• Title/Summary/Keyword: Training

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Measurement of the Visibility of the Smoke Images using PCA (PCA를 이용한 연기 영상의 가시도 측정)

  • Yu, Young-Jung;Moon, Sang-ho;Park, Seong-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.11
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    • pp.1474-1480
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    • 2018
  • When fires occur in high-rise buildings, it is difficult to determine whether each escape route is safe because of complex structure. Therefore, it is necessary to provide residents with escape routes quickly after determining their safety. We propose a method to measure the visibility of the escape route due to the smoke generated in the fire by analyzing the images. The visibility can be easily measured if the density of smoke detected in the input image is known. However, this approach is difficult to use because there are no suitable methods for measuring smoke density. In this paper, we use principal component analysis by extracting a background image from input images and making it training data. Background images and smoke images are extracted from images given as inputs, and then the learned principal component analysis is applied to map of as a new feature space, and the change is calculated and the visibility due to the smoke is measured.

Development of a board game-based gamification learning model for training on the principles of artificial intelligence learning in elementary courses (초등과정 인공지능 학습원리 이해를 위한 보드게임 기반 게이미피케이션 교육 실증)

  • Kim, Jinsu;Park, Namje
    • Journal of The Korean Association of Information Education
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    • v.23 no.3
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    • pp.229-235
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    • 2019
  • By combining the elements of the game or game in education, it improves the interest of the students and improves academic achievement by creating an environment where they can participate directly. We propose a curriculum that can learn the core principles of the elementary curriculum through fusion. The proposed curriculum helps students to understand the principles of the elementary curriculum by learning the artificial intelligence method in board game form. Learning methods that incorporate such elements of the game will enable learners to learn the principles of IT so that they can develop their ability to understand objects from various perspectives and enhance their thinking skills. It is expected that the elementary artificial intelligence curriculum that incorporates the proposed gamification will contribute to the development of the information science curriculum, which has been highlighted recently from the 2015 curriculum.

A Study on the Effect of the Archivist's Expert Power on the Job Engagement and Job Satisfaction of Record Management Personnel (기록물관리 전문요원의 전문적 영향력이 기록관리 담당자의 직무몰입과 직무만족에 미치는 영향에 관한 연구)

  • Kim, Seok-Joon;Kim, Ji-Hyun
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.29 no.4
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    • pp.161-178
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    • 2018
  • The purpose of this study is to explore how the Expert Power of archivists has influence on the job engagement and job satisfaction of record management personnel. The data were collected by survey with 103 record management personnel of office of education in Gwangju from September 2017 to October 2017. To analyze the research data, this study adopted several statistical analysis methods such as factor analysis, reliability analysis, correlation analysis, multiple regression analysis, independent sample T-test, and one-way analysis of variance. Results revealed that professionalism and influence tactics among professionalism, influence tactics, influence requirement be to the archivists Expert Power factors affect the job engagement and job satisfaction of record management personnel. Based on the results of the research, this study suggested the extension of educational training about record management and communication with record mangement personnel.

Analysis on the Global Trends for the Preservation of Public Audiovisual Heritage and the Urgent Tasks for Korea Public Audiovisual Heritage Preservation (국내 공공영상아카이브 관리 체계 마련을 위한 과제 프랑스 INA FRAME 영상아카이브 국제연수 참가를 통해 살펴본 해외 동향 분석)

  • Choi, Hyo Jin
    • The Korean Journal of Archival Studies
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    • no.58
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    • pp.95-145
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    • 2018
  • As a communication language, non-text records and archives such as photographs, images, and videos are becoming more important than text records. As a result, domestic institution, organizations, and specialists related to record management have been emphasizing the necessity of the archive management system appropriate for the distinctive characteristics of image records. This paper summarizes the points to be considered for the establishment of the Korean audiovisual archives management system, based on the writer's experience of participating in the International Audiovisual Archives Management Training for professionals in the world(INA Frame) of 2018. In particular, various types of contents including cinema, broadcasting, cultural should be managed at the national level. Furthermore, the necessity of a new concept establishment for "public audiovisual heritage" is accentuated. In addition, the tasks regarding the establishment of foundation, such as the modification of the related systems and infrastructures, and the layouts of the institution or governance, should be reviewed and revised. Moreover, the preliminary tasks revised, should be lead to the establishment of stable management system for public audiovisual archives of Korea.

The Development of Altruistic behavior Enhancement Program based on the Maumgram (마음그램을 기반으로한 이타행동증진 프로그램 개발)

  • An, Kwan-su;Cho, Sang-joong
    • Journal of Digital Convergence
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    • v.16 no.11
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    • pp.123-135
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    • 2018
  • The purpose of this study is to develop an altruistic behavior enhancement program for middle school students based on the Maumgram. To do this, we conducted basic research on the altruistic behavior program by collecting and analyzing related literature. The contents of the survey are related to the factors necessary for program analysis and content analysis. It has been validated twice in total by eight experts on the composition and content of the program. The program design consisted of three stages of observation, conversion, and relationship orientation, and selected contents suitable for altruistic programs and conducted them once a week for middle school students, self-inspection, understanding, empathy and communication. However, further study is needed to verify the effect of applying the program in the future. This study will provide basic data on the character education of middle school students by promoting the tendency of altruistic behavior through adjusting training of selfishness.

Development of Day Fog Detection Algorithm Based on the Optical and Textural Characteristics Using Himawari-8 Data

  • Han, Ji-Hye;Suh, Myoung-Seok;Kim, So-Hyeong
    • Korean Journal of Remote Sensing
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    • v.35 no.1
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    • pp.117-136
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    • 2019
  • In this study, a hybrid-type of day fog detection algorithm (DFDA) was developed based on the optical and textural characteristics of fog top, using the Himawari-8 /Advanced Himawari Imager data. Supplementary data, such as temperatures of numerical weather prediction model and sea surface temperatures of operational sea surface temperature and sea ice analysis, were used for fog detection. And 10 minutes data from visibility meter from the Korea Meteorological Administration were used for a quantitative verification of the fog detection results. Normalized albedo of fog top was utilized to distinguish between fog and other objects such as clouds, land, and oceans. The normalized local standard deviation of the fog surface and temperature difference between fog top and air temperature were also assessed to separate the fog from low cloud. Initial threshold values (ITVs) for the fog detection elements were selected using hat-shaped threshold values through frequency distribution analysis of fog cases.And the ITVs were optimized through the iteration method in terms of maximization of POD and minimization of FAR. The visual inspection and a quantitative verification using a visibility meter showed that the DFDA successfully detected a wide range of fog. The quantitative verification in both training and verification cases, the average POD (FAR) was 0.75 (0.41) and 0.74 (0.46), respectively. However, sophistication of the threshold values of the detection elements, as well as utilization of other channel data are necessary as the fog detection levels vary for different fog cases(POD: 0.65-0.87, FAR: 0.30-0.53).

The Effect of Spine Mobilization Technique on Balance and the Low Back Pain Disability Index of Patients with Chronic Back Pain (허리관절가동기법이 만성요통환자의 균형과 요통 기능장애 지수에 미치는 영향)

  • Yang, Daejung;Park, Seungkyu;Kang, Jungil;Kim, Jeho;Jung, Daekeun;Kim, Youngil;Uhm, Yohan
    • Journal of The Korean Society of Integrative Medicine
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    • v.6 no.4
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    • pp.139-148
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    • 2018
  • Purpose : The purpose of this study was to examine the effects of waist mobilization technique intervention for patients with chronic back pain on balance and the low back pain disability index. Methods : The subjects were 30 patients with chronic back pain. They were sampled and divided into a manual therapy group and a spinal decompression group. 15 subjects were randomly assigned to each group. Each training in this study participated for 6 weeks, 5 times a week, once a day, 15 minutes a day. Balance ability was measured with a balance analyzer, and the low back pain disability index was measured using the Oswestry Disability Index (ODI). Results : In the balance abilities, there was a significant difference in the manual therapy group compared to the spinal decompression group. In the low back pain disability index, there was a significant difference in the manual therapy group compared to the spinal decompression group. Conclusion : The analysis results of the effect of 6 weeks of waist mobilization technique intervention on the balance and low back pain disability index for patients with chronic back pain revealed that the manual therapy is more effective for static and dynamic balance ability and the low back pain disability index. In the future, we can promote independent life skills and expect a rapid recovery of patients with chronic back pain. Based on this study, further studies are needed on the effects of balance, the mechanical properties of muscle, and the low back pain disability index depending on various manual therapy techniques.

An Analysis of the Connection between Mathematics and other Subjects in the Seventh Grade Mathematics Textbook (2015 개정 중학교 1학년 수학 교과서에 반영된 교과 연계 분석 - 문자와 식 단원을 중심으로)

  • Yoon, Si Yeong;Huh, Nan
    • Communications of Mathematical Education
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    • v.32 no.4
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    • pp.537-554
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    • 2018
  • The era of the Fourth Industrial Revolution calls for creativity - convergence talent. In addition to having mathematical knowledge, they can create new technologies by linking them to other fields. This social trend is also reflected in the 2015 revised curriculum, and plans to further expand the STEAM education emphasized since 2011. Many teachers who had previous experience with STEAM training were satisfied with the STEAM teaching effectiveness. However, the reality is that the lack of expertise in other subjects is causing a burden on the ongoing implementation of convergence education. One way to alleviate these teachers' burden is to find the STEAM elements and then apply. Since the convergence education is required continuously, it is necessary to analyze the textbook according to the 2015 curriculum. In this study, we examined how the elements of the STEAM were apply in 7th grade textbooks. Based on the classification framework proposed by Yakman (2008), a new classification framework was devised and applied to the analysis.

Factors Affecting the Control of HbA1c in Type 2 Diabetic Patients (제2형 당뇨환자의 당화혈색소(HbA1c) 수치 조절에 미치는 영향요인)

  • Kim, Hee Yeon;Kim, Hye Sook
    • Journal of Convergence for Information Technology
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    • v.8 no.6
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    • pp.75-84
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    • 2018
  • Objects: This study is a descriptive study to identify the factors influencing the glycated hemoglobin control in type 2 diabetes patients. Methods: This study used raw data from the third year of the National Health and Nutrition Examination Survey performed from 2015. The subjects were 285 people who were classified as type 2 diabetes patients among the 7,380 participants of the National Health and Nutrition Examination Survey. Findings: The factors influencing the glycated hemoglobin control in type 2 diabetes patients were found to be age, education level, prevalence period and sleeping time. Improvements: In type 2 diabetes patients, it is very important to have appropriate education on diabetes when they discovered the disease morbidity in the middle age rather than in the aged period and to have enough sleeping time. A practical program to help this education and training should be developed.

Analysis of a Naval Warship Accident and Related Risk (해군함정 사고사례 및 위험도 분석에 관한 연구)

  • Shin, Daewoon;Park, Youngsoo;Choi, Kwang-young;Park, Sangwon
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.24 no.7
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    • pp.863-869
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    • 2018
  • Due to recent changes in the maritime traffic environment, naval warship accidents are constantly occurring. Especially in 2017, serious loss of life was caused by a US navy destroyer accident. The purpose of this study is to analyze the characteristics of naval warship accident cases and construct an accident scenario by using naval training materials, adjudication of naval warship accidents and US navy destroyer accident reports. Based on the surveyed data, the status of accidents was identified and cases were analyzed. We reproduced 17 accident cases in accordance with accident reproduction procedure and constructed naval warship accident scenarios. As a result of analyzing the CPA, TCPA and PARK model for risk, reproducing 17 naval ship accident cases, collision risk increased on average 5-6 minutes before an accident. The result of this study represents basic data for naval and simulation education materials, contributing to the prevention of marine accidents.