• Journal of KIISE
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• v.41 no.9
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• pp.666-673
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• 2014

This paper proposes a scalable face recognition method for unconstrained face databases, and shows a simple experimental result. Existing face recognition research usually has focused on improving the recognition rate in a constrained environment where illumination, face alignment, facial expression, and background is controlled. Therefore, it cannot be applied in unconstrained face databases. The proposed system is face feature extraction algorithm for unconstrained face recognition. First of all, we extract the area that represent the important features(landmarks) in the face, like the eyes, nose, and mouth. Each landmark is represented by a high-dimensional LBP(Local Binary Pattern) histogram feature vector. The multi-scale LBP histogram vector corresponding to a single landmark, becomes a low-dimensional face feature vector through the feature reduction process, PCA(Principal Component Analysis) and LDA(Linear Discriminant Analysis). We use the Rank acquisition method and Precision at k(p@k) performance verification method for verifying the face recognition performance of the low-dimensional face feature by the proposed algorithm. To generate the experimental results of face recognition we used the FERET, LFW and PubFig83 database. The face recognition system using the proposed algorithm showed a better classification performance over the existing methods.

• Journal of KIISE:Software and Applications
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• v.37 no.4
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• pp.282-296
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• 2010

OWL is an ontology language for the Semantic Web, and suited to modelling the knowledge of a specific domain in the real-world. Ontology also can infer new implicit knowledge from the explicit knowledge. However, the modeled knowledge cannot be complete as the whole of the common-sense of the human cannot be represented totally. Ontology do not concern handling nonmonotonic reasoning to detect incomplete modeling such as the integrity constraints and exceptions. A default rule can handle the exception about a specific class in ontology. Integrity constraint can be clear that restrictions on class define which and how many relationships the instances of that class must hold. In this paper, we propose a practical reasoning system for open and closed-world reasoning that supports a novel hybrid integration of ontology based on open world assumption (OWA) and non-monotonic rule based on closed-world assumption (CWA). The system utilizes a method to solve the problem which occurs when dealing with the incomplete knowledge under the OWA. The method uses the answer set programming (ASP) to find a solution. ASP is a logic-program, which can be seen as the computational embodiment of non-monotonic reasoning, and enables a query based on CWA to knowledge base (KB) of description logic. Our system not only finds practical cases from examples by the Protege, which require non-monotonic reasoning, but also estimates novel reasoning results for the cases based on KB which realizes a transparent integration of rules and ontologies supported by some well-known projects.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.8
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• pp.241-247
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• 2020

This study was a descriptive research that attempted to provide the basis for improving cultural competence by identifying the effect of multicultural awareness and cultural empathy on the cultural competence of nursing students. The subjects were nursing students from grades 1 to 4 who were enrolled in two nursing colleges in Gwangju and Chonnam. The data were collected from September to December 2018. The 201 data collected were analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and multiple regression analysis with SPSS 25.0 for windows. Multicultural awareness(r=.451, p<.01) and cultural empathy(r=.582, p<.01) had high positive correlations with cultural competence. The factors that affected the cultural competence were cultural empathy(β=.422, p<.001) and multicultural awareness(β=.222, p<.001) order. The explanatory power of these factors was 40.5%. These findings suggest that in order to promote the cultural competence of nursing students, strategies to promote multicultural awareness and cultural empathy should be developed, and these strategies should focus more on cultural empathy than on multicultural awareness.

• The Journal of the Korea Contents Association
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• v.16 no.5
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• pp.351-360
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• 2016

Purpose: The purpose of this study was to identify the nursing needs of elderly patients who got a surgical operation under regional anesthesia(spinal, epidural, nerve block). Methods: The participants were 126 elderly patients who completed a questionnaire. The data were collected October 1 and October 31, 2012, and analyzed using descriptive statistics, t-test and ANOVA, $Scheff{\acute{e}}$ test. Results: The mean score for the nursing needs of elderly patients administered regional anesthesia during surgery was $3.08{\pm}0.38$, The scores for specific nursing needs were as follows: educational needs ($3.47{\pm}0.50$), spiritual needs ($3.37{\pm}0.78$), physical needs ($3.31{\pm}0.46$), emotional needs ($2.72{\pm}0.50$), and environmental needs ($2.51{\pm}0.47$). There were significant differences in nursing needs relative to gender, religion, and spouse status. Additionally, there were significant differences in nursing needs according to surgery department, the length of time the surgery, and the ASA(American Society of Anesthesiologists) physical classification. of the operation-related characteristics. Conclusion: When caring for elderly patients during the surgery, nurses must provide adequate information about the surgery and anesthesia. Further studies are needed to develop and evaluate nursing interventions to provide quality surgical care for the elderly patients.

• The Journal of the Korea Contents Association
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• v.16 no.5
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• pp.612-622
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• 2016

The purpose of this study was to identify the relationship between problem solving ability, critical thinking disposition, creativity and nursing process competence of nursing students. The participants in the study were 246 nursing students enrolled in 2nd year of a BSN program in S city, Korea. Data were collected from June 10 to June 20, 2015 using a structured questionnaire. Relationship between general characteristics and solving ability, critical thinking disposition, creativity and nursing process competence was analyzed by t-test, ANOVA and Kruskal-wallis. Correlation among problem solving ability, critical thinking disposition, creativity and nursing process competence was analyzed by pearson correlation coefficient. There was a statistically significant difference in problem solving with the reason for application, major satisfaction. There was a significant positive correlation between problem solving ability, critical thinking disposition, creativity and self efficacy. Nursing process competence was't a significant between problem solving ability, critical thinking disposition, creativity and self efficacy. These findings show that there is a need to develop strategies to improve self efficacy and nursing process competence for student nurses.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.7
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• pp.597-606
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• 2016

This is descriptive research to understand the constipation rate of elementary school students due to their differences in cognition of their eating habits, hours of exercise/physical activity, stress, and school restroom environment in accordance with the matter of constipation, as well as the factors related to the constipation rate. A total of 741 students (grade3-6) from six elementary schools in Jeollanam-do were targeted; the survey was conducted from April 30th to May 12th, 2014. The frequency, percentage, ${\chi}^2$ test, independent t-test, and bivariate logistic regression analysis were conducted. The constipation rate was 23.9%, and there were factors related to the constipation rate, such as restroom preference, matter of defecation during breaks, number of meals per day, number of breakfasts skipped, size of the meal, hours of institute class, hours of internet use, stress, and cognition of school restroom environment. In particular, students with 'high' stress had a 5.44 times higher rate of constipation than students with 'low' stress. As subjective symptoms are limited in diagnosing constipation, a detailed medical examination and physical checkup should be included in the process of understanding the constipation rate, as well as in education and management to prevent elementary school students from having constipation.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.7
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• pp.564-572
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• 2016

This study investigated the factors affecting the safety care activities of 227 nurses in 7 small and medium-sized hospitals in G-city. Data were collected from May 16th to 23rd, 2016, and analyzed using descriptive statistics, the t-test, one-way ANOVA, Pearson's correlation, and multiple regression with SPSS 18. The levels of patient safety attitudes, safety control and safety care activities were 4.11, 3.74 and 4.33 out of 5, respectively. In the analysis of the patient safety attitudes, there were significant differences in education level and job satisfaction. In the analysis of safety control, there were significant differences in age, education level, working experience, position, experience of safety education, experience of safety accidents, and job satisfaction. In the analysis of the safety care activities, significant differences were found in the education level, work department, experience of safety education, and job satisfaction. The patient safety attitudes, safety control, and safety care activities were positively correlated (with each other). The major factor affecting the safety care activities was the patient safety attitude, followed by safety control and experience of safety education. These findings emphasize the need for nurses to change their perception of patient safety attitudes and safety control, in order to reinforce their safety care activities. They also suggest that various safety nursing cases and systematic support should be provided for continuous patient safety education.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.7
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• pp.220-227
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• 2016

This descriptive study was conducted to investigate the relationship between clinical practice stress, satisfaction with clinical practice, and clinical performance ability of nursing college students and the nursing profession. Data were collected from 240 students in the nursing college. Clinical performance ability (F=1.888, p=0.048) and the nursing profession (F=1.976, p=0.046) showed statistically significant differences depending on the satisfaction of majors. The nursing professional institution contained more population groups that were dissatisfied than satisfied with the majors. Additionally, clinical practice stress was reported to affect satisfaction by 41% of the respondents. Overall, stressful clinical practice, clinical practice satisfaction and clinical performance were found to significantly affect the degree of satisfaction by nursing students. Accordingly, the level of stress experienced during clinical training also affects the performance of clinical practice, and can therefore lead to mistakes. Thus, there is a need to develop future interventions that could reduce the stress experienced by clinical practice nursing students.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.7
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• pp.112-122
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• 2016

This study is a descriptive study designed to identify the relationships among self-leadership, positive psychological capital, and learning flow, and the mediation effect of positive psychological capital between self-leadership and learning flow. The participants for this study were 218 nursing students following a four-year curriculum in J city and the data was collected from April 1st to April 15th, 2016, and analyzed using descriptive statistics, the t-test, one way ANOVA, Pearson's correlation and multiple regression with the SPSS 22.0 Program. There were significant correlations among self-leadership, positive psychological capital, and learning flow. In the multiple regression analysis, the main factor affecting learning flow was self-leadership, which explained 44.1% of the variance in learning flow. Moreover, of 4 the components of positive psychological capital, self-efficacy and hope had a partial mediating effect between self-leadership and learning flow. Self-leadership, positive psychological capital, and learning flow relationship were positive relevant. To enhance the learning flow ability of the nursing students, it is necessary to develop a training program to increase their self-leadership and positive psychological capital.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.7
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• pp.280-292
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• 2016

This descriptive survey assessed knowledge of intensive care unit (ICU) nurses regarding compliance with infection control for six kinds of multi-drug resistant organisms to assist in development of effective intervention strategies. Participants included 210 nurses working in the ICUs of general hospitals who completed a structured questionnaire. The results showed that the nurses' knowledge level and infection control compliance was 10.54 and 3.39 for MRSA; 11.25 and 3.69 for VRE; and 9.60 and 3.49 for CRGNB, respectively[ED highlight - consider providing additional information to describe what these values indicate.]. Knowledge regarding MRSA infection control differed significantly based on age, clinical experience, and experience as a trainee, while compliance with MRSA infection control differed based on age. Knowledge regarding VRE infection control was significantly different based on academic qualification level, experience as a trainee, and whether guidelines existed, while compliance with VRE infection control differed based on academic qualification level and the presence of an isolation environment. Knowledge regarding CRGNB infection control differed significantly based on academic qualification level and experience as a trainee, while compliance with CRGNB infection control differed based on the presence of an isolation environment. Thus, intervention strategies should include education programs for enhancing ICU nurse' knowledge regarding strategies for creating isolation environments.