한이탈주민 대상 구강보건교육 프로그램 개발)

  • Jeong, Mi-Ae
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.791-803
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    • 2021
  • To improve the oral health level of North Korean defectors, it is necessary to improve awareness of oral health care along with treatment of oral diseases. The purpose of this study is to develop an oral health education program that can be applied to North Korean defectors who have settled in local communities. To develop the program, three steps were taken: literature review, in-depth interview with experts, and program development applying the Dick&Carey model. As a result of in-depth expert interviews, what should be considered in oral health education for North Korean defectors is the need to understand North Korean defectors in advance, to familiarize themselves with the daily language of North Korea, to develop a synchronization strategy suitable for North Korean defectors, and to connect with whole body health. It was found that there was a need to establish the contents of education and to seek realistic education methods that reflect the characteristics of local communities. As a result of developing the program, fifty learning goals were developed, and ten sessions were planned. The oral health education program for North Korean defectors developed in this study will be of practical help to dental hygienists planning oral health education for North Korean defectors in the future and North Korean defectors.

Estimate Customer Churn Rate with the Review-Feedback Process: Empirical Study with Text Mining, Econometrics, and Quai-Experiment Methodologies (리뷰-피드백 프로세스를 통한 고객 이탈률 추정: 텍스트 마이닝, 계량경제학, 준실험설계 방법론을 활용한 실증적 연구)

  • Choi Kim;Jaemin Kim;Gahyung Jeong;Jaehong Park
    • Information Systems Review
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    • v.23 no.3
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    • pp.159-176
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    • 2021
  • Obviating user churn is a prominent strategy to capitalize on online games, eluding the initial investments required for the development of another. Extant literature has examined factors that may induce user churn, mainly from perspectives of motives to play and game as a virtual society. However, such works largely dismiss the service aspects of online games. Dissatisfaction of user needs constitutes a crucial aspect for user churn, especially with online services where users expect a continuous improvement in service quality via software updates. Hence, we examine the relationship between a game's quality management and its user base. With text mining and survival analysis, we identify complaint factors that act as key predictors of user churn. Additionally, we find that enjoyment-related factors are greater threats to user base than usability-related ones. Furthermore, subsequent quasi-experiment shows that improvements in the complaint factors (i.e., via game patches) curb churn and foster user retention. Our results shed light on the responsive role of developers in retaining the user base of online games. Moreover, we provide practical insights for game operators, i.e., to identify and prioritize more perilous complaint factors in planning successive game patches.

A study of characteristics and historical backgroud of modem furniture design in Italy (이탈리아 현대 가구디자인의 특성 및 그 배경 -1945년부터 현재를 중심으로-)

  • 정은미
    • Archives of design research
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    • v.14 no.1
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    • pp.119-134
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    • 2001
  • It can be said that Italian designs are unrestrained, aesthetic and art for arts sake, and they come to stylize their character based on geographical features, racial traits and culture. The Italian architects work for the reconstruction of their devastated country and spare no pains to produce competitive goods on international markets since the second wend war. In spite of a inherent scarcity of resources, Italian furniture is the product of mixture of aesthetic material and new material with creative gifts. A lot of companies succeed in finding and training capable designers and devote themselves to modem furniture industry. As a result, Italy becomes one of the worlds most eminent furniture industrial countries now. And the fame is owed to Italy's national awareness of the importance of the matter and endeavor without sparing systematic support. This research is to find out which factors have an influence on the progress of furniture design in Italy and to analyze how these factors build up formative arts combining with historical background in Italy. Moreover, this research suggests how to make contributions to the cause of furniture design growth when considering our geographical features, racial characteristics, culture and industrial circumstances, by analyzing the process of development and strategy in Italian design industry.

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Study Health Promoting Lifestyle on Depression, Stress and Self-esteem of North Korean Adolescents Refugees (북한이탈청소년의 우울, 스트레스 및 자아존중감에 따른 건강증진생활 연구)

  • Lee, Ju Hyun;Kim, Min Ji;Park, Hyunchun;Yu, Shi-Eun;Noh, Jin-Won
    • The Journal of the Korea Contents Association
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    • v.15 no.3
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    • pp.160-167
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    • 2015
  • This study is to investigate the relationship between health promoting lifestyles around the psychosocial aspects such as depression, stress and self-esteem of young North Korean defectors. In particular, the purpose is mentally still less of a mature compared to adults, adolescents need greater understanding. For this purpose, North Korean Youth 150 people were surveyed, questionnaires 85 parts were used in the final analysis excluded from the additional 65. To analyze the factors affecting the health of life was performed multiple linear regression. Analysis result, general self, school self, stress had significant influence on health promoting lifestyles. The conclusion of this study is social psychology factors such as stress self-esteem of North Korean Adolescents refugees is addressed health promoting lifestyles and causal relationship, and promote health of adolescents shows wonderful self-esteem. It suggests that the necessary establishment. This effort is called for to reliably establish the North Korean youth to be part of a future South Korean society.