• Asia pacific journal of information systems
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• v.17 no.4
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• pp.31-59
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• 2007

We frequently use search engines to find relevant information in the Web but still end up with too much information. In order to solve this problem of information overload, ranking algorithms have been applied to various domains. As more information will be available in the future, effectively and efficiently ranking search results will become more critical. In this paper, we propose a ranking algorithm for the Semantic Web resources, specifically RDF resources. Traditionally, the importance of a particular Web page is estimated based on the number of key words found in the page, which is subject to manipulation. In contrast, link analysis methods such as Google's PageRank capitalize on the information which is inherent in the link structure of the Web graph. PageRank considers a certain page highly important if it is referred to by many other pages. The degree of the importance also increases if the importance of the referring pages is high. Kleinberg's algorithm is another link-structure based ranking algorithm for Web pages. Unlike PageRank, Kleinberg's algorithm utilizes two kinds of scores: the authority score and the hub score. If a page has a high authority score, it is an authority on a given topic and many pages refer to it. A page with a high hub score links to many authoritative pages. As mentioned above, the link-structure based ranking method has been playing an essential role in World Wide Web(WWW), and nowadays, many people recognize the effectiveness and efficiency of it. On the other hand, as Resource Description Framework(RDF) data model forms the foundation of the Semantic Web, any information in the Semantic Web can be expressed with RDF graph, making the ranking algorithm for RDF knowledge bases greatly important. The RDF graph consists of nodes and directional links similar to the Web graph. As a result, the link-structure based ranking method seems to be highly applicable to ranking the Semantic Web resources. However, the information space of the Semantic Web is more complex than that of WWW. For instance, WWW can be considered as one huge class, i.e., a collection of Web pages, which has only a recursive property, i.e., a 'refers to' property corresponding to the hyperlinks. However, the Semantic Web encompasses various kinds of classes and properties, and consequently, ranking methods used in WWW should be modified to reflect the complexity of the information space in the Semantic Web. Previous research addressed the ranking problem of query results retrieved from RDF knowledge bases. Mukherjea and Bamba modified Kleinberg's algorithm in order to apply their algorithm to rank the Semantic Web resources. They defined the objectivity score and the subjectivity score of a resource, which correspond to the authority score and the hub score of Kleinberg's, respectively. They concentrated on the diversity of properties and introduced property weights to control the influence of a resource on another resource depending on the characteristic of the property linking the two resources. A node with a high objectivity score becomes the object of many RDF triples, and a node with a high subjectivity score becomes the subject of many RDF triples. They developed several kinds of Semantic Web systems in order to validate their technique and showed some experimental results verifying the applicability of their method to the Semantic Web. Despite their efforts, however, there remained some limitations which they reported in their paper. First, their algorithm is useful only when a Semantic Web system represents most of the knowledge pertaining to a certain domain. In other words, the ratio of links to nodes should be high, or overall resources should be described in detail, to a certain degree for their algorithm to properly work. Second, a Tightly-Knit Community(TKC) effect, the phenomenon that pages which are less important but yet densely connected have higher scores than the ones that are more important but sparsely connected, remains as problematic. Third, a resource may have a high score, not because it is actually important, but simply because it is very common and as a consequence it has many links pointing to it. In this paper, we examine such ranking problems from a novel perspective and propose a new algorithm which can solve the problems under the previous studies. Our proposed method is based on a class-oriented approach. In contrast to the predicate-oriented approach entertained by the previous research, a user, under our approach, determines the weights of a property by comparing its relative significance to the other properties when evaluating the importance of resources in a specific class. This approach stems from the idea that most queries are supposed to find resources belonging to the same class in the Semantic Web, which consists of many heterogeneous classes in RDF Schema. This approach closely reflects the way that people, in the real world, evaluate something, and will turn out to be superior to the predicate-oriented approach for the Semantic Web. Our proposed algorithm can resolve the TKC(Tightly Knit Community) effect, and further can shed lights on other limitations posed by the previous research. In addition, we propose two ways to incorporate data-type properties which have not been employed even in the case when they have some significance on the resource importance. We designed an experiment to show the effectiveness of our proposed algorithm and the validity of ranking results, which was not tried ever in previous research. We also conducted a comprehensive mathematical analysis, which was overlooked in previous research. The mathematical analysis enabled us to simplify the calculation procedure. Finally, we summarize our experimental results and discuss further research issues.

• Korean Journal of Construction Engineering and Management
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• v.24 no.5
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• pp.44-51
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• 2023

Selecting appropriate bidding system in construction projects considering the characteristic of project can be a make-or-break element, so the understanding for bidding system of public construction projects is ever more important from the perspective of both the owner and the contractor. The design-build bidding is commonly referred to as turnkey in Korea, and is a bidding method that is often applied to large public construction projects because it allows new technologies to be applied to the design and facilitates risk management for the owner. In this bidding method, there are only two factors (design score and price score) that affect the selection of the winning bidder, so it is important to understand the influence of each factor, but there is little research on the subject. This study aims to provide a basis for establishing bidding strategies for understanding the influence between design score and price score by analyzing various design-build bidding data of public construction projects. The results of the study show that design score is the factor that has more influence on the ranking of bidders in all three weighted evaluation methods: design-emphasized, price-emphasized, and equalized evaluation. In addition, we found that the correlation between design and price scores was not significant due to the unique bid evaluation structure in Korea.

• Journal of Korean Public Health Nursing
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• v.14 no.1
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• pp.41-60
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• 2000

This study was designed and undertaken to identify the related factors of family caregivers' depression & quality of life with stroke elderly patient. The data was collected from August 16th to September 5th. 1999. The subjects in this study were 70 caregivers and 70 patients with stroke who were hospitalized in 2 oriental medicine hospitals and 3 hospitals located in Junla-buk do. The data was analized using percentage. means. t-test. ANOVA and pearson's correlation coefficients, step-wise multiple regression done with the SAS program. The results of this study are as follows; 1. The score for family caregivers' depression was 45.2 when total score was 80. The family caregivers who got more than 50 scores belongs to highly depression group amount to $29\%$. 2. The score for family caregivers' quality of life was 37.04 when total score was 56. 3. In the significant relationship between family caregivers' depression and general characteristics of the family caregivers ; age. sex, income. In the significant relationship between family caregivers' quality of life and general characteristics of family caregivers: age, education, income. In the significant relationship between family caregivers' depression and quality of life and general characteristics of stroke elderly patient ; sex. 4. The depression degree showed significant differences in the variables of family caregiver's physical health(r=-0.307, p=0.011), stress(r=0.463. p=0.011). social support (r=-0.241. p=0.046) and elderly stroke patient's ADL(r=-0.313, p=0.009). The quality of life degree showed significant differences in the variables of family caregivers' depression(r=-0.564, p=0.001), stress(r=-0.322, p=0.008), social support (r=0.353. p=0.003). 5. The most important variable affecting family caregiver's depression was caregivers' physical symptom which accounted for $32.0\%$ of the total variance in which multiple regression analysis. Total variance affecting the family caregivers' depression was $49\%$. The most important variable affecting family caregivers' quality of life was caregivers' depression which accounted for $48\%$ of the total variance in which multiple regression analysis. Total variance affecting the family caregivers' quality of life was $61\%$.

• Korean Journal of Occupational Health Nursing
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• v.12 no.2
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• pp.123-133
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• 2003

A survey was done to figure out the HPLP(health promotion lifestyle profile) of the teachers of health-related disciplines and not-health-related disciplines. 205 teachers in middle and high school were surveyed from 4th February to 2nd April 2003. The results of this study were as follows; 1. The HPLP score of the teachers of health-related disciplines (mean $2.73{\pm}0.44$) was higher than that of the teachers of not-health-related disciplines (mean $2.48{\pm}0.40$). Sub category's mean of the teachers of health-related disciplines was self-realization 2.99, interpersonal-relationship 2.92, health responsibility 2.65, nutrition 2.64, stress management 2.52, exercise 2.27 and that of the teachers of not-health-related disciplines was self-realization 2.84, interpersonal-relationship 2.70, health responsibility 2.24, nutrition 2.39, stress management 2.23, exercise 1.98. 2. When HPLP score were examined according to demographic characteristics, health status and self-efficacy, the results showed that of the teachers of health-related disciplines was higher than that of the teachers of not-health-related disciplines. 3. Gender, degree of grief and depression, and self-efficacy have statistically significant effect on the HPLP score of the teachers of health-related disciplines, and subjective health status, concern about health, degree of stress, and self-efficacy were significant on that of the teachers of not-health-related disciplines. This results were indicated the teachers of health-related disciplines show better role model in health than the teachers of not-health-related disciplines. As self-efficacy is the most important factor on the HPLP score, it is very important to introduce programs to raise self-efficacy of teachers in middle and high school.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.5
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• pp.452-458
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• 2016

This is a descriptive study on visiting caregivers' perception of restraint use. Data were collected from 113 caregivers working at long-term facilities using a structured questionnaire from Feb to March 2016. The caregivers' perception of restraint use was the medium score. The items they considered the most important reasons for the restraints was "Protecting an older person from falling out of bed", which was primarily intended to prevent accidents of the elderly. The score of the knowledge of restraint use was 11.23 points out of 18 and those affected were more than 50 years of age. The attitude score to the use restraints was 9.19, and caregivers thought it should be possible to refrain from using restraints. Work experience of 3 years or less were higher. The perception of using restraints is affected by the knowledge and attitudes of restraint use. This is very important for the elderly in long-term care facilities and is related to health and human rights. Therefore, it is important to provide continuous education related to the use of restraints and regulations on their management.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.3
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• pp.109-116
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• 2016

This study presents a unique way to improve consumer-oriented service for assistive orthosis products. Satisfaction and important factors were analyzed based on responses from disabled people who have used the orthoses. We surveyed 185 disabled people with QUEST (Quebec User Evaluation of Satisfaction with assistive Technology), and we conducted in-depth interviews with 25 individuals. The average satisfaction score was 3.68 (orthoses satisfaction: 3.78; service satisfaction: 3.52). For each item, the highest score was effectiveness, and the lowest one was cost. As important factors for each item, the participants selected cost, comfort, repair, and service. The fee system for orthoses needs rational revision, and a delivery system should be constructed for follow-up services such as repair.

• Journal of Engineering Education Research
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• v.24 no.3
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• pp.70-76
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• 2021

As intellectual property has become an important competitive element in the industry, government-led patent education is rapidly expanding. It is important to look at whether each patent education course is organically linked to each other under a life-long patent education system from elementary school to college. This study focused on the link between high school education and college education to analyze statistically how invention activities in high school affect patent education achievement at college. Statistical analysis of a survey of students taking a basic course of intellectual property revealed no statistically significant correlation between invention experience in high school and college students' patent class total score, contrary to popular perception. These results are believed to be due to the distribution of data on the number of invention contest participations or the number of invention class participations, which does not form a normal distribution and has a relatively large skewness. Rather, the attendance to the patent class showed a relatively distinct positive linear correlation with the patent class total score, indicating that the student's attitude in class was important for the patent education achievement.

• Journal of muscle and joint health
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• v.1 no.1
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• pp.71-87
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• 1994

The purpose of this study was to assess pain, discomfort, depression and coping patterns and the relations between these in chronic arthritis patients. The sampling method was a purposive sampling technique. 1) Who have been diagnosed as having chronic arthritis and. 2) Who were at the out patients clinic of rheumatoid arthritis departments of one University hospital in seoul between september, 11, 1993 to september, 18, 1993. The instruments used for this study were Graphic Rating Scales of pain, discomfort level of the activities of daily living(ADL) developed by Lee, Eun Ok and The Beck Depression inventory. The research used to measure coping patterns was a tool developed by the present study researcher. Analysis of data was done frequency, Pearson correlation coefficients, ANOVA, regression and ANCOVA. The results were summerlized as follows ; 1. Female exceed male patients in number and onset of joint pain were more prevalent in the age groups of the 40s and the 50s. The average duration of suffering from the pain were seven years six mounths. 2. The mean pain score : The mean sensory score was 119mm and the affective score was 109mm. 3. The discomfort level of ADL, the mean score was 2.95 out of a possible score of 5.0 and depression syndrome subjects were 62.2%. 4. The coping responses for each pattern were as follows : 1) "Active coping" mean score was 2.28. 2) "Wishful coping" mean score was 2.89. 3) "Receptive coping" mean score was 3.31. 4) "Negative coping" mean score was 1.82. 5. Significant differences were found in age, religion, marriage status and the coping patterns of patients. 1) In the coping pattern of "receptive coping", the score of the age groups of the 50s were higher than that of 20s, and in the coping pattern of "negative coping", the score of the age groups of the 20s were higher than other age groups. 2) In the coping pattern of "wishful coping", the score of the christian were higher than other religion groups. 3) In the coping pattern of "negative coping", the score of the marrieds were lower than other groups. 6. Patients who scored low on factor 2, wishful coping, were much more likely to report having pain sensory than patioets scoring high on this factor. 7. Patients who scored high on factor 4, negative coping, were significantly more likely to report having pain sensory than patients scoring high on this factor. Consider overall, chronic arthritis patients report using a wide varity of strategies, certain strategies such as receptive, wishful and active coping are used frequently, whereas other strategies such as negative coping are rarely used. One of the most important finding of present study is that the reported use of coping strategies is related to adjustment to a chronic pain problem. The present study suggests that negative coping is related to poor emotional adjustment as assessed by depression, but not pain ratings. Considered overall, this pattern of findings suggests that counseling patients to decreased their use of negative coping may be useful. The present study has a number of limitations. First, the sample is restricted to chronic arthritis patients. Weather chronic pain patients suffering from other types of pain syndromes use similar coping strategies needs to be determined in subsequent research. Second, the tool of coping pattern must be studied further to obtain reliability.

• The Korean Journal of Applied Statistics
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• v.21 no.2
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• pp.211-219
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• 2008

Customer Loyalty is very important for a company to be survived and to make profit for a long time. Especially, since the credit card company has to manage proper card members and merchants, the CRM(Customer Relationship Management) is much emphasized. A loyalty score is more essential to credit card companies which provide differential financial services based on card members and merchants than any other companies. In this paper, we discuss behavioral measures to define customer loyalty and suggest a method to make loyalty score with an example of a credit card company. The loyalty score developed is considered easy to understand and simple to apply in card industry. In the development of loyalty score, first, we define the loyal customers and non-loyal customers by measuring variables indicating loyalty. And we perform individual logistic regression by each exploratory measuring variable and obtain the weight of measure variables using Chi-square statistics which is used for model fitness. The loyalty score suggested shows very stable results in terms of PSI (Population Stability Index) as time goes.

• Journal of Korean Academy of Nursing
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• v.16 no.3
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• pp.22-30
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• 1986

The objective of the study was to determine the degree of social support and the quality of life of the 200 colostomy patients who are members of the Korea Ostomy Association. Data was collected by means of a questionnaire which was distributed Foully six Percent of the 200 colostomy patients returned the questionnaire during the period from Mar. 3-Mar. 31. 1986. The results of the study were as follows: 1. The score of the social support was 93.4598 (S.D-20.1787) and the highest score for respect Iron other people was 102.00. 2. The mean score of the quality of life was 3.11 (S.D. 0.58) The highest score for Pull attention received from the family was 3. 85 and the lowest score for insufficient sexual activity was 2.34. 3. The correlation between social support and the quality of life was (r=.1787, p<.05) when the quality of life score was high the social support score was also high. 4. The variables that were found to have a significant correlation to the social support were a9e (r=.2039, p<.05) and number of people who could help them (r=.2847 p<.01) 5. The variables that were found to have a significant correlation to the quality of life were the level of the living standard (F=4.534, p< .05) and the individuals perception of their health. status(F=18.943, p<.001) =Recommendations= The results of this study show that there is a significant correlation between the social support of the individual and the quality of life. It is important for nurses to support self-help groups of colostomy patients as this will contribute highly to the betterment of the quality of the life of patients who have colostomies.