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Introduction to Geophysical Exploration Data Denoising using Deep Learning (심층 학습을 이용한 물리탐사 자료 잡음 제거 기술 소개)

  • Caesary, Desy;Cho, AHyun;Yu, Huieun;Joung, Inseok;Song, Seo Young;Cho, Sung Oh;Kim, Bitnarae;Nam, Myung Jin
    • Geophysics and Geophysical Exploration
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    • v.23 no.3
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    • pp.117-130
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    • 2020
  • Noises can distort acquired geophysical data, leading to their misinterpretation. Potential noises sources include anthropogenic activity, natural phenomena, and instrument noises. Conventional denoising methods such as wavelet transform and filtering techniques, are based on subjective human investigation, which is computationally inefficient and time-consuming. Recently, many researchers attempted to implement neural networks to efficiently remove noise from geophysical data. This study aims to review and analyze different types of neural networks, such as artificial neural networks, convolutional neural networks, autoencoders, residual networks, and wavelet neural networks, which are implemented to remove different types of noises including seismic, transient electromagnetic, ground-penetrating radar, and magnetotelluric surveys. The review analyzes and summarizes the key challenges in the removal of noise from geophysical data using neural network, while proposes and explains solutions to the challenges. The analysis support that the advancement in neural networks can be powerful denoising tools for geophysical data.

Comparative Study of Educational Needs between Public Officials and Private Employees for Health and Welfare (보건복지전담 공무원과 민간 보건복지종사자의 교육요구 비교)

  • Song, Yun-Hee;Eom, Mi-Ri;Jin, Sun-Mi
    • Journal of Convergence for Information Technology
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    • v.8 no.1
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    • pp.207-214
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    • 2018
  • The purpose of this study is to compare the educational needs of public officials and private employees for health and welfare in order to improve education program. Data were collected from 2,290 public officials and 1,991 private employees and were analyzed using frequency analysis and independent sample t-test. Private employees recognized that education and training are more enough than public officials. In addition, private employees took the gathering training classes more than public officials. Private employees reported that they are more satisfied than public officials with regard to leader consideration, peers' will of participation and institutional conditions. However, public officials reported that they are more satisfied than private employee officials with regard to the degree of sharing of information and education for new policies. Public officials preferred three or two days of training, but private employees preferred one or two days. Both public officials and private employees preferred gathering training classes and blended learning as an effective education type. Based on this research, invigoration of health and welfare education and the management of its plan were discussed.

New Trends of Managers' Leadership Style in the Food Service Industry (외식산업 관리자의 리더십에 관한 최근 연구동향)

  • Jean, Kyung-Chul
    • Korean Business Review
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    • v.19 no.1
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    • pp.223-240
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    • 2006
  • The purpose of this study is to review the current state of the transformational leadership and LMX approach to the study of leadership. Leadership research has witnessed a shift from traditional transactional models to a new genre of theories of transformational and charismatic leadership and LMX. Transformational leadership theories offer the promise of extraordinary individual and organizational outcomes. Leaders motivate followers to perform beyond expected levels by activating higher order needs, fostering a climate of trust, and inducing them to transcend their self-interest for the organization's sake. Numerous investigations point of the robustness of the effects of such leadership on individual and organizational outcomes such as job satisfaction, organizational commitment, and performance. LMX theory suggests that leaders do not use the same style in dealing with all subordinates, but rather develop a different type of relationship or exchange with each subordinate. These relationships range from those that are based strictly on employment contracts to those that are characterized by mutual trust, respect, liking, and reciprocal influence. LMX has been positively related to job satisfaction, productivity, and career progress of managers and negatively related to turnover and employee grievances. In conclusions, effective leaders link achievement of organizational goals to follower fulfillment of self-development goals, with the former advancing the latter.

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A study on the contributing factors of wage inequality in employment companies for persons with disabilities (장애인 고용기업체의 임금 격차 기여요인에 관한 연구)

  • Choi, Yun-Jung
    • Journal of the Korea Convergence Society
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    • v.11 no.7
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    • pp.207-216
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    • 2020
  • The purpose of this study is to analyze the factors contributing to the wage inequality between employment of persons with disabilities. Among the raw data provided by the Korea Employment Development institute for persons with disabilities, 3,546 cases were studied, excluding cases in which major variables were missing, in the 『2018 survey on the employment status of the disabled in business』. Data analysis was conducted using SPSS 25 and STATA 14 to analyze wage inequality among employment companies for persons with disabilities. Data analysis was conducted using SPSS 25 and STATA 14 to analyze wage inequality in employment companies for persons with disabilities. The study found that factors contributing to the wage inequality in employment companies for the disabled include 'minimum level of education'12.63%, 'asset level'6.37%, 'level of work required'4.87%, 'ratio of female employment'3.30%, 'sales profit'2.33%, 'education training for employees'1.19%, 'labor union membership rate'0.67%, 'work type'0.42%, 'average working hours'0.41%, 'recognition of work level of disabled people'0.34%, 'recognition that employment of disabled people is helpful to companies'0.23%, 'positive recognition of work cost of disabled people'0.17%. Based on these results, this study proposed access at the level of employment business for the disabled, social level, and worker level for the disabled.

An Analysis of Research Using the Rhythmic Auditory Stimulation Technique: A Comparison of Music Therapy and Physical Therapy Approaches (국내 리듬청각자극(RAS) 기법 활용 연구 분석: 음악치료와 물리치료 비교를 중심으로)

  • Lee, Jiyeon
    • Journal of Music and Human Behavior
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    • v.17 no.1
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    • pp.71-96
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    • 2020
  • The purpose of this study was to identify research that included the rhythmic auditory stimulation (RAS) technique and to compare this body of research within the field of music therapy with that in physical therapy. Forty-five studies were identified that were published from January 1999 through November 2018, and these were analyzed in terms of intervention procedure, type of rhythmic cueing, and therapeutic basis described by the researcher. While research in both fields used rhythmic cueing as the primary therapeutic agent, differences were found in the area targeted by training and specific type of rhythmic cueing used. Research conducted in the field of music therapy focused primarily on gait function, while research in the field of physical therapy tended to address gait-related physical issues, such as balance, muscle strength, and proprioceptive sensation as well as gait. While all of the identified studies from the field of music therapy used music for cueing, a metronome was used more often for cueing in physical therapy research. In terms of description of theoretical basis, theory of entrainment was more sufficiently described in music therapy research. These results indicate that while music therapy research maximized the role of various elements of music in intervening in gait function, physical therapy research addressed gait in relation to other physical functions. Considering that both aspects are essential for gait training, this study supports the need for a multidisciplinary approach to neurological rehabilitation with RAS.

A Study of Disabled Women's Job Needs (여성장애인의 취업 욕구 수준에 영향을 미치는 요인에 대한 분석)

  • Kim, Ki-Tae;Park, Byung-Hyun;Kang, Chul-Hee;Lee, Sung-Kyu;Lee, Kyung-Hee
    • Korean Journal of Social Welfare
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    • v.37
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    • pp.33-66
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    • 1999
  • The primary objectives of this research is to identify (1) demographic characteristics and job needs of women with disabilities in Korea and (2) factors that predicts the degrees of their job needs. This study uses the data based on interviews with 805 disabled women selected randomly from the registered disabled women in Seoul, Kuyngki-Do, Pusan, and Kuyngsangnam-Do. In the aspect of disabilities, this study showed that more than half of disabled women in our sample have very severe disabilities (1st degree and 2nd degree of disabilities) and needs others' help in their daily lives. In the demographic aspect, this study found that disabled women's education level is very low and their monthly income is also very low. This study also found that in spite of their disabilities and functional limitations, more than 3/4 of disabled women have needs about jobs. Finally, using logistic regression analysis, this study found that disabled women's type of disabilities, dependencies in daily life, age, job experiences, job training experiences, willingness for independence, and parental attitude about disabled women's future are statistically significant in predicting the degree of their job needs. This study will contribute to developing knowledge about disabled women's characteristics and provide practical implications for intervention strategies and assistance programs related to promoting their welfare.

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A Study about The Motivational Theory-Based Types of Security Guard's Martial Art Training on Job Performance (경호원의 무도수련이 직무수행에 미치는 영향에 대한 실증분석)

  • Park, Hee-Suk;Lee, Young-Oh
    • Korean Security Journal
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    • no.20
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    • pp.179-198
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    • 2009
  • This study aims to find out what affects on performance of private security service guards' duty regarding the security service martial arts. To achieve its goal, object of this study was set as private security service guards of private security service enterprise. Here are some conclusions that have been found. First of all, it was revealed that Hapgido, Judo, Taekwondo, kumdo and fencing are in order of the martial arts that help security service the most. Second, the relation of the ability to perform private security service guards' duty between the security service martial art of security guards and the types of them appeared that ones who had been trained were found to be more affirmative than ones who had not, and showed a significant difference. On the other hand, there was no significant difference found on the type of performance of private security service guards' duty. However, ones with a longer career seemed to be more affirmative on the side of work quality and duty, and it also showed a significant difference statistically. complishment relation between the security service martial art of security guards and the types of them appeared that ones who had been trained were found to be more affirmative than ones who had not, and showed a significant difference. Seventh, the relation of mental and the types of them appeared that ones who had been trained were found to be more affirmative than ones who had not, and showed a significant difference. On the other hand, there was no significant difference found on the type of performance of private security service guards' duty.

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A Study for New Paradigm Settlement on Business Security Management: Focus on Global Business (산업보안관리에 관한 뉴패러다임의 정립: 글로벌 비즈니스를 중심으로)

  • Yu, Hyung-Chang
    • Korean Security Journal
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    • no.39
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    • pp.355-386
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    • 2014
  • Current business environment asks the fundamental changes about business security. The essences of these changes are that the security management of today's global business is important task of managers and the security practitioner is professional who needs very specialized education and training with business thinking. Rapid process of globalization of global village tore down the business limit that was restricted on the geological areas' limitation. Rapid business environments' change that is driving depends on development of science and technology with globalization needs new paradigm to keep business continuity. With the process of globalization, Korea, which importance is gradually increasing in the national economy, has trade dependent economic system, which keeps power of national economy through trade, so Korean economic tendency is accelerating. To keep competitiveness in global market, new strategy that is different with existing domestic business management is necessary. That is, capacity of coping with outside risk in domestic business management is established in some degree, but business activities in foreign countries faces at numerous unexpected risks that differ from country to country such as difference with the custom, changes of corporate governance etc. To cope with these new risks effectively, new paradigm for business risk is necessary. Especially, flexibility of thinking like new paradigm is necessary to cope with new security risk effectively. To cope with security risk that occurs in the new business environment effectively and competes against international company in global market, company management and members' changes of cognition about security and innovative changes in security policy is necessary. In the basement of these changes, there is expansion of business security tasks, improvement of report line, enhancement of professionalism and status of security officers, variation of hands-on workers and increasing of investment to the security etc.

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A Case Study on the Professional Education Using SAFMEDS Teaching Strategy (SAFMEDS 교수전략을 적용한 전문가 교육 사례연구)

  • Jeong, Gyeong-Hee;Choi, Jinhyeok;Ahn, Sung-Woo;Shin, Chang-Suk
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.10 no.1
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    • pp.9-18
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    • 2016
  • This study reported a case study that showed educational usefulness of SAFMEDS (Say All Fast a Minute Every Day Shuffled) on the improvement of Fluency. The participants were 3 experts with special teacher and speech and pathology, who enrolled a graduate level course, Research in Children with Autism Spectrum Disorder. The SAFMEDS strategy was employed as a study tool for the participants to acquire fluent verbal repertoires related to the key terminologies of Skinner's (1957) analysis of verbal behavior, list 60 pairs of terms. The participants developed 60 term flash cards which presented a target term on the front of the card, and its definition on the back. During the intervention, the participants were required to see the definition and says its term. The results of this study indicated that the SAFMEDS was effective to improve participants' fluent verbal repertoires in terms of both accuracy and fluency. The results of this study would be able to contribute for education professionals to improve certain target operant's accuracy and fluency.

A Study on Fire Facilities of Urbane Buildings (도시건축물의 소방시설에 관한 연구(I))

  • 김소수
    • Fire Science and Engineering
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    • v.6 no.2
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    • pp.15-24
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    • 1992
  • 우리나라는 1960년대의 경제개발계획에 따른 공업화 시축의 추진으로 산업의 발달과 경제성장은 인구를 도시로 집중시키면서 도시건축물은 대형화, 고층화, 과밀화 현상을 가져왔다. 한편, 국민생활의 향상과 산업활동의 다양화로 화재발생의 주요원인이 되는 전기, 가스, 유류등의 사용량이 해마다 늘어나고 있어 화재의 위험을 가중시키고 있다. 최근 10연간('81~'90) 전국에서 발생한 화재사고는 9만 5,154건이 발생하여 인명피해 1만1,117명, 재산피해 1,859억 2,200만원의 많은 손실을 가져 왔으며, 이 중에는 서울에서 발생한 화재가 3만6,089건으로 전체의 37.9%을 차지하고 있다. 화재가 발생할 경우 대형 참사를 방지하고 귀중한 인명피해는 물론 경제적 손실을 최저로 줄일 수 있는 소방시설을 도시건축물에 설치하여 이에 대비하는 것이 무엇보다 귀중한 일이다. 이는 화재예방 또는 발생 초기에 이를 감지, 통보하고 피난하며 소화활동에 이르는 모든 방재 및 소화를 위한 소방시설의 유용성을 최대로 발휘할 수 있기 때문이다. 본 논문에서는 서울특별시를 중심으로 도시건축물에 설치된 소방시설의 유지 관리 실태와 화재시 소방시설의 이용실태를 분석하여 문제점을 도출하고 이에 대한 개선방향을 제시하므로서 예방소방행정의 발전을 기하고저 하였으며, 그 내용을 요약하면 다음과 같다. 제1장에서는 서론부분으로서 연구의 목적과 범위및 접근 방법을 서술하였고, 제2장에서는 도시소방행정의 특성 및 소방환경의 변화로 먼저 소방행정의 의의와 도시소방행정의 유형으로 예방소방과 진압소방 그리고 구급.구조업무등을 살피고. 도시소방환경변화에 따른 화재발생추세를 살펴 보았다. 제3장에서는 도시건축물에 설치하는 소방시설의 설치.유지 및 이용실태를 검사.분석하였다. '90년도 서울시내 소방서에서 실시한 소방대상물에 대한 소방검사와 방화관리자에 대한 설문조사를 실시하여 소방시설의 유지관리실태를 통계.분석한 결과, 소방시설이 양호한 소방대상물은 전체의 75.9%이며, 불량소방대상물은 24.1%로 나타났다. 그리고 화재가 발생한 소방검사대상물에 대한 화재현장 조사결과 화재시 소방시설을 사용한 소방대상물은 전체의 72.1%를 차지하고 있다. 제4장에서 는 소방시설의 문제점으로 \circled1 소방설비부실공사, \circled2 소방시설 유지관리능력부족, \circled3 소방검사제도 불합리등이며, 이에 대한 개선방향으로 \circled1 소방설비 시공자의 지도. 감독강화, \circled2 자체시설관리능력향상, \circled3 예방소방행정제도의 개선을 제시하였다. 제5장은 결론으로, 우리나라가 최근 경제성장과 산업의 발달로 도시건축물의 화재발생 위험이 가중되면서 이에 대한 소방안전대비책이 요구된다. 이에는 도시건축물에 방화시설과 소방시설을 완비하고, 그리고 자격있고 유능한 방화관리자 선임하여 자체 소방계획을 수립하여 시설점검, 정비와 유지관리를 철저히 한다면 어떠한 화재도 예방 또는 초기에 진압할 수 있고, 또한 입주검자에 대한 소방교육 및 훈련을 지속적으로 수행하여 나간다면 여하한 도시건축물의 소방안전도 그 목적을 달성하리라고 생각한다.

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