• The Journal of Information Systems
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• v.28 no.3
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• pp.249-276
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• 2019

Purpose The purpose of this study is to develop a prediction model and decision rules for the elderly's suicidal ideation based on the Korean Welfare Panel survey data. By utilizing this data, we obtained many decision rules to predict the elderly's suicide ideation. Design/methodology/approach This study used classification analysis to derive decision rules to predict on the basis of decision tree technique. Weka 3.8 is used as the data mining tool in this study. The decision tree algorithm uses J48, also known as C4.5. In addition, 66.6% of the total data was divided into learning data and verification data. We considered all possible variables based on previous studies in predicting suicidal ideation of the elderly. Finally, 99 variables including the target variable were used. Classification analysis was performed by introducing sampling technique through backward elimination and data balancing. Findings As a result, there were significant differences between the data sets. The selected data sets have different, various decision tree and several rules. Based on the decision tree method, we derived the rules for suicide prevention. The decision tree derives not only the rules for the suicidal ideation of the depressed group, but also the rules for the suicidal ideation of the non-depressed group. In addition, in developing the predictive model, the problem of over-fitting due to the data imbalance phenomenon was directly identified through the application of data balancing. We could conclude that it is necessary to balance the data on the target variables in order to perform the correct classification analysis without over-fitting. In addition, although data balancing is applied, it is shown that performance is not inferior in prediction rate when compared with a biased prediction model.

• Journal of the Korea Society of Computer and Information
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• v.16 no.10
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• pp.185-196
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• 2011

Exercise programs for elderly users are operated by each department and facility, but it is not enough to visualize exercise prescription and effect followed by elderly users physical conditions. The purpose of this study is to suggest exercise prescription for elderly users with a visual path map. A visual path map is to visually present types of users classified according to physical strength conditions, the process of exercise prescription, and effects of exercise. Exercise prescription is divided into four stages: analysis of physical conditions, exercise prescription by the visual path map, smart exercise prescription, and exercise for elderly users. The first stage, analysis of physical conditions is to classify physical conditions by each type by mechanically learning elderly users' physical test values. The second stage, exercise prescription by the visual path map, is to present exercise prescription suitable for elderly users' physical conditions. The third stage, smart exercise prescription, is to offer exercise prescription of the day when exercise is carried out using elderly users' smart phones in consideration of their situations. The fourth stage, exercise for elderly users, is to provide information by their smart phones when they exercise. In conclusion, this study will be able to induce elderly users to do continuous exercise by motivating them.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.9 no.1
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• pp.9-14
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• 2016

Recently the number of the elderly who live alone are increasing more and more as the average life span is prolonged. The elderly are probably in danger at home without being helped due to external aggressions or sudden health problems. Accordingly, more and more interests are taken in medical welfare for the healthy life of the seniors. In this paper, we have developed a mobility and vitality signal monitoring system based on ZigBee-PSTN gateway for the elderly. This combination of ZigBee wireless sensor network and PSTN can be easily established even in the poor internet infrastructure as is usually common for the elderly, with the advantage of providing non-constrained monitoring feature. The research result can be extended to the future tele-medicine system.

• 한국노년학
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• v.41 no.3
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• pp.309-325
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• 2021

This study explored the differences in health information verification behavior according to digital literacy and health empowerment between elderly and non-elderly groups. Targeting a total of 1,000 people in the two groups, demographic characteristics according to digital literacy and health empowerment were investigated. Interestingly, this study found that elderly people fell primarily in the category of low digital literacy and high health empowerment. However, non-elderly people were frequently found in the high digital literacy and low health empowerment category. Also, our analyses found an interaction effect in digital literacy and health empowerment on health information verification behavior in the elderly group, while the main effect of health empowerment was verified in the non-elderly group. These results imply that the elderly need to improve both digital literacy and health empowerment, while the non-elderly need to focus on developing subjective confidence through health empowerment.

• Korean Institute of Interior Design Journal
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• v.24 no.3
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• pp.176-185
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• 2015

Senior citizens' new life style has appeared according to the massive retirement of the baby boom generation since 2010. Consequently, Senior Welfare Centers, the provider of elderly leisure programs, has been asked for the programs and spaces which are able to meet the changing life style of the elderly. This study focuses on the survey for current status of leisure programs in accordance with the changing life style and on the investigation for sensible usage of space in senior welfare centers in Gwangju Metropolitan city. The result shows the portion of the programs which every center provides is quite different according to the life style. The program types for challenge and utility are provided 192 times a week and the program types for health and sociality 133 times a week. Both types shows high frequency of supply and use of the program especially 85 times of information-oriented education, 64 times of musical instruments, and 42 times of foreign language are supplied vividly. On the contrary, the program types for fashion and self-management and the program types for volunteer work and achievement are insufficient, so It should be reconsidered to establish the programs and to supply the space for the program from now on. The current status for spatial usage shows that most of the centers share a space for several programs. It means that the space of the Senior Welfare Center is limited and various programs should be run in the narrow space. High frequency programs like the program types for challenge and utility secure sufficient spaces not to miscarry the use for the programs. The center of case B has well equipped and large space and provides proper space for each programs to meet the demand of the senior citizens. Like these, Senior Welfare Centers in Gwangju Metropolitan city have supported Senior citizens' Life Style by supplying various leisure programs to meet the demand for it. This research could be used as the basis for the programs about the spatial utilization in accordance with various future life style of Senior citizens'.

• The Journal of the Korea institute of electronic communication sciences
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• v.10 no.10
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• pp.1197-1204
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• 2015

In this study, 8th Korea Welfare Panel data surveys utilizing 65 years age or older, problem drinking analyzed the impact on suicidal thoughts as a medium for depression and self-esteem. In the main analysis, First, Problem drinking appears to influence the level of statistically significant positive (+) of suicidal thoughts. Second, Depression was found to mediate the relationship between the full level of problem drinking and suicidal thoughts. Third, Problem drinking was found not appear to be significant influence on self-esteem is not the mediating effect of self-esteem. However, the higher level of problem drinking, the lower level of self-esteem, through the sign of regression coefficient is negative (-) potential of the relationship was confirmed. These results suggest that more systematic research is necessary for the elderly suicide with preparing for the elderly of problem drinking.

• Journal of the Korea Society of Computer and Information
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• v.19 no.8
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• pp.197-205
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• 2014

The purpose of this study is to analyse on the internet use of Korean older adults focused on their socioeconomic characteristics. For this study, data were collected through the face to face interview with aged over 60 using a questionnaire for the residence of Daegu and Kyungsang Buk-Do areas. Subjects were divided into socioeconomic characteristics such as gender, education level, economic level, religion, and life satisfaction. The data were analysed the elderly's internet use such as frequency of internet access, motivation of internet use, utilization of internet, and usefulness of internet based on their socioeconomic characteristics. The results of this empirical study revealed that there exist a significant differences between internet use and socioeconomic characteristics in elderly people. It is hoped that the results of this study provide an essential data for developing the policy of the elderly's digital divide and welfare.

• Journal of Korean society of Dental Hygiene
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• v.10 no.2
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• pp.413-423
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• 2010

Objectives : The purpose of this study was to examine the general characteristics, oral health knowledge and oral health behavior of elderly people and the relationship of their oral health knowledge to practice of the knowledge in an attempt to provide information on the development of the senior oral health care system. Methods : The subjects in this study were 324 elderly people who used five different social welfare centers in the regions of Sooncheon and Yeosoo. Results : 1. The oral health knowledge of the elderly people investigated was at a low level. Among different sorts of oral health knowledge, they had the best knowledge on the cause of dental caries, and they were most ignorant about the right time for regular dental checkup. 2. Regarding connections between general characteristics and oral health knowledge, the elderly people who never went to a dentist had a better knowledge on oral health, and those who cared about oral health had a better knowledge than the others who didn't. 3. As to practice of oral health knowledge, the best oral health behavior they did was to clean the tongue during toothbrushing, and oral health behavior was not to have an unbalanced diet. The second best one was to be well-nourished, and the third best one was to refrain from drinking, smoking and eating sugar-containing food. The fourth best one was to get a regular dental check-up and teeth cleaned. 4. There was a positive correlation between oral health knowledge and oral health behavior. A better oral health knowledge led to a better oral health behavior. Conclusions : The better oral health knowledge of the elderly people was followed by a better oral health behavior, and the development and implementation of customized oral health education programs geared toward the elderly are urgently required. Oral health professionals should direct their energy into providing sustainable and systematic oral health education, and institutional measures should be taken to make it happen.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.20 no.1
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• pp.131-143
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• 2019

The purpose of this study is to analyze the research trend of the dementia prevention program in the elderly. Between 2000 and 2018, the Korean Research Information Service (Riss), Google Scholar Search, DBpia, Korea Academy of Science Information (Dissemination Prevention), Dementia Prevention Program, Dementia, The purpose of this study was to investigate the dementia prevention program for the elderly. Based on the analysis criteria and methods of the 404 papers, 36 papers were finally selected. The results of this study are as follows: First, as a result of analysis of the basic structure of the research data and program implementation structure, And, when applied quantitative research method, 25 cases showed a much higher tendency. As a result of analyzing trends of the implementation structure of dementia prevention program for the elderly, 11 were the most in the nursing home (elderly welfare hospital), and the proportion of elderly women was higher than that of male elderly. 65 years of age or older. Second, as a result of analyzing the type of intervention program for dementia prevention program, Third, the Korean version of the MMSE-K tool, which measures cognitive function, is the most frequently used dementia prevention program measurement tool and the result of analysis of effectiveness, Significant improvement in cognitive function. The results of this study suggest that the prevention of dementia for the elderly should be avoided from a fragmentary program and improve the cognitive function, mental behavior and lifestyle of the elderly, improve the healthy aging and quality of life, Suggesting that a program is required.

• Journal of the Korea Society of Computer and Information
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• v.23 no.2
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• pp.99-107
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• 2018

This study started from the public interest purpose to help accessibility for the information acquisition of the vulnerable groups due to visual difficulties such as the elderly and the visually impaired. In this study, the server resources are minimized and implemented in most of the user smart phones. In addition, we implement a method to gather necessary information by collecting only pattern information by utilizing crawl & clipping without having to visit the site of the information of the various sites having the data necessary for the user, and to have it in the server. Especially, we applied the TTS(Text-To-Speech) service composed of smart phone apps and tried to develop a unified customized information collection service based on voice-based information collection method.