• Title/Summary/Keyword: 인지상태

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Beta-wave Correlation Analysis Model based on Unsupervised Machine Learning (비지도학습 머신러닝에 기반한 베타파 상관관계 분석모델)

  • Choi, Sung-Ja
    • Journal of Digital Convergence
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    • v.17 no.3
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    • pp.221-226
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    • 2019
  • The characteristic of the beta wave among the EEG waves corresponds to the stress area of human perception. The over-bandwidth of the stress is extracted by analyzing the beta-wave correlation between the low-bandwidth and high-bandwidth. We present a KMeans clustering analysis model for unsupervised machine learning to construct an analytical model for analyzing and extracting the beta-wave correlation. The proposed model classifies the beta wave region into clusters of similar regions and identifies anomalous waveforms in the corresponding clustering category. The abnormal group of waveform clusters and the normal category leaving region are discriminated from the stress risk group. Using this model, it is possible to discriminate the degree of stress of the cognitive state through the EEG waveform, and it is possible to manage and apply the cognitive state of the individual.

Intelligent Gesture Interface Using Context Awareness (상황 인지 방법을 이용한 지능형 제스처 인터페이스)

  • Oh, Jae-Yong;Lee, Chil-Woo
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.130-135
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    • 2006
  • 본 논문에서는 상황 인지(Context Aware)를 이용한 제스처 인식 방법에 대하여 기술한다. 기존의 인식 방법들은 대부분 제스처의 개별적인 의미를 중심으로 제스처를 분류하는 방법을 사용한다. 그러나 이러한 방법들은 인식 알고리즘을 일반화하는데 있어서 다음과 같은 문제점들을 가지고 있다. 첫째, 인간의 모든 제스처를 제한된 특징으로 모호하지 않게 구별하기 어렵다. 둘째, 같은 제스처라 할지라도 상황에 따라 다른 의미를 내포할 수 있다. 이러한 문제점들을 해결하고자 본 논문에서는 확률 기반의 상황 인지 모델을 이용한 제스처 인식 방법을 제안한다. 이 방법은 제스처의 개별적인 의미를 인식하기 전에 대상의 상황을 추상적으로 분류함으로써 행위자의 의도를 정확히 파악할 수 있다. 본 방법은 시스템의 상태를 [NULL], [OBJECT], [POSTURE], [GLOBAL], [LOCAL]의 5 가지 상태로 정의한 뒤, 각 상태의 천이를 바탕으로 대상의 상황을 판단한다. 이러한 상황 정보에 따라 각 상태에 최적화된 인식 알고리즘을 적용함으로써 지능적인 제스처 인식을 수행할 수 있으며, 기존 방법들이 갖는 제스처 인식의 제약을 완화 시키는 효과가 있다. 따라서, 제안하는 제스처 인터페이스는 자연스러운 상호 작용이 필요한 지능형 정보 가전 혹은 지능형 로봇의 HCI 로 활용될 수 있을 것이다.

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Health Conditions, Activities of Daily Living, Depression, Sleep, and Cognitive Functions of the Elderly at Care Facilities and Their Related Factors (요양시설 노인들의 건강상태, 일상생활수행능력, 우울, 수면과 인지기능정도와 관련요인)

  • Kim, Jong-Im
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.11
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    • pp.463-473
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    • 2016
  • The purpose of this study was to investigate the relations between the cognitive functions, health conditions, activities of daily living, depression and sleep states among the elderly at care facilities. The subjects include 204 elderly people aged 65. The data collected were analyzed using descriptive statistics, the t-test, ANOVA, Pearson correlation, and hierarchical multiple regression. The findings show that the cognitive functions of the elderly at care facilities are related to their engagement in regular exercise, duration of residency, grade of care, lack of physical freedom, listening ability, state of teeth, urinary incontinence, activities of daily living, and state of sleep. Their cognitive functions had positive correlations with activities of daily living and negative correlations with state of sleep. Their cognitive impairment was significantly influenced by their engagement in regular exercise, duration of residency, grade of care, listening ability, ADL, IAD dependency, and sleep disorder. In short, the cognitive functions of the elderly at care facilities are highly related to their health conditions as perceived and felt by them. It is thus required to develop, apply, and consistently assess and manage cognitive rehabilitation training programs to provide interventions for the factors that influence their cognitive impairment.

Effect of Complex Exercise Programs on Physical Fitness, Activities of Daily Living and Cognitive Status in Frail Elderly (허약노인의 복합운동프로그램 참여가 체력, 일상생활수행능력 및 인지상태에 미치는 영향)

  • Park, Hyunyoung;Shin, Sohee
    • 한국노년학
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    • v.40 no.3
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    • pp.429-442
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    • 2020
  • The purpose of this research was to examine changes in the physical fitness, activities of daily living performance, and cognitive status of the frail elderly by combined exercise programs. The combined exercise program consisted of an aerobic exercise for the elderly and a four-color ladder exercise for improving of cognitive ability and physical fitness. Twenty-one frail elderly participated in this study, they were divided into 12 exercise groups and nine control groups. The exercise group conducted the combined exercise program of 60 minutes, twice a week, for10 weeks, while the control group maintained their normal lives. Strength, flexibility, agility, coordination, ADL and MMSE-K were measured. Exercise group showed significant improvement in grip strength compared to control group. In addition, ADL showed significant improvement only in the exercise group. The results of this study showed that participation in the combined exercise program of the el derl y was effective in improving the grip strength, and in preventing various physical functions and cognitive conditions decline.

Relationships among Students' Self-Regulation Strategy, Cognitive Conflict, and Conceptual Change in Learning Density (밀도 개념 학습에서 자기 조절 전략과 인지 갈등 및 개념 변화의 관계)

  • Kang, Suk-Jin;Shin, Sook-Hee;Noh, Tae-Hee
    • Journal of the Korean Chemical Society
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    • v.46 no.1
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    • pp.83-89
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    • 2002
  • In this study, students' responses to anomalous data in studying ‘density' were analyzed, and the relationships among trait/state self-regulation strategies, the degree of cognitive conflict, and conceptual change were examined. A trait self-regulation strategy test, a preconception test, and a test of response to anomalous data were administered to 352 eighth graders. Among them, 146 students whose preconceptions were consistent with the presented initial theory were selected. After they had read a scientific explanation, a state self-regulation test and a researcher-made conception test were administerd. There were no significant correlations among the subcategory scores of trait/state self-regulation strategies and the degree of cognitive conflict. The scores of the conception test were significantly correlated with those of trait planning, trait effort, state planning, state self-monitoring, and state effort. State effort was only a significant predictor on students' conceptual change.

Factors influencing the happiness index of elderly patients hospitalized in nursing hospitals Convergence Research (요양병원 입원노인환자의 행복지수 영향요인에 관한 융복합 연구)

  • Ju, Hyeon-Jeong
    • Journal of Digital Convergence
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    • v.18 no.12
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    • pp.413-423
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    • 2020
  • The purpose of this study was to verify the factors influencing the happiness index for elderly patients hospitalized in nursing hospitals with a structural model. A survey was conducted on 237 people in 6 nursing hospitals in G city from July 1 to August 15, 2018, and analyzed with SPSS 18.0 and AMOS 18.0 programs. As a result of the research, the direct effect on the happiness index is the greatest factor, Next, perceived health status, economic status, and nursing satisfaction are in order, and the explanatory power is 66%. Both direct and indirect economic conditions were found to have a significant effect, and hospitalization period only had indirect effects through helplessness and nursing satisfaction. Therefore, development and application of various programs that can reduce the feeling of helplessness and improve the perceived health status. It is believed that an integrated management system, such as support system support and nursing intervention, suitable for each individual situation is needed.

Effects of cognitive rehabilitation program for the elderly with mild dementia (경증치매 노인을 위한 인지재활 프로그램의 효과)

  • Lee, Jaehong;Lee, Kwansub;Lee, Jinhwan
    • The Journal of the Convergence on Culture Technology
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    • v.4 no.4
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    • pp.95-100
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    • 2018
  • The purpose of this study was to investigate the effects of cognitive programs on cognitive function improvement in patients with mild dementia. The subjects were 30 patients with mild dementia. The subjects were applied the cognitive rehabilitation program three times a week for 6 weeks and analyzed the pre-experiment and post-experiment values through the Korean simplified mental state examination (MMSE-K). The results were as follows: The mean of test was increased and statistically significant. Thus, cognitive rehabilitation programs for patients with mild dementia are effective interventions to improve cognitive function in patients with dementia.

Effects of Dementia Risk Factors on the Cognitive Function Ability decline of the Elderly Living Alone (독거노인의 치매 위험인자 보유상태가 인지기능 저하에 미치는 영향)

  • Ham, Min-Joo;Cha, Tae-Hyun
    • Journal of the Korea Convergence Society
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    • v.9 no.8
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    • pp.265-272
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    • 2018
  • This study is a descriptive study to investigate the factors influencing the level of cognitive function among elderly living alone according to the presence of dementia risk factors. We conducted a simple questionnaire, GDS-K and MMSE-DS tests to investigate the risk of dementia among 143 elderly people living alone in the community. The results showed that the major factors influencing the cognitive function of the elderly people living alone were education, age, depression status, smoking, leisure activities, and gender. In order to develop strategies for the prevention of dementia in the elderly people living alone, it is necessary to change lifestyle and provide various management methods to identify risk factors that negatively affect cognitive function and to help cognitive health.

A Study on Relationships Between Nutritional Status and Psychological Functionings of Elementary School Children in Seoul (영양상태와 인지 및 인성 기능과의 상관성에 관한 연구-국민학교 아동을 대상으로-)

  • 이기열
    • Journal of Nutrition and Health
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    • v.19 no.4
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    • pp.233-245
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    • 1986
  • The relationships between nutritional status and psychological functionings in elementart school children were studied using dietary survey, physical and biochemical examinations and psychological measures of both cognitive and personality traits. The results obtained are as follows: (1) Performance of Y school (higher economic class) children on the tests of cognitive functionings, was generally higher than that of B school(lower economic class) children. The means of all anthropornetric measurements were also higher in Y than B school children. (2) Nutrient intakes were found to be positvely correlated with the psychological funtionings of the children to the varing degrees depending on the variables tested. However, the correlations between the physical measures and psychological functionings were low. (3) Most nutrient variables showed positive correlations with body size. (4) The functionings of both cognitive and personality traits are of utmost importance reflecting the positive effects of balanced diet on behavior.

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Dental Health Promotion behavior and Dental Health Belief of Dental Hygiene Students in Gwangju Chunnam (광주·전남지역 치위생과 학생들의 구강건강신념 및 구강건강 증진행위)

  • Lee, Hyang-Nim;Cho, Min-Jung
    • Journal of dental hygiene science
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    • v.4 no.2
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    • pp.75-80
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    • 2004
  • This study was conducted to evaluated dental health promotion behavior and dental health belief of dental hygiene students in Gwangju and Chunnam. The results of this study were as follow: (1) Higher perceived susceptibility was more decreased grade(p<0.001) and more decreased economic level(p<0.05), more perceived dental healthy(p<0.001). Higher perceived benefit was more increased grade(p<0.001), at perceived health was very unhealth(p<0.05), at perceived dental health was very unhealth(p<0.05), in case of dental office visit before 1 year was highier(p<0.01). Higher perceived seriousiness was at middle economic level(0.01), more increased perceived unhealth status(p<0.05) and perceived unhealthy dental status(p<0.01). Higher perceived salience was more increased grade(p<0.001), in case of dental office visit before 1 year was highier(p<0.001). Higher perceived barrier was more increased grade(p<0.001), more increased economic level(p<0.05), at perceived health was very unhealth(p<0.01). (2) Higher dental health promotion behavior was more increase grade in preventive dental utilization and user dental health recomended device and selection eating case of healthful food to dental health and selection uneating case of harmful food to dental health(p<0.05). (3) performance in dental health promotion behavior was significantly correlated with perceived susceptibility(r=-0.081), perceived benefit (r=0.133), perceived seriousiness(r=0.210), perceived salience(r=0.187).

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