• Title/Summary/Keyword: recognition-rate

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Flaw Evaluation of Bogie connected Part for Railway Vehicle Based on Convolutional Neural Network (CNN 기반 철도차량 차체-대차 연결부의 결함 평가기법 연구)

  • Kwon, Seok-Jin;Kim, Min-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.11
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    • pp.53-60
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    • 2020
  • The bogies of railway vehicles are one of the most critical components for service. Fatigue defects in the bogie can be initiated for various reasons, such as material imperfection, welding defects, and unpredictable and excessive overloads during operation. To prevent the derailment of a railway vehicle, it is necessary to evaluate and detect the defect of a connection weldment between the car body and bogie accurately. The safety of the bogie weldment was checked using an ultrasonic test, and it is necessary to determine the occurrence of defects using a learning method. Recently, studies on deep learning have been performed to identify defects with a high recognition rate with respect to a fine and similar defect. In this paper, the databases of weldment specimens with artificial defects were constructed to detect the defect of a bogie weldment. The ultrasonic inspection using the wedge angle was performed to understand the detection ability of fatigue cracks. In addition, the convolutional neural network was applied to minimize human error during the inspection. The results showed that the defects of connection weldment between the car body and bogie could be classified with more than 99.98% accuracy using CNN, and the effectiveness can be verified in the case of an inspection.

A study on Hepatitis B and knowledge about AIDS of dental hygiene student in Korea (전국 치위생과 학생들의 B형간염과 AIDS에 관한 지식도 조사)

  • Song, Kyung-Hee;Bae, Bong-Jin
    • Journal of Korean society of Dental Hygiene
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    • v.1 no.2
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    • pp.181-192
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    • 2001
  • The purpose of this was to evaluate the level of knowledge about Hepatitis B and AIDS among dental hygiene students at six dental hygiene educational programs in nationwide, compare the findings to those of Song's study. 1703 dental hygiene students surveyed by mail and answered a questionnaire, using the questionnaire used developed by DiClemente el al., on Hepatitis B vaccination, antibody production, experience of unintentional needle stick injuries, experience of surgical operation and blood transfusion, personal risk factors for HBV and HIV, management of HBV and HIV postexposure management et al. The data indicated that dental hygiene students (79.0%) in this study had more HIV vaccination than dental hygiene(74.3%) in Song's study. As for recognition of antibody production after Hepatitis B vaccination, only 34.6% of respondents answered they knew having antibody production and 95% of respondents knew not having antibody production. Over one-half of the respondents (55%) answered they didn't even recognize having antibody production. 52.3 percent of dental hygiene students experienced unintentional needle stick injuries. The findings on the knowledge about Hepatitis B and AIDS were that dental hygienists (76.5 points) received higher mean score than those of dental hygiene students (71.0 points) and that the distribution of right answer rate also showed wider range in dental hygiene students (27.7~97.5%) than those of dental hygienist (41.2~99.5%). There were no statistical differences among dental hygiene education programs. Finding of this study support that the curriculum of dental hygiene program should include instruction on sources and methods of transmission of infectious diseases, risk of virus transmission in the workplace and principles of infection control. Furthermore, infection-control practices should be utilized routinely and their application to dental personnel, management of HBV and HIV postexposure management. Furthermore, for preventing the further spread of infectious diseases (HBV, HIV and AIDS${\cdots}$) caused by bloodborne viruses, imposing an obligation rather than recommendation on Hepatitis B vaccination to all dental personnel and routinely utilizing infection-control guidelines for all dental patients in dental practices (include dental educational programs) should be accomplished by coordination the government agency.

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Cognition and Attitude of Hospital CEOs toward Healthcare Quality Improvement Activity (의료 질 향상 활동에 대한 병원장의 인식 및 태도)

  • Choi, Kui Son;Jee, Young Keon;Lee, Sun Hee;Chae, Yoo Mi
    • Quality Improvement in Health Care
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    • v.8 no.2
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    • pp.218-231
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    • 2001
  • Background : The purpose of this study was to investigate the understanding and the attitude of Korean hospital CEOs toward the healthcare quality improvement. Methods : A mailed questionnaire survey to the CEOs of hospitals with 400 beds or more was conducted between September 15 and October 30, 2000. Of the 108 hospitals eligible for the study, 58 participated, yielding a response rate of 54 percent. Result : The hospital CEOs have expressed that their hospital management was arduous job, and they had been pressured by increasing competitions among healthcare providers. They indicated that the low fees of health insurance made their hospital management difficult. The results also indicated that there was general consensus that the improvement of service quality was important in encouraging their organizations, but the investment of manpower and equipment ranked higher than the improvement of service quality. The majority of the CEOs have good understanding about quality improvement activities. However the facts that in general QI must be focused at the process of services and customer satisfaction, meanwhile quality improvement activities are helpful for the organizational productivity embarrassed them. The hospital CEOs responded that there were successful changes in terms of quality of care, patient satisfaction, and process efficiency after QI activities, but no increase in patient number and profit. Lack of understanding to QI activities and limited budget seem to attribute unsatisfactory outcomes. Conclusion : The majority of Korean hospital CEOs have a good understanding and attitude about QI activities. As mentioned in the result, despite of several limitations, several facts regarding the CEOs of hospital in Korean can be elucidated. (1) The general cognition of the QI project is relatively high, and it is accepted with positive concern, (2) the priority of the QI project, however, is not set higher than other projects and (3) the specific concepts of the actual QI project such as customer (patient)-focused work driving, the recognition of the work accomplishment, and the importance of rewards have not sufficiently understood.

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The Opinions of Dental Related Major Students on Dental Hygienists (치과관련학과 대학생들의 치과위생사에 대한 인식조사)

  • Kim, Young-Seok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.7
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    • pp.583-589
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    • 2020
  • This study investigated perceptions and opinions on medical personnel related to dental hygienists. The subjects of this study were 25 students, including dentistry students, dental hygiene students, dental technology students, and nursing students. The survey items consisted of general information, the pros and cons of medical hygienists and their reasons, the scope of legal work, medical practice, and the professionalism of dental hygienists. Frequency analysis and 𝑥2-tests were used for the analysis method. As a result of the study, the pros and cons of the dental hygienist's medicalization were 56.2% in favor and 40% in opposition. There were significant differences in the opinions of the dental hygienists involved with medical hygiene by 90% and 25% in nursing students. In addition, there was a significant difference in the perception of the legal work of dental hygienists and the rate of recognition of medical activities among the departments. In conclusion, it is expected that understanding and support for dental hygienists will be achieved only if proper knowledge and education about dental hygienists are made available in other departments.

Analysis of Current State of High School Achievement Evaluation for Enhancing English Class based on Achievement Assessment (성취평가중심 영어수업 활성화를 위한 고등학교 성취평가 현황 분석 연구)

  • Cho, Sung Jun
    • The Journal of the Korea Contents Association
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    • v.18 no.4
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    • pp.550-566
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    • 2018
  • In the era of the 4th industrial revolution, enhancing achievement evaluation based on process oriented instruction is essential. It assists human growth both cognitively and mentally. The purpose of this study is to analyze current condition of high school achievement evaluation in Daejeon region for enhancing English class based on achievement Assessment. Analyzing high school achievement evaluation plans as well as analyzing items of paper and pencil test using TELL program was conducted. Reanalysis of global citizen theme-based English according to core achievement standard was performed. The questionnaire was analyzed using the SPSS Win 20.0 Program to figure out significant difference of instructional method, the rate of students' grade improvement, English class related to the state of career recognition. T-test, ANOVA was performed to determine if there was a difference between the individual instructional variables. The research result is designed to construct or develop English class based on achievement evaluation while providing each high school with the result of current state of high school achievement evaluation. Specific characteristics of individual achievement result was conducted in terms of analyzing distribution of answer sheet response in order to be used as information for managing each high school achievement evaluation.

Structural Relationship between Mobile Advertisement Characteristics, Personal Characteristics, Purchasing Attitude and Purchasing Behavior -Focus on Youth Consumers- (모바일 광고특성, 개인특성, 구매태도와 구매행동과의 구조적 관계 -청소년 소비자를 중심으로-)

  • Bae, Jong Seo
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.303-317
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    • 2020
  • As the penetration rate of smart phones has spread and functions have been developed variously, a new advertising medium called mobile advertising has emerged. In addition, various mobile advertisements targeting teenagers, where most of their daily lives are conducted using smartphones, have been activated. Adolescents in the modern society called Generation Z have the longest time to use a smartphone among age groups. Even during the economic downturn, adolescent consumers are an important consumer group that can overcome the economic recession, so mobile advertisements targeting their purchasing power are being created like a flood. Therefore, in this study, the influence of mobile advertisement characteristics and personal characteristics on purchasing attitudes for adolescents using smartphones was identified, and how this was linked to purchasing behavior again. To conduct the research, a survey was conducted on 324 high school students using smartphones, and the results are as follows: First, the higher the recognition of convenience in mobile advertising characteristics and brand preferences, the higher the brand preference. Characteristics and brand trust had a positive effect on acceptance as the awareness of convenience, information, and entertainment increased. Third, the influence of adolescents' personal characteristics on purchasing attitudes had a positive effect on brand preferences by pursuit of fashion, pursuit of personality, and practical pursuit. Fourth, as a result of analyzing the relationship between purchase attitude and purchase behavior, it was verified that brand preference and brand trust among purchase attitude have a positive influence on purchase behavior. This study has significance in that it has grasped the influence of mobile advertising on purchasing behavior among teenagers who are rapidly growing as mobile consumers.

Clinical Characteristics of Kawasaki Disease in Infants Younger than 3 Months of Age (3개월 이하 영아에서 가와사끼병의 임상 특징)

  • Lee, Soo Jeong;Kim, So Jung;Kim, Hae Soon;Sohn, Sejung
    • Clinical and Experimental Pediatrics
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    • v.46 no.6
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    • pp.591-596
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    • 2003
  • Purpose : Kawasaki disease(KD) is rare in infants <3 months of age. In this younger group, the diagnosis may be delayed due to lack of most of the clinical criteria, resulting in a high risk of cardiac complications. We examined clinical characteristics in these patients for early recognition and treatment. Methods : We conducted a retrospective study on the infants with KD aged three months or younger treated at our hospital from January 1998 to July 2002. Results : Of a total of 291 patients treated during the study period, 11(3.8%) were three months old or younger. Of the 11 patients, 10 had atypical presentations. Infants had fewer of the accepted criteria, and the most common findings were fever(100%) and oral mucosal changes(72.7%). Erythema at the site of BCG inoculation was observed in six of the 11 patients(unknown in the remaining five). This feature proved a definite diagnostic clue in two patients in whom cardiac complications developed in the subacute phase. Cardiac complications were found in six patients(54.5%) : three had coronary dilatation, two had coronary wall irregularity, and one had mitral valve prolapse with regurgitation. Defervescence occurred within $1.1{\pm}0.3day$ in 10 of the 11 patients treated with intravenous immunoglobulin(IVIG) and one was given a second course of IVIG. Echocardiographic abnormality persisted in only one patient with mitral regurgitation at the 6-month follow-up. Conclusion : Most patients with KD younger than three months of age have atypical presentations and a high complication rate. For early diagnosis, erythema at the BCG inoculation site, if present, could be used as a valid diagnostic clue to atypical KD in this age group.

A Study on Infection Control Practices among Dental Hygienists (치과위생사의 감염관리 실태에 관한 연구)

  • Cho, Yoon Jung;Yoon, Seok-Jun;Ahn, Hyeong-Sik;Kim, Soonduck;Park, Hyeung-Keun
    • Quality Improvement in Health Care
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    • v.10 no.2
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    • pp.190-203
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    • 2003
  • Background: Dental hygienists are at risk of acquiring infections through exposure to infectious agents. This study explores the frequency of exposure to infectious agents and infection control practices among dental hygienists. Methods: We undertook a cross-sectional survey to examine the exposure to infectious agents and infection control practices among dental hygienists through questionnaire. Data were obtained from 124 dental hygienists attending educational conferences. A multiple logistic regression analysis was conducted to determine the factors that effect infection control practices in relation to age, completion of infection control education, recognition of their own serum hepatitis Ag/Ab status, the number of one day patients, location of clinics, type of clinics, and career years. Result: Of the 124 dental hygienists, 91.7% were exposed to at least one accident such as needle stick injuries during their practices periods. The health screening coverage rate in dental hygienists was 16.5%. The number of one day patients and career years were important in relation to infection control practices among dental hygienists. The adjusted odds ratio estimates for career years were 5.049 times greater(95% Cl 1.238-20.597) for groups with over 4 career years than under 2 career years. That for the number of one day patients were 0.261(95% Cl 0.071-0.955) lower for through 20 up to 30 patients, 0.531(95% Cl 0.102-2.78) lower for through 30 up to 40 patients and 0.498(95% Cl 0.123-2.017) lower for more than 40 patients than under 20 patients. Conclusion: From these results, prevalence of infection control practices among dental hygienists is related to the number of one day patients and career years. Prevention of cross infection and reduction of future transmission should be a priority to dental hygienists for promotion of infection control and further efforts to educate newcomers on infection prevention should be made.

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A Study on Improving of Access to School Library Collection through High School Students' DLS Search Behavior Analysis (고등학생의 DLS 검색행태 분석을 통한 학교도서관 자료 접근성 향상 방안 고찰)

  • Jung, Youngmi;Kang, Bong-Suk
    • Journal of Korean Library and Information Science Society
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    • v.51 no.2
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    • pp.355-379
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    • 2020
  • Digital Library System(DLS) for the school library is a key access tool for school library materials. The purpose of this study was to find ways to improve the accessibility of materials through analysis of students' information search behavior in DLS. Data were collected through recording of 42 participants' DLS search process, and questionnaire. As a result, the search success rate and search satisfaction were found to be lower when the main purpose of DLS is simple leisure reading, information needs are relatively ambiguous, and when user experiences the complicated situations in the search process. The satisfaction level of search time sufficiency was the highest, and the search result satisfaction was the lowest. Besides, there was a need to improve DLS, such as integrated search of other library collection information, the recommendation of related materials, the print output of collection location, voice recognition through mobile apps, and automatic correction of search errors. Through this, the following can be suggested. First, DLS should complement the function of providing career information by reflecting the demand of education consumers. Second, improvements to DLS functionality to the general information retrieval system level must be made. Third, an infrastructure must be established for close cooperation between school library field personnel and DLS management authorities.

Relationship Between Housing Prices and Expected Housing Prices in the Real Estate Industry (주택유통산업에서의 주택가격과 기대주택가격간의 관계분석)

  • Choi, Cha-Soon
    • Journal of Distribution Science
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    • v.13 no.11
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    • pp.39-46
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    • 2015
  • Purpose - In Korea, there has been a recent trend that shows housing prices have risen rapidly following the International Monetary Fund crisis. The rapid rise in housing prices is spreading recognition of this as a factor in housing price volatility. In addition, this raises the expectations of housing prices in the future. These expectations are based on the assumption that a relationship exists between the current housing prices and expected housing prices in the real estate industry. By performing an empirical analysis on the validity of the claim that an increase in current housing prices can be correlated with expected housing prices, this study examines whether a long-term equilibrium relationship exists between expected housing prices and existing housing prices. If such a relationship exists, the recovery of equilibrium from disequilibrium is analyzed to derive related implications. Research design, data, and methodology - The relationship between current housing prices and expected housing prices was analyzed empirically using the Vector Error Correction Model. This model was applied to the co-integration test, the long-term equilibrium equation among variables, and the causality test. The housing prices used in the analysis were based on the National Housing Price Trend Survey released by Kookmin Bank. Additionally, the Index of Industrial Product and the Consumer Price Index were also used and were obtained from the Bank of Korea ECOS. The monthly data analyzed were from January 1987 to May 2015. Results - First, a long-term equilibrium relationship was established as one co-integration between current housing price distribution and expected housing prices. Second, the sign of the long-term equilibrium relationship variable was consistent with the theoretical sign, with the elasticity of housing price distribution to expected housing price, the industrial production, and the consumer price volatility revealed as 1.600, 0.104,and 0.092, respectively. This implies that the long-term effect of expected housing price volatility on housing price distribution is more significant than that of the industrial production and consumer price volatility. Third, the sign of the coefficient of the error correction term coincided with the theoretical sign. The absolute value of the coefficient of the correction term in the industrial production equation was 0.006, significantly larger than the coefficients for the expected housing price and the consumer price equation. In case of divergence from the long-term equilibrium relationship, the state of equilibrium will be restored through changes in the interest rate. Fourth, housing-price volatility was found to be causal to expected housing price, and was shown to be bi-directionally causal to industrial production. Conclusions - Based on the finding of this study, it is required to relieve the association between current housing price distribution and expected housing price by using property taxes and the loan-to-value policy to stabilize the housing market. Further, the relationship between housing price distribution and expected housing price can be examined and tested using a sophisticated methodology and policy variables.