• Journal of the Korean Society for information Management
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• v.28 no.3
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• pp.31-46
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• 2011

Information literacy of the individuals affects their competitive capability significantly by providing problem solving skills in the short run, and by enabling life-long learning in the long run. This study examines if information literacy capacity has any relationship with individuals' achievement level through the experiment with college student subject group. As evidences for individual achievement level, we adopted GPA's(grade point average) of students. As a result, it was confirmed that information literacy and academic achievements has positive relationship. Additionally, it has been found that this relationship has a tendency of sustaining for a significant period. These experiment results would serve as a rationale for providing information literacy courses in the academic curriculum.

• The Journal of the Korea Contents Association
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• v.8 no.12
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• pp.109-117
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• 2008

This research analyzed which average comparisons and differences between groups' view motive and selection for information sources, product properties with theater animation spectator. Based on view frequency, each of groups' organization were classified to heavy, occasional, and thinly viewers. As average comparison analysis result, firstly, view motive appeared in order to "want to see animation", "to spend time and leisure activity", "to enjoy fun activity", and "because of others canvassing or recommendation", etc. Secondly, view selection for information source appeared in order to "rumor circumstance or reputation", "theater or TV previews", "internet evaluation and grade", etc. At last, view selection for practical property appeared in order to "story", "character", "special effects", "background music", "background art", "director/directing", "manufacturer/nation", and "dubbing of artist". As difference between group result, view motive and selection for product properties appeared significant differences between each of group. To the contrary, view selection for information sources did not appeared significant differences between each of group.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.13 no.10
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• pp.4762-4767
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• 2012

The AF track circuit that detecting train position and transmitting various train control data for DTG to the train on-board is composed of single operation system. If a failure occurs on this system, the driver should be operate the train by manually until the system is restored, because the system cannot control switch machines and signals by automatically. In this process the human error affects to the train delay, collision, derailment and critical safety accident. Therefore, this document has analyzed the effects that each failure mode influences on system and train, and quantified the failure valuation point and class. Basis on this quantified analysis result, MTBF increased and MTTR decreased and failure number also decreased by adopting the independent installation of power supply, the replacement of defected capacitors, the installation of resister cooling system and the improvement of maintenance methods. And the failure factors of AF track circuits were decreased by conducting the preventive maintenance which is a quantitative way of maintenance system by experience.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.6
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• pp.510-520
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• 2016

The purpose of this study was to understand death perception, spiritual well-being, and terminal care stress in geriatric hospital nurses and analyze related factors affecting terminal care stress. The participants were 181 nurses working in six geriatric hospitals located in Seoul and Gyonggi Province, Korea. Data were gathered from July 16 to August 1, 2015. The data were analyzed using ANOVA, t-test, Duncan test, and logistic regression. Death perception of geriatric hospital nurses had an average score of 4.30, spiritual well-being 3.40, and terminal care stress 3.84. Terminal care stress in relation to general characteristics showed a meaningful difference in religion and total clinical career. The terminal care stress level was divided into two groups using average score as a standard, and the results revealed that spiritual well-being had a significant impact on terminal care stress of geriatric hospital nurses. These factors need to be considered when developing an educational program to reduce terminal care stress of nurses working in a geriatric hospital.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.11
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• pp.104-113
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• 2016

This study was conducted to describe the relationship and influencing factors among college life adaptation, academic self-efficacy, and department satisfaction of freshman nursing students. There were 345 345 nursing freshman between November 30 and December 4 who participated in this study. The mean score of the college life adaptation, academic self-efficacy, and department satisfaction was $2.91({\pm}0.52)$, $2.79({\pm}0.60)$, and $3.55({\pm}0.47)$. The college life adaptation related with male group (p=.004), entering motivation (p=.027), friendship satisfaction (p<.001), first semester grade (p=.005), and academic self-efficacy related with male group (p=.040), entering motivation (p=.047), desired work (p=.015), friendship satisfaction (p=.014), first semester grade(p<.001), and department satisfaction related with entering motivation (p=.004), friendship satisfaction (p<.001), and first semester grade (p=.002) all showed statistical significance. There was a significant positive correlation among college life adaptation, academic self-efficacy (r=.223, p<.001), and department satisfaction (r=.342, p<.001). A significant and positive correlation was found between academic self-efficacy and department satisfaction (r=.218, p<.001). Department satisfaction was largely influenced by the college life adaptation. The regression model explained 23.1% of college life adaptation. In conclusion, this study showed that college life adaptation of freshman nursing students was correlated with academic self-efficacy and department satisfaction. Moreover, to increase the college adaptation of nursing freshman, it is necessary to develop educational programs to improve academic self-efficacy and department satisfaction.

• Journal of Hospice and Palliative Care
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• v.13 no.2
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• pp.89-97
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• 2010

Purpose: This study investigated the relationship between the needs for hospice care and quality of life in cancer patients. Methods: Data were collected from 127 cancer patients hospitalized at a university hospital in Chonbuk between October, 2006 to March, 2007. Two instruments were used: cancer patients' need for hospice care, developed by Kang and Kim and quality of life developed by Tae et al. Results: The mean scores were 3.11 out of 4 for hospice care needs, and 5.25 out of 10 for quality of life. The correlation between needs for hospice care and quality of life was moderate and negative (r=-0.395, P<0.01). Among the four groups of needs, physical need was the most strongly correlated with quality of lifer (r=-0.388, P<0.01). The need for hospice care was significantly different according to participants' religion (t=6.02, P<0.05), and duration of disease (F=3.45, P< 0.05). Quality of life was significantly different according to participants' monthly income (F=3.38, P<0.05). cancer stage (F=8.10, P<0.01) and chemotherapy (t=6.09, P=0.015). Conclusion: The results suggested that the cancer patients' hospice care needs should be answered in order to improve their quality of life. While doing so, participants' characteristic need should also be considered.

• Journal of the Korean Society of Marine Environment & Safety
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• v.27 no.7
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• pp.1038-1043
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• 2021

Guaranteed seafarer wage payment is essential to ensure a stable supply of seafarers. However, disputes over non-payment of wages to seafarers often occur. In this study, an automatic wage payment system was designed using a blockchain-based smart contract to resolve the problem of seafarers' wage arrears. The designed system consists of an information register, a matching processing unit, a review rating management unit, and wage remittance before deploying smart contracts. The matching process was designed to send an automatic notification to seafarers and shipowners if the sum of the weight of the four variables, namely wages, ship type/fishery, position, and license, exceeded a pre-defined threshold. In addition, a review rating management system, based on a combination of mean and median, was presented to serve as a medium to mutually fulfill the normal working conditions. The smart contract automatically fulfills the labor contract between the parties without an intermediary. This system will naturally resolve problems such as fraudulent advance payment to seafarers, embezzlement by unregistered employment agencies, overdue wages, and forgery of seafarers' books. If this system design is commercialized and institutionally activated, it is expected that stable wages will be guaranteed to seafarers, and in turn, the difficulties in human resources supply will be solved. We plan to test it in a local environment for further developing this system.

• Journal of agricultural medicine and community health
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• v.26 no.1
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• pp.81-103
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• 2001

This study was conducted to identify the health behavior of middle-aged rural women and the factors that have an effect on them. For the purpose of the study, examinations were made from March 01, 2000 to March 31, 2000 with 468 women aged 40 to 64 out of 2,263 people whom four Primary Health Posts located in Yechon County, Kyongsangbuk-do Province, are in charge of. The results are summarized as follows. 17.5% of the subjects responded that the extent of their own interest in health were high. For the subjects having a chronic disease, a nuclear family, or an open family atmosphere, the extent appeared to be relatively higher, 15.4% responded that the extent of family's interest in their health was high. It was significantly high if the extent of education was high or if the family atmosphere was open. The subjects' average score of self-efficacy was 49.9 out of 68. The score significantly varied depending on religion, education, living together with a spouse or not, and the extent of the subjects' interest in health. The family pattern, family atmosphere, family's interest in the subjects' health were the variables that significantly influenced the self-efficacy. The average score of family function was 5.51 out of 10. The score significantly varies depending on age, education, occupation, financial status, the extent of the subjects' own interest in health, family atmosphere and family's interest in the subjects' health. In the practice of health behavior, the nonsmoking rate was 89.5%, the nondrinking rate 63.0%, the rate of exercising practice 6.6%, the rate of normal sleeping 75.6%, the rate of eating breakfast 91.7%, the rate of not eating between meals 18.2%, and the standard BMI 69.2%. In the frequency of health behavior, the subjects with the Breslow Index of 0-3, 4-5 and 6-7 accounted for 4.5%, 53.2%, and 42.3%, respectively. The average score of health behavior was 5.20 out of 7, in which significant variables were living together with a spouse or not, financial status, absence or presence of a chronic disease, and family atmosphere. In the multiple regression analysis with health behavior as a dependent variable, it was shown that living together with a spouse or not, financial status, and family atmosphere were the significantly substantial variables. The subjects were found to do health behavior well if they had not a spouse, a good financial status, or an open family atmosphere. They were also found to do health behavior well if the extent of self-efficacy was high or if the extent of family function was low, but these were not the significant variables. It is needed to develop a standard measuring tool fit for our environment and perform more studies in the future because the measuring tool used in this study was a tool developed in a foreign county. In promoting community health projects, it is required not to provide all community people with a uniform health program but to identify the health behavior of individuals and other variables such as living together with a spouse or not, financial status and family atmosphere before arranging for a proper health program.

• Journal of Intelligence and Information Systems
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• v.29 no.1
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• pp.249-263
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• 2023

Collaborative Filtering, a representative recommendation system methodology, consists of two approaches: neighbor methods and latent factor models. Among these, the latent factor model using matrix factorization decomposes the user-item interaction matrix into two lower-dimensional rectangular matrices, predicting the item's rating through the product of these matrices. Due to the factor vectors inferred from rating patterns capturing user and item characteristics, this method is superior in scalability, accuracy, and flexibility compared to neighbor-based methods. However, it has a fundamental drawback: the need to reflect the diversity of preferences of different individuals for items with no ratings. This limitation leads to repetitive and inaccurate recommendations. The Adaptive Deep Latent Factor Model (ADLFM) was developed to address this issue. This model adaptively learns the preferences for each item by using the item description, which provides a detailed summary and explanation of the item. ADLFM takes in item description as input, calculates latent vectors of the user and item, and presents a method that can reflect personal diversity using an attention score. However, due to the requirement of a dataset that includes item descriptions, the domain that can apply ADLFM is limited, resulting in generalization limitations. This study proposes a Generalized Adaptive Deep Latent Factor Recommendation Model, G-ADLFRM, to improve the limitations of ADLFM. Firstly, we use item ID, commonly used in recommendation systems, as input instead of the item description. Additionally, we apply improved deep learning model structures such as Self-Attention, Multi-head Attention, and Multi-Conv1D. We conducted experiments on various datasets with input and model structure changes. The results showed that when only the input was changed, MAE increased slightly compared to ADLFM due to accompanying information loss, resulting in decreased recommendation performance. However, the average learning speed per epoch significantly improved as the amount of information to be processed decreased. When both the input and the model structure were changed, the best-performing Multi-Conv1d structure showed similar performance to ADLFM, sufficiently counteracting the information loss caused by the input change. We conclude that G-ADLFRM is a new, lightweight, and generalizable model that maintains the performance of the existing ADLFM while enabling fast learning and inference.

• Journal of Hospice and Palliative Care
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• v.8 no.1
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• pp.1-7
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• 2005

Purpose: The purpose of this study was to identify the quality of sleep in hospitalized patients with lung cancer. Methods: The data were collected from January to April 2001. Study subjects were 50 lung cancer patients hospitalized at K University and G hospital in Busan, Korea. Quality of sleep was measured using the Quality of Sleep Scale (range $15{\sim}60$) developed by Oh et al (1999). The data were analyzed with the SPSS 10.0 program using frequency and percentage, mean, standard deviation, t-test, ANOV4 and Post-hoc test (Scheffe's test). Results: The results of this study were as follow; 1) The mean quality of sleep score was $35.64{\pm}7.59$ (range: $21{\sim}52$). 2) There was 3 Significant difference in 'ongoing pain' (t=-1.943, P=.046), 'major caregiver' (F=B863, P=.047), 'change of weight' (F=5.906, P=.019), according to general characteristics in the quality of sleep in hospitalized patients with lung cancer. Conclusion: As a results, the level of the quality of sleep in hospitalized patients with lung cancer was moderate. And, the study results indicate that ongoing pain, major caregiver, change of weight impact the quality of sleep of lung cancer patients. Therefore, nurses should consider those factors in providing nursing care for hospitalized patient with lung cancer.