• 디지털융복합연구
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• 제19권10호
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• pp.295-301
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• 2021

개인의 정신적 피로는 인지능력 및 업무 수행능력을 감소시킬 뿐만 아니라 일상에서 발생하는 크고 작은 사고의 주요 요인이 된다. 본 논문에서는 EEG 기반의 정신적 피로 판별을 위한 CNN 모델을 제안하였다. 이를 위해 안정 상태와 작업 상태에서의 뇌파를 수집하여 제안한 CNN 모델에 적용한 후 모델 성능을 분석하였다. 실험에 참여한 피험자들은 모두 대학교에 재학 중인 오른손잡이 남학생들이며 평균 나이는 25.5세이다. 각 상태에서의 측정된 뇌파에 대해 스펙트럼분석을 수행하였으며, CNN 모델의 입력데이터로써 원시 EEG 신호, 절대파워, 상대파워를 사용하여 CNN모델의 성능을 비교 분석하였다. 그 결과, 알파대역 후두엽 위치의 상대파워가 가장 좋은 성능을 나타내었다. 모델정확도는 훈련데이터 85.6%, 검증데이터 78.5%, 시험데이터 95.7%이다. 제안한 모델은 정신적 피로 판별을 위한 자동화시스템 개발에 적용될 수 있다.

• 대한통합의학회지
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• 제7권3호
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• pp.171-180
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• 2019

Purpose : The purpose of this study was to investigate the difference in motor cortical excitability during mental practice and action observation in subjects with forward head posture. Methods : This study was performed in two groups, a forward head posture group (n=17) and a normal posture group (n=17). Electroencephalography (EEG) was conducted to investigate cerebral cortex activity, and six electrodes were attached to Fp1, Fp2, C1, C2, C3, and C4 to measure the relative alpha power, relative beta power, relative gamma power, and mu rhythms. The subjects were requested to perform the four different conditions, which were eye opening, eye closing, mental practice, and action observation for 300 seconds. Results : The results showed that the relative alpha waves showed a significant difference between the normal and forward head posture groups in the C1, C2, C3, and C4 regions with the eyes open (p<.05). The relative beta waves also showed a significant difference between the two groups in the Fp1 and Fp2 regions during action observation (p<.05). The relative gamma waves were significantly different between the normal and forward head posture groups in the Fp1 and Fp2 regions during action observation (p<.05) in C1, C2, and C3 with eyes closed (p<.05) and in C1, C2, C3, and C4 with eyes open (p<.05). Conclusion : The results of this study showed that EEG change in the forward head posture group was different from that in the normal control group in action observation rather than in mental practice. Therefore, we are expected to provide a neurophysiological basis for applying action observation to motor skill learning during exercise for correcting forward head posture.

• Journal of Acupuncture Research
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• 제22권6호
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• pp.173-180
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• 2005

Objectives : The purpose of this study was to assess the effect auricular acupuncture for acute mental stress using power spectrum analysis of the heart rate variability(HRV). Methods : 10 healthy volunteers participated in this study. After 5 minute rest, the first mental stress was provided for 5 minute. And then subjects rested for 15 minute. The second mental stress was provided for 5 minute. The acupoint, Shin-Mun point of the ear was stimulated for 15 minute. HRV was recorded before and after the first and second mental stress, and after auricular acupuncture stimulation. Results : After mental stress, normalized LF and LF/HF ratio is significantly increased. Before and after simple rest, normalized LF and normalized HF is significantly changed, but LF and LF/HF ratio is not significantly changed. On the other hand, before and after auricular acupuncture treatment, normalized LF, normalized HF is significantly changed, and also LF and LF/HF ratio is significantly decreased. Conclusion : The result suggest that auricular acupuncture can decrease more significantly in cardiac sympathetic activity due to mental stress than simple rest.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2018년도 추계학술대회
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• pp.225-227
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• 2018

컴퓨팅 사고란 일반적으로 자동화된 프로세스 설계를 용이하게 하는 정신적 기술(mental skills)을 의미한다. 21세기를 살아갈 학생들에게는 매우 필요한 기술로 인간의 정신 능력과 컴퓨팅 능력을 필요로하는 문제들을 해결하기 위해 핵심이 되는 새로운 사고 방법인 컴퓨팅 사고 배양이 필요하다. 따라서 본 논문에서는 컴퓨팅 사고 정의에 대한 인식들이 어떻게 변화하고 있는지와 SW교육을 통해 학습자들의 심리적, 행동적으로 변화되는 기질이 무엇인지를 알아보는 방법에 대해 살펴보았다.

• 한국콘텐츠학회논문지
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• 제10권8호
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• pp.392-397
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• 2010

본 연구는 운동선수의 자기관리 및 정신력이 경기력에 미치는 영향을 규명하기 위하여 2009년 D시에 소재하고 있는 체육계열 중고등학교 학생선수와 대학교 운동선수를 모집단으로 선정, 최종 353명을 자료 분석에 활용하였다. 본 연구에서 사용된 조사도구는 설문지였으며, 설문문항에 대한 신뢰도 검증결과 각 변인 하위척도의 신뢰도 값은 자기관리의 경우 .720에서 .867, 정신력의 경우 .759에서 .898로서 비교적 신뢰할만한 수준인 것으로 나타났다. 타당도 분석결과 KMO 지수가 자기관리 .925, 정신력 .892로 나타나 요인분석을 위한 변인선정이 적절하였음이 밝혀졌으며, Bartlett 구형검정치의 경우 자기관리 및 정신력 등 모든 변인에서 통계적으로 유의미하게 요인분석이 적합한 것으로 나타났다. 본 연구에서 사용된 주요 통계기법은 상관분석(correlation), 회귀분석(regression)이었다. 이와 같은 연구방법을 통해 얻어진 결과를 종합하여 도출시킨 결론은 다음과 같다. 첫째, 운동선수의 자기관리는 경기력에 영향을 미친다. 둘째, 운동선수의 정신력은 경기력에 영향을 미친다.

• 한국학교보건학회지
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• 제33권1호
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• pp.48-57
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• 2020

Purpose: The purpose of this study is to identify the relationship between perceived smartphone addiction and physical and mental health among female college students. Methods: Data were collected using a questionnaire to measure perceived smartphone addiction and physical and mental health of 314 female students attending a college located in D city from April 9 to May, 31, 2019. The collected data were analyzed using descriptive statistics, 𝑥² test, t-test and stepwise multiple regression with SPSS 18. Results: The respondents were classified into two groups, the perceived smartphone addiction group (29.3%) and the perceived smartphone non-addiction group (70.7%). Perceived smartphone addiction was significantly different according to daily smartphone usage time (p<.001), smartphone usage fee (p=.005), most satisfying thing about using smartphones (p=.006) and importance of smartphones in daily life (p<.001). The perceived smartphone addiction group had more physical health problems (p=.001) and more mental health problems (p<.001). The factors affecting physical health were perceived smartphone addiction and importance of smartphones in daily life, with 62% of explanatory power (F=10.15, p<.001). As for mental health, the affecting factors were also perceived smartphone addiction and importance of smartphones in daily life, with 87% of explanatory power (F=14.52, p<.001). Conclusion: It is important to raise awareness of smartphone addiction including its negative impact on physical and mental health, reduce smartphone usage time, and build offline social relationships.

• 한국사회복지학
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• 제43권
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• pp.106-130
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• 2000

When parents as primary care takers to the mentally disabled adult are no longer taking care of their care-needed offsprings because of their own death or illness, instead themselves. who take care of their offsprings with the mental disability? Therefore, 'permanency planning' is very important for reduction of parents' care burden and social integration of mentally disabled adults. Accordingly, this study aims to find out factors which are related to permanency planning for adults with the mentally disability For the purpose of the study, 192 parents of the adult with the mental illness and mental retardation were conducted a survey regarding type of permanency planning, and its related factors including social functioning level of the mentally disabled, care burden, parents' self-perception of being aged, help from offspring without mental disability, social support, and financial ability. Furthermore, this study examined correlation between these factors and residential planning. Results obtained by the study were as follows: 1) 51% of the parents are having a plan for institution and most parents want other family member to take care for financial planning for their mentally disabled offsprings. 2) As a result of multiple regression for finding out factors which affect parents' permanency planning, social functioning level of the mentally disabled, parents' self-perception of being aged, help from offspring without mental disability, social support, and financial ability were statistically significant influenced factors, which has 23.3% of explanatory power. 3) As a result of step-wise multiple regression, financial ability, parents' self-perception of being aged, and help from offspring without mental disability were the most powerful influenced factors for permanency planning. 4) In case of having a plan for residential types-which are institution and community living-, parents who have a plan for the mentally disabled offsprings' future residence as community living than institution have the offsprings with more social functioning and also have more help from offspring without mental disability. Therefore, this study concluded that welfare policy for mental health and the handicapped which secure various types of community living facilities and income security is strongly needed. At the same time, mental health profession is needed to have more active interest and intervention for permanency planning for their adult clients and parents.

• 한국융합학회논문지
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• 제11권4호
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• pp.359-367
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• 2020

본 연구는 간호조무사의 정신건강에 미치는 영향요인을 파악하기 위한 서술적 조사연구이다. 연구대상자는 수도권 지역에 근무하는 간호조무사 227명이었으며, 구조화된 설문지를 이용하여 2019년 10월 중 설문조사를 실시하였다. 연구결과, 간호조무사의 정신건강에 영향을 미치는 요인은 정서적 안정성, 정서지능, 직무스트레스, 주관적 신체건강인식이었으며, 이들의 설명력은 64.6%였다. 이러한 결과로 간호조무사의 정신건강증진을 위하여 정서적 안정성, 정서지능, 직무스트레스, 주관적 신체건강인식을 향상시킬 수 있는 중재 프로그램 개발이 필요할 것으로 생각한다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2001년도 하계종합학술대회 논문집(5)
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• pp.61-64
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• 2001

This paper describes a basic study for the classification of cognitive mental states as a basic research of a human-computer interface technique. To recognize the mental states, we obtained 22 subjects’brain waves in course of two types of experiments. One of the experiments is to choose an answer among yes, no or reject buttons, to underlying questions and the other is to select an icon displayed in a monitor screen. After acquiring the brain wave signals, we construct a feature set with the percent power increase for a given segment with respect to that of the reference period. The linear discriminative algorithm is used to classify the cognitive yes/no mental states.

• 대한한의학회지
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• 제33권4호
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• pp.50-59
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• 2012

Objectives: This study aimed to compare the effects of high frequency electroacupuncture, low frequency electroacupuncture and manual acupuncture on the autonomic nervous system in stroke patients by using a heart rate variability measuring device. Methods: Thirty-nine participants were recruited and each participated in the high frequency electroacupuncture group, low frequency electroacupuncture group, manual acupuncture group and non-acupuncture group. Some participants received needle insertion with 100 Hz stimulation, with 2Hz stimulation and manual stimulation under mental arithmetic stress during 2 sections. Other participants maintained in the supine position without acupuncture under mental arithmetic stress during the 2 sections. Acupuncture needles were directly inserted perpendicularly to the right Liv 3 acupoint followed by delivery of electric pulses to these points for 8 minutes. Heart rate variability was measured 8 minutes before and 16 minutes after acupuncture stimulation by a heart rate variability measuring system. Results: We found a significant elevated HF total power between 1 section and 2 section and between 1 section and 4 section in the non-acupuncture group, between 3 section and 4 section in the 100Hz electroacupuncture group, and between 1 section and 2 section in the manual acupuncture group and with no change in the 2Hz electroacupuncture group. We also found a significant VLF total power between 2 section and 3 section in the 2Hz electroacupuncture group and between 1 section and 4 section and between 2 section and 4 section in the 100Hz electroacupuncture group. All four groups showed no significant differences in other parameters including heart rate mean, low-frequency power, and the ratio of low-frequency power to high-frequency power. Conclusions: This study may be a basis for research about effects of acupuncture and electroacupuncture because the parameters measured, heart rate variability, showed differences according to acupuncture.