• ETRI Journal
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• 제46권3호
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• pp.473-484
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• 2024

We introduce a machine learning-based web application to help travel agents plan a package tour schedule. K-nearest neighbor (KNN) classification predicts the optimal tourists' dwelling time based on a variety of information to automatically generate a convenient tour schedule. A database collected in collaboration with an established travel agency is fed into the KNN algorithm implemented in the Python language, and the predicted dwelling times are sent to the web application via a RESTful application programming interface provided by the Flask framework. The web application displays a page in which the agents can configure the initial data and predict the optimal dwelling time and automatically update the tour schedule. After conducting a performance evaluation by simulating a scenario on a computer running the Windows operating system, the average response time was 1.762 s, and the prediction consistency was 100% over 100 iterations.

• 전자공학회논문지B
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• 제33B권6호
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• pp.136-148
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• 1996

In this paper, we analyze the traffic characteristics in microcell and macrocell overlaid PCS system which process voice and dta calls separately each others. in this system, data calls are delayed in queue when all of channels are occupied, while voice calls are bolcked in that case. For this, we calculated inter-microcell handoff area dwelling time distribution and handoff area dwelling time distribution between microcell and macrocell. We analyze traffic performance using this results. We used M/M/C/K model, and analyzed traffic performance of macrocell with handoff area variation of microcell.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2022년도 봄 학술논문 발표대회
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• pp.222-223
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• 2022

The purpose of the study is to derive maintenance items in dwelling unit of apartment after the liability period for defect security. In according with the Apartment Housing Management, the managers of apartment maintain facilities in public and develop a long-term repair plan. However, Apartment unit housing is a private area and is managed facilities individually by residents or owners. As the facility ages, it is necessary to derive items in dwelling unit of apartment that need to maintain performance. Therefore, this paper analyzed the history of repairing facilities through complaints about rental housing units.

• 한국전문물리치료학회지
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• 제20권1호
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• pp.74-80
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• 2013

We evaluated whether group locomotor imagery training-combined knowledge of performance (KP) lead to improvements in gait function in community dwelling individuals with chronic stroke. Ten adults who had suffered a hemiparetic stroke at least 6 months earlier participated in group locomotor imagery training-combined KP for 5 weeks, twice per week, with 2 h intensive training. Dynamic gait index scores increased significantly after the group locomotor imagery training-combined KP. However, times for the timed up-and-go test did not improve significantly after the training. Group locomotor imagery training-combined KP may be a useful option for the relearning of gait performance for community dwelling individuals with chronic hemiparetic stroke.

• The Journal of Korean Physical Therapy
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• 제18권4호
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• pp.61-70
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• 2006

연구목적: 본 연구는 가정 거주노인과 시설 거주 노인의 일상생활동작(ADL)과 도구적 일상생활동작(IADL)을 비교 분석하여 노인 돌봄에 관여하는 의료 종사자, 특히 물리치료사와 작업치료사의 업무에 도움을 주고자 시행하였다. 방법: 일상생활동작 및 도구적 일상생활동작의 검진은 한국형 일상생활동작 평가서와 도구적 일상생활동작 평가서를 사용하여 거주 형태가 다른 두 노인 집단의 평가 결과를 분석하였다. 결과: 노인들의 일상생활동작과 도구적 일상생활동작의 수행 능력은 부부 동거, 자녀 수, 수입, 현재 앓고 있는 질병 및 나이에 의해 영향을 받고 있는 것으로 나타났다. 또한 일상생활동작 중에는 한 가지 동작이 도구적 일상생활동작은 한 가지 동작을 제외한 모든 동작에서 수행 능력의 차이를 보이고 있다. 부부가 함께 동거하는 노인이 홀로 사는 노인에 비해 전반적으로 일상생활 활동이 원활한 것으로 나타났다. 결론: 한국형 일상생활동작 평가서와 도구적 일상생활동작 평가서가 한국 노인의 일상생활 활동을 평가하는데 보다 사용하기 좋았다. 노인을 돌보는 의료 종사자 특히 물리치료사 및 작업치료사는 노인의 일상생활 활동을 증진시키기 위해 훈련을 시행한다면 일상생활동작 훈련에서는 목욕하기에 중점을 두고 도구적 일상생활동작의 훈련에서는 거의 모든 동작을 훈련 시켜야 할 것을 조언한다.

• 생물정신의학
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• 제20권3호
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• pp.104-110
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• 2013

Objectives : The aim of this study was to examine the prospective impact of the apolipoprotein E (APOE) ${\varepsilon}4$ on cognitive performance in the community-dwelling elderly individuals with Alzheimer's disease (AD). Methods : The total number of subjects was 30 (12 men and 18 women) who were diagnosed with AD from a Korean project of "Early Detection of Dementia". People aged 65-85 years were included in the analysis. The eight neuropsychological domains from the Korean version of Consortium to Establish a Registry of Alzheimer's Disease (CERAD-K) were conducted to test subjects. They have been followed at 24-month intervals with the same assessments at each interval. Their cognitive performance at 2 year intervals was compared by the occurrence of the APOE ${\varepsilon}4$. Results : The impact of ${\varepsilon}4$ allele was significant in the Word List Memory Test (WLMT, F = 4.345, df = 1, p = 0.021) and Word List Recall Test (WLRT, F = 5.569, df = 1, p = 0.033). Conclusions : The APOE ${\varepsilon}4$ allele was significantly correlated especially with verbal episodic memory domain in community-dwelling elders diagnosed with AD.

• 한국농촌간호학회지
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• 제7권1호
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• pp.29-37
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• 2012

Purpose: The purpose of this study was to develop and evaluate a self-management program for community dwelling patients with chronic mental illness so that they could improve their daily living skills and interpersonal relationships. Methods: A nonequivalent control group pre-post test design was used. The participants with chronic mental illness were recruited from a community mental health center. Twenty-two participants were assigned to the intervention group and 19 to the control group. The self-management was provided by 8 trained nursing students, and consisted of 8 sessions including education and practice. Each session was composed of strategies to improve self-care of community dwelling patients with chronic mental illness. Baseline and post-intervention measurements were done using a daily living skill performance scale and interpersonal relationship instrument. Results: Scores for daily living skill performance were not statistically significant, but scores for interpersonal relationship were statistically significant. Conclusion: The results of this study show that the self-management program had a positive impact on patients with chronic mental disorders. Therefore, it is suggested that the program could be used as an effective nursing intervention for patients with chronic mental disorders being cared for in community mental health centers.

• 한국주거학회논문집
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• 제7권2호
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• pp.139-151
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• 1996

The Purpose of this study is to examine residents' subjective satisfaction of the elderly housing environment and to suggest some major factors which can be used as basic design guidelines for the elderly housing. as the number of the elderly is growing in Japan For this purpose. data were collected through a questionnaire survey method, Some questions on their hope for the conditions of the elderly housing were asked to 265 old People living in the suburbs of Chiba city. Japan. Based on the findings of the statistical factor analysis, the major factors which affected on the elderly housing environment of the study can be summarized as follows ;(1)Factor1 is correlated with the space design element represented by the elderly dwelling performance and overall efficiency for the dwelling exterior space design (2)Factor2 is relative to the interior environmental element with Physiological and sensitive performance for borne services system. (3)Factor3 can be explained the moving and communication performance for Physical uneasiness of outdoor activities and request of public cultural spaces. (4)Factor4 is relative to the mental rest element with safety accidents for moving activities etc. and psychological isolation for the elderly.

• 대한간호학회지
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• 제42권6호
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• pp.810-818
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• 2012

Purpose: This study was done to explore factors relating to number of falls among community-dwelling elders, based on gender. Methods: Participants were 403 older community dwellers (male=206, female=197) aged 60 or above. In this study, 8 variables were identified as predictive factors that can result in an elderly person falling and as such, supports previous studies. The 8 variables were categorized as, exogenous variables; perceived health status, somatization, depression, physical performance, and cognitive state, and endogenous variables; fear of falling, ADL & IADL and frequency of falls. Results: For men, ability to perform ADL & IADL (${\beta}_{32}$=1.84, p<.001) accounted for 16% of the variance in the number of falls. For women, fear of falling (${\beta}_{31}$=0.14, p<.05) and ability to perform ADL & IADL (${\beta}_{32}$=1.01, p<.001) significantly contributed to the number of falls, accounting for 15% of the variance in the number of falls. Conclusion: The findings from this study confirm the gender-based fall prediction model as comprehensive in relation to community-dwelling elders. The fall prediction model can effectively contribute to future studies in developing fall prediction and intervention programs.

• International Journal of Advanced Culture Technology
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• 제8권4호
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• pp.64-76
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• 2020

Purpose: Several screening tools have been developed to identify sarcopenia in rural community-dwelling older adults. We aimed to compare the diagnostic accuracy of two such tools, namely the SARC-F and SARC-CalF assessments. Methods: This cross-sectional study on 388 community-dwelling older adults comprised 254 women and 134 men with a mean age of 77.8 ± 6.26 year in Korea. We assessed muscle mass, muscle strength, and physical performance using a bioimpedance analysis device, hydraulic hand dynamometer, and 4 m gait speed test, respectively. Three widely-used diagnostic criteria [the Asian Working Group for Sarcopenia (AWGS), European Working Group on Sarcopenia in Older People, and the International Working Group on Sarcopenia] were applied. Sensitivity and specificity analyses were performed on the SARC-CalF and SARC-F tests. We used receiver-operating characteristic curves and the area under the curves (AUCs) to compare the diagnostic accuracy of the assessments with regard to sarcopenia. Results: An analysis using four sets of diagnostic criteria showed that the prevalence of sarcopenia was 27.6% to 41.0%. Using the AWGS 2019 criteria as a reference standard, the SARC-CalF had a sensitivity of 83.02% and a specificity of 53.71% in the entire study population, whereas the SARC-F had a sensitivity of 79.87% and a specificity of 41.92%. The AUCs for the SARC-CalF and SARC-F tests were 0.725 (95% confidence interval 0.678-0.769) and 0.645 (95% confidence interval 0.595-0.693), respectively (p<001). In the analyses using the other three diagnostic criteria, similarity was also confirmed. Conclusion: SARC-CalF showed better sensitivity than did SARC-F when diagnosing sarcopenia in rural community-dwelling older adults. Further studies are needed to verify this finding in different populations.