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Text Mining Analysis of News Articles Related to 'Space Hazard' ('우주 위험' 관련 뉴스 기사의 텍스트 마이닝 분석 연구)

  • Jo, Hoon;Sohn, Jungjoo
    • Journal of the Korean earth science society
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    • v.43 no.1
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    • pp.224-235
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    • 2022
  • This study aimed to confirm the status of media reports on space hazards using topic modeling analysis of media articles that are related to space hazards for the past 12 years. Therefore, Latent Dirichlet Allocation (LDA) analysis was performed by collecting over 1200 space hazards articles between 2010 and 2021 on solar storm, artificial space objects, and natural space objects from BIGKins news platform. The articles related to solar storm focused on three topics: the effect of solar explosion on satellites; effect of solar explosion on radio communication in Korea, centered on the Korean Space Weather Center; and relationship between aircrew and space radiation. The articles related to artificial space objects focused on three topics: the threat of space garbage to satellite and space stations and the transition of useful objects into space junk; the relationship between space garbage and humanity as shown in movies; and the effort of developed countries for tracking, monitoring, and disposing of space garbage. The articles related to natural space objects focused on two topics: International Space Agency's tracking and monitoring of near-Earth asteroids and the countermeasures of collisions, and the evolution and extinction of dinosaurs and mammals, with a focus on the collisions of asteroids or comets. Therefore, this study confirmed that domestic media play a role in conveying dangers of space hazards and arousing the attention of public using a total of eight themes in various fields such as society and culture, and derived education method and policy on space hazards.

The Relationship between Exercise Emotion, Leisure Satisfaction and Psychological Well-being of Participants in Life Sports in the COVID 19 (코로나 19상황에서 생활체육 참여자들의 운동정서, 여가만족, 심리적 웰빙의 관계)

  • Jung, Joo-Hyug;Kim, Keum-Ja;Yoo, Jung-In
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.6
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    • pp.81-92
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    • 2021
  • The purpose of this study is to provide basic information to help improve the quality of life by identifying the relationship between exercise emotion, leisure satisfaction, and psychological well-being for subjects who are participating in physical sports on a limited condition in a pandemic situation caused by COVID-19. To achieve the purpose of this study, Statistical analysis was performed accordingly, after data were collected through the significance sampling method using the sports emotion, leisure satisfaction, and psychological well-being scales from members who participate in physical sports at a sports facility located in Gyeonggi-do. As a result of the analysis, first, it was found that there were no significant differences in exercise emotion, leisure satisfaction, and psychological well-being by the gender of the participants. Second, there was a significant difference in exercise emotion, leisure satisfaction, and psychological well-being by the careers of them. Third, there was a significant positive correlation between exercise emotion, leisure satisfaction, and psychological well-being. Fourth, exercise emotion affected psychological well-being, having a positive effect on leisure satisfaction. Finally, exercise emotion had a positive effect on psychological happiness. In conclusion, the exercise emotion had a positive and close correlation between leisure satisfaction and psychological well-being of the participants in Life Sports.

Repellent Activity of Five Different Plant Extracts Against Aedes albopictus (흰줄숲모기에 대한 5종 식물추출물의 기피효능 평가)

  • Park, Seong Ik;Park, Jeong Ju;Kim, Dan Bi;Moon, Na Young;Shin, Ji Yoon;Cha, Sung Kyung;Kim, Sa Ra;Kim, Jong-Sik;Shon, Dong Cheol
    • Korean journal of applied entomology
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    • v.61 no.2
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    • pp.369-376
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    • 2022
  • Five different methanol extracts of plants were evaluated as a mosquito repellent against Aedes albopictus in nude mice model. The volatile components of plants were analyzed with GC-MS. The effective dose was the highest in Nepeta cataria with 72.9, 83.7, 86.4, and 97.3% efficiencies at 10, 50, 100, and 200 ㎍/mL, respectively. Nepeta cataria, Actinidia polygama, and Artemisia annua extracts were the most effective in duration time test. And there was no difference compared to negative control in the low mosquito repellent efficiency from 30 minutes. As a result of analyzing the volatile components of each plant, a total of 28 components in Mentha suaveolens, 19 components in Actinidia polygama, 27 components in Artemisia annua, 26 components in Nepeta cataria, and 19 components in Taraxacum platycarpum were detected. Especially, nepetalactone known as an effective ingredient of a mosquito repellent was identified (27.95 mg/Kg) in one of volatile components of Nepeta cataria. Overall, our results provide the possibility to develop mosquito repellents material using natural plants which contain various volatile components.

Analysis of CO/CO2 Ratio Variability According to the Origin of Greenhouse Gas at Anmyeon-do (안면도 지역 온실기체 기원에 따른 CO/CO2 비율 변동성 분석 연구)

  • Kim, Jaemin;Lee, Haeyoung;Kim, Sumin;Chung, Chu-Yong;Kim, Yeon-Hee;Lee, Greem;Choi, Kyung Bae;Lee, Yun Gon
    • Atmosphere
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    • v.31 no.5
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    • pp.625-635
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    • 2021
  • South Korea established the 2050 Carbon Neutral Plan in response to the climate crisis, and to achieve this policy, it is very important to monitor domestic carbon emissions and atmospheric carbon concentration. Both CO2 and CO are emitted from fossil fuel combustion processes, but the relative ratios depend on the combustion efficiency and the strength of local emission regulations. In this study, the relationship between CO2 and CO was analyzed using ground observation data for the period of 2018~2020 at Anmyeon-do site and the CO/CO2 ratio according to regional origin during high CO2 cases was investigated based on the footprint simulated from Stochastic Time-Inverted Lagrangian Transport (STILT) model. CO2 and CO showed a positive correlation with correlation coefficient of 0.66 (p < 0.01), and averaged footprints during high CO2 cases confirmed that air particles mainly originated from eastern and north-eastern China, and inland of Korean Peninsula. In addition, it was revealed that among the cases of high CO2 concentration, when the CO/CO2 ratio is high, the industrial area of eastern China is greatly affected, and when the ratio is low, the contribution of the domestic region is relatively high. The ratio of CO2 and CO in this study is significant in that it can be used as a useful factor in determining the possibility of domestic and foreign origins of climate pollutants.

A Study on the Perception of NGO's Overseas Service Experience: With Professional Retirees at the Center (NGO 해외봉사 경험에 대한 인식 연구: 전문직 은퇴자를 중심으로)

  • Chung, Ju-Young;Lee, Mi-Ran
    • Journal of Digital Convergence
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    • v.19 no.11
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    • pp.31-38
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    • 2021
  • The use of professional retirement personnel who have largely left their economic activities due to the retirement of baby boomers is a modern task and is emerging as a social issue. This study aims to explo re the perception of professional retirees' overseas volunteer experience as NGOs and seek ways to utilize pro fessional retirement personnel. This study is a qualitative study using photo-voice, and the participants in the study are retirees of retirement age from professions with experience in NGO overseas service. Data were collected through group activities and individual interviews, and data were analyzed using participatory analysis and subject analysis. The perception derived from the study was that NGO overseas service is the best job to be safe and raise the national status, and that information on this is wanted to be provided in retirement education. In conclusion, retirement education for the expansion of NGO overseas service was conducted not only in public enterprises but also in general workplaces to discuss ways to prepare before retirement, and the operation of the Retired NGO Overseas Volunteer Information Service Center was suggested. This study is meaningful in presenting basic data for preparing alternatives to social welfare policies in old age after retirement through the recognition of the experience of professional retirees in overseas NGO service

A Review on Past Cases of Geophysical Explorations for Assessment of Slope Stability (사면 안정성 평가를 위한 물리탐사 적용 사례 분석)

  • Cho, Ahyun;Joung, Inseok;Jeong, Juyeon;Song, Seo Young;Nam, Myung Jin
    • Economic and Environmental Geology
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    • v.55 no.1
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    • pp.111-125
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    • 2022
  • Since landslide can cause huge damages to many facilities, close characterization of slopes is needed for appropriate reinforcements for the unstable ones in order to prevent the damages. Geophysical surveys, which can characterize a large area at a relatively low cost without disturbing slopes, have been widely employed for the assessment of slope stability in other countries. However, only conventional direct investigation methods are mainly used in Korea. In this paper, we analyzed various cases, which evaluated slope stabilities by characterizing slopes using geophysical exploration. First, we introduced changes in geophysical properties due to unstable media of slope like fracture location, fracture connectivity and distribution of groundwater level, and subsequently discussed the applicability of geophysical methods to the detection of the changes; the methods include electrical resistivity survey, seismic survey, self-potential survey, induced polarization survey and ground penetrating radar. Based on this description, we analyzed how geophysical surveys were performed on various slopes.

A Study on the Users Perception of Public Library Services in Depopulation Areas: Focusing on Uiseong-gun (인구감소지역 공공도서관 서비스를 위한 이용자 인식조사 연구 - 경북 의성군을 중심으로 -)

  • Kim, Sin-Young;Cha, Sung-Jong
    • Journal of Korean Library and Information Science Society
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    • v.53 no.3
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    • pp.95-117
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    • 2022
  • This study was conducted as basic research for establishing a mid to long term development plan for libraries in Uiseong-gun, designated as a depopulated area. First, the social, cultural, and environmental characteristics of Uiseong-gun were analyzed and compared with the library infrastructure of depopulation areas similar in size with Uiseong-gun. In addition, a survey was conducted on the perception of users to understand the usage status of libraries, satisfaction with services and improvement plans, non-use factors, and demands for new libraries. Based on this process, the direction of Uiseong-gun library policy was presented. Specifically, four strategic directions for the development of libraries (future orientation, community revitalization, service specialization of the information poor, enhancement of local humanities and spiritual culture) and five key service tasks (building library brand, implementing innovative spaces and services, expanding library functions for improvement of settlement conditions of residents, developing and providing services for the elderly reflecting local characteristics, promoting reading culture) were derived. The proposed core tasks focused on future-oriented library services to overcome the limitations of a population decrease area and develop the potential of Uiseong-gun.

Applicability Analysis on Estimation of Spectral Induced Polarization Parameters Based on Multi-objective Optimization (다중목적함수 최적화에 기초한 광대역 유도분극 변수 예측 적용성 분석)

  • Kim, Bitnarae;Jeong, Ju Yeon;Min, Baehyun;Nam, Myung Jin
    • Geophysics and Geophysical Exploration
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    • v.25 no.3
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    • pp.99-108
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    • 2022
  • Among induced polarization (IP) methods, spectral IP (SIP) uses alternating current as a transmission source to measure amplitudes and phase of complex electrical resistivity at each source frequency, which disperse with respect to source frequencies. The frequency dependence, which can be explained by a relaxation model such as Cole-Cole model or equivalent models, is analyzed to estimate SIP parameters from dispersion curves of complex resistivity employing multi-objective optimization (MOO). The estimation uses a generic algorithm to optimize two objective functions minimizing data misfits of amplitude and phase based on Cole-Cole model, which is most widely used to explain IP relaxation effects. The MOO-based estimation properly recovered Cole-Cole model parameters for synthetic examples but hardly fitted for the real laboratory measures ones, which have relatively smaller values of phases (less than about 10 mrad). Discrepancies between scales for data misfits of amplitude and phase, used as parameters of MOO method, and it is in necessity to employ other methods such as machine learning, which can deal with the discrepancies, to estimate SIP parameters from dispersion curves of complex resistivity.

The Relation between Patriarchal Family Environment and Zero-sum Beliefs with the Moderated Mediating Effect of Gender through Sexism (가부장적 가정환경과 제로섬 신념의 관계에서 성차별적 인식을 통한 성별의 조절된 매개효과)

  • Joeng, Ju-Ri;Sung, Yoonhee
    • Korean Journal of Culture and Social Issue
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    • v.27 no.4
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    • pp.457-474
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    • 2021
  • The study aimed to investigate the relation between patriarchal family environment and zero-sum beliefs, and the mediating effect of sexism on the relation based on the Instrumental Model of Group Conflict (Esses et al., 1998). This study also examined the moderating effect of gender on the relation between patriarchal family environment and sexism, and the moderated mediating effect of gender through sexism. Participants were 310 first-year college students (234 males and 76 females) in the college of science and engineering, and they completed a survey consisting of patriarchal family environment, sexism, and zero-sum belief. Data were analyzed using SPSS Macro Process, and the results indicated that the relation between patriarchal family environment and zero-sum beliefs was fully mediated by sexism. In addition, the relation between patriarchal family environment and sexism was moderated by gender. Specifically, patriarchal family environment significantly predicted sexism for men, but not for women. Moreover, only for men, sexism mediated the relation between patriarchal family environment and zero-sum beliefs. Therefore, patriarchal family environment could cause sexism which could promote zero-sum beliefs for men.

Comparing Physiological Changes in Breathing Conditions during Cognitive Tasks (인지부하 환경에서 호흡방식이 생체신호의 변화에 미치는 영향)

  • Jung, Ju-Yeon;Lee, Yeong-Bae;Park, Hyeon-Mi;Kang, Chang-Ki
    • Science of Emotion and Sensibility
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    • v.25 no.2
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    • pp.79-86
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    • 2022
  • With external air pollution forcing many people indoors, new methods of facilitating healthier indoor life are necessary. This study, therefore, investigates the effects of indoor oxygen concentration and respiration methods on biosignals and cognitive ability. The study included twenty healthy subjects who inhaled air through a mask from a gas delivery system. All subjects were asked to perform three types of breathing (nasal, oral, and oral breathing with high oxygenation) and respond to cognitive stimuli (rest close eye, rest open eye, 1-back and 2-back working memory tasks). The changes in cognitive load according to respiration were analyzed by measuring response time, accuracy, and biosignals to stimuli. The result showed that, in all three respirations, heart rate significantly increased with the increase in cognitive load. Also, in oral respiration, the airway respiration rate significantly increased according to the increase in cognitive load. The change appeared to compensate for insufficient oxygen supply in oral respiration during cognitive activity. Conversely, there was no significant change in airway respiration rate during oral respiration with a high concentration oxygen supply as in nasal respiration. This result suggests that a high concentration oxygen supply might play a role in compensating for insufficient oxygen concentration or inefficient oxygen inhalation, such as oral respiration. Based on the results of this study, a follow-up study is necessary to determine the impact of changes in the autonomic nervous system, such as stress and emotions, to find out more precise and comprehensive effects of oxygen concentration and breathing type.