• 한국컴퓨터정보학회논문지
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• 제28권4호
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• pp.21-29
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• 2023

본 논문에서는 인구 조사에서 산업 및 직업 코드를 자동 분류하기 위한 인공지능 기반 시스템을 제안한다. 산업 및 직업 코드의 정확한 분류는 정책 결정, 자원 할당 및 연구를 위해 매우 중요하지만, 기존의 방식은 사람이 작성한 사례 사전에 의존하는 규칙 기반 방식으로 규칙 생성에 필요한 시간과 자원이 많이 소요되며 오류 발생 가능성이 높다. 우리는 본 논문에서 통계 기관에서 사용하는 기존의 규칙 기반 시스템을 대체하기 위해 사용자가 입력한 데이터를 이용하는 인공지능 기반 시스템을 제안하였다. 이 논문에서는 여러 모델을 학습하고 평가하여 산업에서 86.76%의 일치율, 직업에서 81.84%의 일치율을 달성한 앙상블 모델을 개발하였다. 또한, 분류 확률 결과를 기반으로 프로세스 개선 작업도 제안하였다. 우리가 제안한 방법은 전이 학습 기술을 활용하여 사전 학습된 모델과 결합하는 앙상블 모델을 사용하였으며, 개별 모델과 비교하여 앙상블 모델의 성능이 더 높아짐을 보였다. 본 논문에서는 인공지능 기반 시스템이 인구 조사 데이터 분류의 정확성과 효율성을 향상시키는 잠재력을 보여주며, 인공지능으로 이러한 프로세스를 자동화함으로써 더 정확하고 일관된 결과를 달성하며 기관 직원의 작업 부담을 줄일 수 있다는 점을 보여준다.

• 한국생활과학회지
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• 제10권2호
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• pp.153-163
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• 2001

The purpose of this study was to find the relationship between the leadership type of the chief and the occupational satisfaction of a teacher as well as the desirable type to fullfill the educational purpose of pre-school institutes. The subject of this study were 191 teachers in private pre-school institutes. Halpin's "Leadership Behavior Description Questionnaire" and Paula Jorde Bloom(1989)'s "Early Childhood Job Satisfaction Survey" have been modified and used for this study. The results are as follows: First, the leadership types of the chief teacher is recognizing can be classified into effective leadership, initiating structure, consideration, and ineffective leadership. Second, in regard to the occupational satisfaction of teachers they are satisfied with occupation itself and relationship between people rather than pay, social stability, and the environment of working. Third, the relationship between the leadership types of the chief and the occupational satisfaction shows the meaningful difference and consideration among the leadership types indicates the higher satisfaction of teachers. On the other hand, the type of ineffective leadership shows the lower satisfaction. As a result, the type of leadership of consideration contributes to the satisfaction rather than the types of leadership such as effective, ineffective, and initiating structure.

• 토지주택연구
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• 제5권3호
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• pp.131-136
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• 2014

The Hong Kong Housing Authority (HKHA) develops and implements a public housing programme to meet the housing needs of people who cannot afford private rental housing. The HKHA has an existing stock of about 740,000 public rental flats (PRH). According to the 2014 Policy Address, the Government aims to provide an average of about 20,000 PRH units and about 8,000 Home Ownership Scheme (HOS) units per year. We care for the environment. In developing new housing estates, we conduct thorough environmental studies such as microclimate studies and air ventilation assessment, and use passive design to harness the natural characteristics of our sites. We employ environment-friendly design and construction methods, using modular flat design, pre-cast and pre-fabricated construction techniques as well as recycled, green construction materials. We conduct Carbon Emission Estimation for all our projects, conserve the use of natural resources and reduce wastes throughout the life cycle of buildings. We care for people. We adopt the principles of Universal Design and Barrier Free Access for the convenience and welfare of people of all ages and abilities. We carry out Community Engagement to collect stakeholders' views and aspirations, and incorporate them in the design of our projects. We also carry out surveys of residents' views after the occupation of new estates to gauge our success and identify areas for improvement.

• 보건의료산업학회지
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• 제8권2호
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• pp.187-195
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• 2014

To improve oral hygiene management, the effects of toothbrush training on general oral hygiene based on the simplified oral hygiene index(S-OHI) and degree of knowledge about toothbrushing were examined. Pre-and post-training changes in the S-OHI (lower score = better oral health status) showed a significant decrease in score in all variables (gender, age, marital status, occupation, and level of education).Pre- and post-training changes in the degree of knowledge about toothbrushing showed a significant increase. Negative correlations between the S-OHI, oral health status, and degree of knowledge about toothbrushing and the S-OHI and the Decayed, Missing, Filled (DMF) index (the better the oral cavity environment, the lower the DMF index) were observed. Positive effects of repeated toothbrush training on the maintenance of healthy oral cavity environment and continuous oral health management were observed, as reflected by the correct toothbrushing-related knowledge and skills.

• 한국학교보건학회지
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• 제8권1호
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• pp.143-154
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• 1995

Korea has been recently reducing the quality of life as well as rising medical cost because of the increase of chronic diseases. But we can prevent those chronic diseases through the improvement of environment or life style. We evaluated the educational effectiveness of chronic diseases(hypertention, diabetes, cancer, stroke and other chronic diseases) designed to increase the knowledge, attitude and practice of chronic diseases among university students. Between August 1994 and November 1994, we implemented chronic diseases prevention instruction in intervention students; unmatched control students were selected in same university. We conducted pre- and post-intervention surveys both intervention and control students with self-reported questionnaires(50 items). We assigned score(0-4 points) to items and conducted a analysis of covariance(ANCOVA) with sex, grade and economic status as the covariate, using the SAS PC computer statistical package. And we culculated odds ratio with safety scores between intervention and control students. The results of this study were followed. 1. In demographic characteristics of subjects both pre- and post intervention, we found no significant differences in intervention and control students at religion, father's education, mother's education, mother's occupation and type of residence(p>0.05), but we found significant differences at sex(p<0.001), grade(p<0.001) and economic status(p<0.05). 2. The sex, grade and economic status-adjusted mean prevention knowledge scores for diabetes and stroke increased from the pre- to post-survey in the intervention students(p<0.001), but control students did not increased(p>0.05). As odds ratios in knowledge were below 1, the knowledge of intervention students were higher than control students. 3. The attitudes for general adult health increased from the pre- to post-survey in the intervention students(p<0.05), but control students did not increased(p>0.05). As odds ratios in attitudes were approximately 1, we can not say effectiveness in intervention students 4. The pratices for cancer and stroke increased from the pre- to post-survey in both the intervention and control students(p<0.001). Also odds ratio of hypertention was 0.91, and that of stroke was 1.14. 5. Health related behaviors did not increased from the pre- to post- survey in both the intervention and control students(p>0.05). But odds ratio of drinking was 0.76 and that of body weight was 1.21. 6. Health status did not increased from the pre- to post- survey in both the intervention and control students(p>0.05). As odds ratio of health status was 1.09, prevention education was not effect in intervention students We would like to recommend as follows; 1. University students must learn about prevention of chronic diseases. Because the knowledge of invetervention students was higher than that of control students. 2. The prevention education of chronic diseases should be taught from primary school. 3. Adult health education for university students must be practiced continuously. Education period(l5 weeks) in this study was not complete. 4. The evaluation of chronic diseases was conducted real measurement(such as BP check) as well as self reported-survey. 5. Educational materials(video tape, pamphlet) related the prevention of chronic diseases should be developed at national level. And we must easely use those materials. 6. The prevention education of chronic diseases should be made through mass media as well as school education.

• KIEAE Journal
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• 제13권3호
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• pp.27-32
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• 2013

Infiltration is air flow that occurs through cracks in buildings. According to level and kind of infiltration, the cooling load and heating load in buildings may increase. In this study I conducted field measurements to evaluate air tightness in 27 new apartment units. Field measurements for new apartments was the focus. For the de-pressurization method, the equipment utilized to gauge airtightness included KNS-5000C and KNS-4000 which were installed on the window in order to measure indoor air leakage. The results are summarized as follows. The average ACH50 of a $59m^2$ APT was 3.98, 3.82 for a $84m^2$ APT, and 2.73 for a $114m^2$ APT. The total average ACH50 of 27units was 3.51.

• 센서학회지
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• 제30권4호
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• pp.223-228
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• 2021

This work presents a low-power CMOS image sensor (CIS) with a multi-column-parallel (MCP) readout structure while focusing on improving its performance compared to previous works. A delta readout scheme that utilizes the image characteristics is optimized for the MCP readout structure. By simply alternating the MCP readout direction for each row selection, additional memory for the row-to-row delta readout is not required, resulting in a reduced area of occupation compared to the previous work. In addition, the bias current of a pre-amplifier in a successive approximate register (SAR) analog-to-digital converter (ADC) changes according to the operating period to improve the power efficiency. The prototype CIS chip was fabricated using a 0.18-㎛ CMOS process. A 160 × 120 pixel array with 4.4 ㎛ pitch was implemented with a 10-bit SAR ADC. The prototype CIS demonstrated a frame rate of 120 fps with a total power consumption of 1.92 mW.

• 아동학회지
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• 제24권1호
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• pp.99-108
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• 2003

가족소득은 어머니의 교육수준과 밀접하게 관련되어 있다는 이전의 많은 연구들에 근거하여, 세대간 교육수준 순환의 가정하에 두 문제점들이 제기되었다 : (a) 어머니의 교육수준이 학령기 아동의 학업성적을 예측할 수 있는가? (b) 만약 예측되어진다면, 교육수준의 역순환은 부모의 경제적 수준상태에 의하여 이러한 영향을 상쇄시킬 수 있는가? 아동발달에 대한 보다 나은 이해를 추구하고자 종단적 데이타를 사용하였다. 즉, 아동이 2살일 때 부모의 경제적 수준상태가 측정되어졌으며, 아동들이 초등학교 1학년이 되었을 때 다시 담임선생에 의한 아동의 학업성적이 측정되어졌다. 이러한 데이타는 Structure equation modelling analyses 통계분석법을 이용하여, 본 연구는 어머니의 교육수준이 아동의 초등학교 1학년 때의 학업성적을 예측한다는 것을 검증하였으며, 이러한 관계는 부모의 경제적 수준상태에 의하여 상쇄될 수 있다는 것이 밝혀졌다. 그러므로, 이 연구는 어머니의 저교육수준에 따른 아동의 열등한 학업성적 순환고리는 부모의 경제적 수준의 영향에 의해 깨어질 수 있다는 가능성을 밝혀주었으며, 아동기 발달의 한 경로를 분명히 제시하였다.

• Annals of Occupational and Environmental Medicine
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• 제35권
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• pp.47.1-47.14
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• 2023

Background: This study aimed to examine the impact of chronotype on depressive symptoms and explore the mediating effects of sleep quality, pre-sleep cognitive arousal, and social jetlag in a sample of wage earners. Methods: A total of 3,917 waged workers were surveyed online in July 2022. Logistic regression and mediation analysis were used to assess the relationship between chronotype (morningness, intermediate, and eveningness) and depressive symptoms (Patient Health Questionnaire ≥ 5), and the mediating effects of Insomnia Severity Index (ISI), Pittsburgh Sleep Quality Index (PSQI), and Pre-Sleep Arousal Scale (PSAS). All analyses were adjusted for age, education level, income level, marital status, coffee consumption, alcohol consumption, physical activity, occupation, employment status, and working hours to calculate odds ratios (ORs). Results: The chronotypes of all the participants were divided into morningness (4.7%), intermediate (93.5%), and eveningness (1.8%). Multiple logistic regression analysis showed an increased risk of depression in the eveningness chronotype (OR: 2.96; 95% confidence interval [CI]: 1.51, 5.86). Regarding the mediation analysis, ISI mediated 28.44% (95% CI: 16.39-40.5), PSQI for 31.25% (95% CI: 19.36, 43.15), and PSAS-Cognitive Score (PSAS-C) for 23.58% (95% CI: 10.66, 36.50) of the association between chronotype and depressive symptoms. However, social jetlag did not significantly mediate this relationship. (percentage mediated = 0.75%, 95% CI: -3.88, 5.39) Conclusions: Evening chronotypes exhibit an increased risk of depressive symptoms, which ISI, PSQI, and PSAS-C partially mediated. This suggests that interventions to improve sleep quality and maintain adequate sleep habits may effectively prevent and treat depression in employees with an eveningness chronotype.

• Asian Pacific Journal of Cancer Prevention
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• 제14권1호
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• pp.267-274
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• 2013

The impact of income and education level on the clinical and pathologic characteristics, implementation of clinical breast examination (CBE), and treatment patterns of a small population of Chinese female breast cancer patients was studeied in order to provide a theoretical basis and statistical reference for further nationwide research. We included 484 pathologically confirmed female primary breast cancer inpatients of the First Affiliated Hospital of Medical College of Xi'an Jiaotong University from February 2003 to January 2004. All cases were reviewed and relevant information was collected using a designed case report form (CRF). Chisquare tests, rank-sum tests, and Fisher's exact tests were used in the analysis. Our analysis showed that: (1) women in different occupation groups had significant differences in tumor size, pre-operative mammography, surgical options, post-operative estrogen receptor (ER), progestin receptor (PR) and human epidermal growth factor receptor 2 (Her2) status, and post-operative radiotherapy and chemotherapy (P < 0.05); and (2) women with different education levels had statistically significant differences in tumor size, post-operative ER, PR and Her2 status, and post-operative chemotherapy, radiotherapy, and endocrine therapy (P < 0.05). In Xi'an, China, women in low-income occupations or with low education levels are more likely to have advanced tumor stages at presentation, lower implementation rate of clinical breast examination, and less treatment.