• Korea Science and Art Forum
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• v.20
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• pp.279-292
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• 2015

As the aging society is rapidly coming, the needs for the elderly-friendly living environments was also increasing. The purpose of this study was to examine how frequently 25 neighborhood facilities were used by the elderly and what facility they wanted to be arranged within their walking distance. The subject of this study were 158 elderlies who were their ages of more than 65 years and lived in Busan. The data were collected by using an one to one interview method. Findings were as follows; 1) The elderly used very frequently facility for the elderly such as a senior center, walking road, and park and green space. Also, bus stop, traditional market, and resting facilities were used relatively frequently. 2) Some neighborhood facilities were used not frequently, but periodically. 3) Using frequencies of some neighborhood facilities were different by the elderly's characteristics. 4) Among 25 neighborhood facilities, the facilities which the old persons wanted to be arranged within walking distance were medical clinics, facilities for the elderly, subway station, bus stop, traditional market, park and green space, walking road, and food market/convenience store.

• Journal of Industrial Convergence
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• v.21 no.7
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• pp.19-27
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• 2023

As the secondary battery market expands, the process of producing laterite ore using the rotary kiln and electric furnace method is expanding worldwide. As ESG management expands, the management of air pollutants such as nitrogen oxides in exhaust gases is strengthened. The rotary kiln, one of the main facilities of the pyrometallurgy process, is a facility for drying and preliminary reduction of ore, and it generate nitrogen oxides, thus prediction of nitrogen oxide is important. In this study, LSTM for regression prediction and LightGBM for classification prediction were used to predict and then model optimization was performed using AutoML. When applying LSTM, the predicted value after 5 minutes was 0.86, MAE 5.13ppm, and after 40 minutes, the predicted value was 0.38 and MAE 10.84ppm. As a result of applying LightGBM for classification prediction, the test accuracy rose from 0.75 after 5 minutes to 0.61 after 40 minutes, to a level that can be used for actual operation, and as a result of model optimization through AutoML, the accuracy of the prediction after 5 minutes improved from 0.75 to 0.80 and from 0.61 to 0.70. Through this study, nitrogen oxide prediction values can be applied to actual operations to contribute to compliance with air pollutant emission regulations and ESG management.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.10a
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• pp.514-517
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• 2021

The purpose of this study is to discover the occupational identity by examining the narrative of the life of a vocational training teacher with self-esteem in programming fields. The following six types of occupational identity were found: 'a positive image of a vocational training teacher(fits oneself)', 'I feel proud of myself while doing vocational training activities.', 'a teacher who continues to develop him/herself as an expert in the subject class', 'a teacher who immerses him/herself as an expert on student change and growth', 'a teacher engaged in leading activities to create opportunities for vocational training', and 'a teacher of continuous pursuit'. This study has significance in exploring the structure of occupational identity recognition and experience of its formation of a self-esteemed vocational training teacher in programming fields, which have not been studied.

• The Journal of the Convergence on Culture Technology
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• v.9 no.4
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• pp.431-436
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• 2023

The film Aftersun(2022) is Scottish director Charlotte Wells' feature debut and is one of the films that received the most attention in the international art film scene that year. The overall structure of the film is a look back at a certain summer vacation that Sophie, now an adult, went to Turkey with Calum, a 30-year-old 'young dad', whom she lived apart after divorcing her mother when she was 11 years old. In fact, it can be said to be a reconstruction of memory, and Aftersun not only describes the contents remembered, but also reveals the process of reconstructing memories, making the film a process of post-action memory work. In this process, Aftersun proves Lev Manovich's words that cinema is an indexic art. Going back and forth between home video and cinematic diegesis, After Sun unleashes a new imaginary temporality through a two-hour conversation, traces of indexical signs engraved on home video and present times. The film urges involuntary memories in the chaotic time to the present, and makes meaning through traces and signs of intense gestures in the dialogue between media and media, past and present. The We think about the meaning through the time when the story is stopped and the implications of the gestures.

• The Journal of the Convergence on Culture Technology
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• v.9 no.4
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• pp.245-252
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• 2023

The purpose of this study was to investigate the effect of academic engagement, academic self-efficacy of problem solving ability in nursing students. Data were collected from 219 nursing students in B city and analyzed by descriptive statistics, t-test, ANOVA, Pearson correlation coefficient, and multiple regression using SPSS/WIN 22.0. The degree of problem solving ability in nursing students was 4.00±0.51. There were significant differences in problem solving ability with major satisfaction(F=9.476, p<.001), class satisfaction (F=3.079, p<.001). There was positive correlation between problem solving ability and academic engagement (r=.560, p<.001), academic self-efficacy(r=.634, p<.001). There was positive correlation between academic engagement and academic self-efficacy(r=.769, p<.001). The factors affecting problem solving ability of the study subjects were academic engagement(β=.177, p=.031), academic self-efficacy(β=.498, p<.001), with an explanatory power of 41.0%. Therefore to increase aacademic engagement and academic self-efficacy of nursing students, it is necessary to develop the program for improving the problem solving ability of nursing students.

• The Journal of the Convergence on Culture Technology
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• v.9 no.4
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• pp.401-408
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• 2023

The purpose of this study is to design textbook metadata as a basic task for building a textbook database. To this end, reading textbooks were defined as a category of textbooks, and a metadata development methodology was established through previous research. In order to ensure that bibliographically essential elements are not omitted, the catalog description elements of institutions that collect, accumulate, and service textbooks such as the National Library of Korea were investigated. The elements of Dublin Core, MODS, and KEM were mapped to derive elements suitable for describing textbooks. Finally, a set of textbook metadata elements consisting of 14 elements in three categories - bibliography, context, and textbook characteristics were presented by adding publication type, genre, and curriculum period elements. The 14 elements are titles, authors, publications, formats, identification sign, languages, locations, subject names, annotation, genres, table of contents, subjects, curriculum period, and curriculum information. In this study, we contributed to this field by discussing how to organize textbook resources with national knowledge resources, and in future studies, we proposed to evaluate usability by applying metadata elements to actual textbooks and revise and supplement them according to the evaluation results.

• The Journal of the Convergence on Culture Technology
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• v.9 no.3
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• pp.271-279
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• 2023

The purpose of this study was to investigate the effect of learning flow, problem solving ability, professor-student interaction of academic achievement in nursing students. Data were collected from 274 nursing students in B city and analyzed by t-test, ANOVA, Pearson correlation coefficient, and hierarchial multiple regression using SPSS/WIN 22.0. The degree of academic achievement in nursing students was 3.70±0.70. There were significant differences in academic achievement with grade(F=4.755, p=.003), campus life satisfaction(F=5.643, p=.004), major satisfaction(t=5.794, p=.003), adapting to COVID-19(F=7.961, p<.001), satisfaction to non-face-to-face environment class(F=18.353, p<.001). There was positive correlation between academic achievement and learning flow(r=.649, p<.001), problem solving ability(r=.333, p<.001), professor-student interaction(r=.479, p<.001). The factors affecting academic achievement of the study subjects were learning flow(β=.563, p<.001), professor-student interaction(β=.280, p<.001), with an explanatory power of 52.0%. Therefore, strategies increase the academic achievement of nursing students in untact lecture, and environment improvement to increase learning flow and professor-student interaction are needed.

• The Journal of the Convergence on Culture Technology
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• v.9 no.2
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• pp.1-8
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• 2023

This study was a descriptive survey study to confirm the correlation between self-differentiation, Nursing Professionalism, and care efficacy in nursing college students, and to confirm the mediating effect of Nursing Professionalism in the relationship between self-differentiation and care efficacy. The data collection period is from October 30 to November 30, 2022. Data analysis was performed using t-test, Pearson's correlation, and regression methods. Studies have shown that the general characteristics that show significant differences in care efficacy were grade level and major satisfaction. The three variables were statically correlated. In the relationship between self-differentiation and care efficacy, Nursing Professionalism appeared to be a partial mediator (Z=2.196, p<0.05). The partial mediated effect explanatory power was 40%. This study was significant in that it examines the partial mediating effect of Nursing Professionalism in the relationship between self-differentiation and care efficacy for nursing college students, and has prepared the basic data for improving the care efficacy of nursing college students in the future. In the follow-up study, it would be created a program to improve the efficacy of care based on the results of this study and propose an analysis study of its effectiveness. It also proposes a study to expand the number of subjects to identify factors that can affect the efficacy of care.

• The Journal of the Convergence on Culture Technology
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• v.9 no.3
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• pp.487-494
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• 2023

The purpose of this study was to examine the relationship between self-directed learning readiness, stress coping, and academic resilience among freshman nursing students, and investigate the impact of self-directed learning readiness and stress coping on academic resilience. Data were collected from March 15 to March 26, 2022, using 205 questionnaires that were analyzed using SPSS/WIN 25.0. The results showed that the average self-directed learning readiness score of the participants was 2.61, the average stress coping score was 2.14, and the average academic resilience score was 2.36. Academic resilience was found to be positively correlated with self-directed learning readiness (r=.573, p<.001), problem-focused coping (r=.305, p<.001), seeks social support coping (r=.321, p<.001), and hopeful thought coping (r=.344, p<.001). The variables that affected academic resilience were self-directed learning readiness (β=.498, p<.001), seeks social support coping (β=.203, p=.001), and major satisfaction (β=.117, p=0.034), and these variables explained 44.8% of the variance in academic resilience. Therefore, to enhance academic resilience among nursing students, it is necessary to develop programs that improve self-directed learning readiness and promote active stress coping strategies.

• The Journal of the Convergence on Culture Technology
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• v.9 no.3
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• pp.415-423
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• 2023

The purpose of this study was to prepare basic data for improving school library information service by investigating the information usage behavior of specialized high school students. Preferred information sources for each situation requiring information and the level of solving information problems using information sources were investigated, and difference analysis was conducted by department and grade. As a result of the survey, the percentage of students who preferred Internet portal services, personal information sources (teachers, friends, parents), and social media was high, while the percentage of students who preferred traditional print information sources and mass media was very low. The average score of the information problem solving level was 3.55, and the problem solving level in the areas of employment and career/admission was relatively low. Preferred sources of information were similar regardless of grade and department, and the difference between departments in information problem solving level was not statistically significant, but the difference between grades was statistically significant. In addition, there is an academic contribution in this field that specific examples of youth information use behavior have been added. Based on the results of the study, librarians should make efforts to verify the reliability of Internet portal site information, improve and promote library information sources, and expand library use education. In future studies, it was suggested to develop customized information services.