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A Study on AI Algorithm that can be used to Arts Exhibition : Focusing on the Development and Evaluation of the Chatbot Model (예술 전시에 활용 가능한 AI 알고리즘 연구 : 챗봇 모델 개발 및 평가를 중심으로)

  • Choi, Hak-Hyeon;Yoon, Mi-Ra
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.4
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    • pp.369-381
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    • 2021
  • Artificial Intelligence(AI) technology can be used in arts exhibitions ranging from planning exhibitions, filed progress, and evaluation. AI has been expanded its scope from planning exhibition and guidance services to tools for creating arts. This paper focuses on chatbots that utilize exhibition and AI technology convergence to provide information and services. To study more specifically, I developed a chatbot for exhibition services using the Naver Clova chatbot tool and information from the National Museum of Modern and Contemporary Art(MMCA), Korea. In this study, information was limited to viewing and exhibition rather than all information of the MMCA, and the chatbot was developed which provides a scenario type to get an answering user want to gain through a button and a text question and answer(Q&A) type to directly input a question. As a result of evaluating the chatbot with six items according to ELIZA's chatbot evaluation scale, a score of 4.2 out of 5 was derived by completing the development of a chatbot to be used to deliver viewing and exhibition information. The future research task is to create a perfect chatbot model that can be used in an actual arts exhibition space by connecting the developed chatbot with continuous scenario answers, resolving text Q&A-type answer failures and errors, and expanding additional services.

Moderating Effect of Education-Hours on the Relationship between Knowledge of Country-of-Origin Labeling and Performance in Hotel Culinary Staff (호텔조리직원들의 음식점 원산지표시에 대한 지식과 수행도 관계와 교육시간 조절효과)

  • Kwon, Ki-Wan;Chong, Yu-Kyeong
    • Culinary science and hospitality research
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    • v.22 no.4
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    • pp.37-50
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    • 2016
  • This study aims to examine the effect that the degree of knowledge about country-of-origin labeling on country-of-origin labeling work performance, which is a culinary staff task. This study is also intended to analyze differences in knowledge depending on hours of origin labeling education, and the moderating effect of education hours in the relationship between knowledge and performance. This study targeted culinary staff members working in ten five-star hotels in Seoul. A total of 205 self-administered questionnaires were distributed from November 14th to 27th, 2014, and 240 questionnaires(98.4%) were used for analysis after the exclusion of 4 with unreliable responses. Based on the data collected, frequency analysis, reliability test, exploratory factor analysis, simple regression analysis, t-test and moderating regression analysis were conducted using SPSS 18.0 program. The study findings are as follows. Culinary staff knowledge of origin labeling had a significantly positive effect on job performance and the degree of knowledge was higher in the group that attended one to two-hour periods of education. This suggests a differences in knowledge depending on the hours of education, which then had a moderating effect on the relationship between knowledge and performance. In conclusion, in order to improve knowledge of country-of-origin labeling and the level of performance, there is a need to increase education hours and enable culinary staff memebers to learn more knowledge and apply it to actual tasks. Based on these results, the limitation of the study and the direction of future research were also discussed.

A Study on the Operating Status of Entrepreneurship Education Center in Korea (국내 창업교육센터 운영현황에 관한 연구)

  • Kim, Yong Tae
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.11 no.1
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    • pp.65-74
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    • 2016
  • Recently our government has presented the realization of 'Creative Economy' as a primary goal of the state administration through encouraging start-ups and ventures. Activation of entrepreneurship education is an important task for a national job creation and entrepreneurship activation policy. Since 2012, as a mid and long term project, the Korea Ministry of Education has led to activate creative entrepreneurship, entrepreneurship education and entrepreneurial culture within university by installing entrepreneurship centers respectively in 61 universities. In this study, we provide future entrepreneurship improvement subject and policy implication through the case analysis of entrepreneurship center operation and management. In order to achieve the research purpose, we will examine the program and condition of successful entrepreneurship centers in overseas universities and explore the factors that can enhance domestic entrepreneurship center development and operational effectiveness by analyzing 61 university-entrepreneurship center survey. First, primary research was conducted through survey focusing on organization and operation of centers, entrepreneurship education, startup support for students and entrepreneurship culture activation to proceed with comparative analysis. Through this case study, we expect to be able to derive policy implications for the effective operation of entrepreneurship center and the nurture of creative entrepreneurial young generation.

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The development of observation and analysis instrument for improvement of invention education activities (발명교육활동 관찰 및 분석 도구 개발)

  • Lim, Yun-Jin;Son, Young-Eun;Lee, Dong-Won;Cho, Han-Jin
    • 대한공업교육학회지
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    • v.43 no.1
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    • pp.114-133
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    • 2018
  • The purpose of this study was to develop an observation and analysis instrument for invention educational activities for monitoring and improving the educational activities of inventions. For this study, a draft of observation and analysis instrument was developed through review of literatures. It was validated through opinion gathering from 10 experts of invention educational expert opinion convergence based on the content validity index (CVI) of Fehring (1987). The results of the study were as follows: First, the frame of observation and analysis of the invention education activity consists of three dimensions of observation object, observation phase and observation contents. Second, the instrument for observing and analyzing invention education activities are composed of analysts, observation subjects, observation class contents, teacher observation and analysis, student observation and analysis, educational environment and task observation and analysis. Third, the developed tools were designed to describe opinions and general opinions about individual observation factors besides the 5 - point Likert scale. Through this, it is expected that educational activities will be improved in addition to qualitative evaluation through monitoring of future invention education activities.

Analysis of Educational Needs for Career Anchor and Career Development of Nursing Students (간호대학생의 커리어앵커와 경력개발을 위한 교육요구 분석)

  • Lee, Ji-An;Park, Su-Hong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.4
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    • pp.293-300
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    • 2018
  • The purpose of this study is to investigate the educational needs for career development according to the job type of nursing college students. In order to achieve the purpose of the study, 146 nursing college students from K and P universities in the Busan and Kyungnam areas were analyzed using a career anchor questionnaire. In addition, 28 nursing college students who showed a higher level of tendency among job types were selected and divided into 4 teams, and a focus group interview was conducted based on the contents of the created map. Its purpose is to investigate the educational needs of nursing college students to enhance their career development. First, the career anchor types of the nursing college students showed the highest score in the areas of lifestyle, security and stability, while the lowest types of career anchor were pure challenge and general managerial competence. Second, the educational needs for career development were categorized into four areas, namely major competence, practical competence, personality competence, and resource management competence. The major competences are nursing expertise and skills. The practical competences consisted of ward task management, communication, crisis coping ability and personality competence and these were divided into cooperation and responsibility recognition. The resource management competence consists of time management ability and stress management ability. The results of this study are meaningful in that they can be used as the basic educational data for the career development of nursing college students in the future. In addition, it is expected that they can be applied to the development of a curriculum for the improvement of nursing practice.

Development of Web-Based Supporting Tool (VESTAP) for Climate Change Vulnerability Assesment in Lower and Municipal-Level Local Governments (기초 및 광역지자체 기후변화 취약성 평가를 위한 웹기반 지원 도구(VESTAP) 개발)

  • OH, Kwan-Young;LEE, Moung-Jin;HAN, Do-Eun
    • Journal of the Korean Association of Geographic Information Studies
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    • v.19 no.1
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    • pp.1-11
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    • 2016
  • Climate change is the issue that attracts the most attention in the field of environment, as well as the most challenging task faced by the human race. There are various ways to resolve this issue. South Korea has established the primary and secondary national climate change adaptation plans at the national level, and is making it compulsory for each local government (lower and municipal-level) to establish climate change adaptation plans. Climate change vulnerability assessment plays an essential role in establishing climate change adaptation action plans. However, vulnerability assessment has a difficulty performing individual assessments since the results are produced through complex calculations of multiple impact factors. Accordingly, this study developed a web-based supporting tool(VESTAP) for climate change vulnerability assesment that can be used by lower and municipal-level local governments. The VESTAP consists of impact DB and vulnerability assessment and display tool. The index DB includes total 455 impacts of future climate data simulated with RCP (Representative Concentration Pathways) 4.5 and 8.5, atmospheric environment data, other humanities and social statistics, and metadata. The display tool has maximized convenience by providing various analytical functions such as spatial distribution, bias and schematization of each vulnerability assessment result. A pilot test of health vulnerability assessment by particulate matters in Sejong Metropolitan Autonomous City was performed using the VESTAP, and Bukang-myeon showed the highest vulnerability. By using the developed tool, each local government is expected to be able to establish climate change adaptation action plans more easily and conveniently based on scientific evidence.

Implementation of Sonar Bearing Accuracy Measurement Equipment with Parallax Error and Time Delay Error Correction (관측위치오차와 시간지연오차를 보정하는 소나방위정확도 측정 장비 구현)

  • Kim, Sung-Duk;Kim, Do-Young;Park, Gyu-Tae;Shin, Kee-Cheol
    • Journal of the Institute of Convergence Signal Processing
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    • v.20 no.4
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    • pp.245-251
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    • 2019
  • Sonar bearing accuracy is the correspondence between the target orientation predicted by sonar and actual target orientation, and is obtained from measurements. However, when measuring sonar bearing accuracy, many errors are included in the results because they are made at sea, where complex and diverse environmental factors are applied. In particular, parallax error caused by the difference between the position of the GPS receiver and the sonar sensor, and the time delay error generated between the speed of underwater sound waves and the speed of electromagnetic waves in the air have a great influence on the accuracy. Correcting these parallax errors and time delay errors without an automated tool is a laborious task. Therefore, in this study, we propose a sonar bearing accuracy measurement equipment with parallax error and time delay error correction. The tests were carried out through simulation data and real data. As a result of the test it was confirmed that the parallax error and time delay error were systematically corrected so that 51.7% for simulation data and more than 18.5% for real data. The proposed method is expected to improve the efficiency and accuracy of sonar system detection performance verification in the future.

Local Government Response Strategies for Discharging Fukushima Radioactive Water: A Case in Busan, Ulsan, Jeju (후쿠시마 원전 오염수 방류에 따른 지자체 대응 전략: 부산, 울산, 제주 사례 위주로)

  • Won-Jo Jung;Ho-seok Nam;Min-seok Jwa;In-Hoe Jung
    • Journal of Navigation and Port Research
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    • v.47 no.3
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    • pp.174-181
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    • 2023
  • Five local governments along the Korea-Japan Sea (Jeju, Jeonnam, Gyeongnam, Busan, Ulsan) operate a joint countermeasure committee regarding the marine discharge of contaminated water from the Fukushima nuclear power plant by Japan's Tokyo Electric Power Plant. This study compared and analyzed citizen surveys, response strategies, and detailed action plans conducted by the Jeju Research Institute, Busan Research Institute, and Ulsan Research Institute as part of a study on countermeasures for the marine discharge of contaminated water from the Fukushima nuclear power plant in Japan. The purpose was to present basic data for the preparation of effective measures. As a result of the perception survey, all citizens of local governments showed a strong negative perception of marine discharge regardless of scientific research results, and it is expected that future fisheries and tourism industries will suffer great damage. In response strategies for each local government, building a control tower was found to be the most urgent task common to all local governments. It is judged that this is because it is necessary to break away from the organization-centered system and to respond to the function-centered system for effective response. In terms of response methods, while Jeju and Busan established response plans for each sector, Ulsan City focused on practical responses with step-by-step response measures according to the release time. In terms of content, the establishment of a marine product radiation inspection system and publicity to relieve public anxiety were important. As the marine discharge of contaminated water from the Fukushima nuclear power plant is scheduled to continue until 2030, strengthening the network for sharing research results and achievements among local government research institutes was deemed necessary.

An Exploratory Study on Work Conflict Experience (직장 내 갈등경험의 과정에 대한 탐색적 연구)

  • Dawon Rhee;Sunhee Lee;Min Han
    • Korean Journal of Culture and Social Issue
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    • v.20 no.3
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    • pp.205-233
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    • 2014
  • This study aims to identify work conflicts in Korean socio-cultural context by applying grounded theory. Survey has been conducted through in-depth interviews with 11 different employees from various occupational categories. Data collected from the survey were then analyzed based on the grounded theory of Strauss and Corbin (1998), thus resulted in a paradigm model consisting of 31 categories, 63 subcategories, and 100 concepts by open coding. Axial coding was then conducted and the results were as follows. The causal condition was the 'character of an opponent'. Contextual conditions which affect the causal condition were 'situational characteristics', 'character of an opponent', 'character of oneself', and their 'mutuality'. 'Negative feeling' was the central phenomena of work conflict and action/interaction strategies were verified to be 'avoidance', 'expression', 'effort toward solving problems' and 'increasing conflict'. Intervening conditions were 'interrelation', 'intervention', and 'group/task characteristics'. The consequences were organized as 'conflict continuance', 'personnel change' and 'positive effect'. Through selective coding, 'managing with the conflict' was derived as core-category and three different types of management were classified. Ultimately, this study shows how employees work in Korea experience the work conflicts and what kinds of socio-cultural factors have influence on the work conflicts, which can supplement previous inadequate empirical research. Also, this study can provide implications and suggestions as a fundamental integrated model for the future empirical research on work conflicts.

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Effect of Interactive Metronome Training on Postural Control and Hand Writing Performance of Children With Attention Deficit Hyperactivity Disorder (ADHD): Single Subject Research (상호작용식 메트로놈(Interactive Metronome) 훈련이 주의력결핍 과잉행동장애 아동의 자세조절과 글씨쓰기 수행에 미치는 영향: 단일사례연구)

  • Park, Min-Kyoung;Kim, Hee
    • The Journal of Korean Academy of Sensory Integration
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    • v.16 no.1
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    • pp.14-24
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    • 2018
  • Objective : The purpose of this study was to identify the effect of Interactive Metronome (IM) training on postural control and hand writing performance of children with Attention Deficit Hyperactivity Disorder (ADHD). Methods : Participant was a third grade elementary school student diagnosed with ADHD. ABA design was used and a total of 30 sessions were held for 3 sessions every week for a total of 10 weeks. In the intervention period, IM training was conducted for 40~50 minutes before intervention for writing, and the writing task was carried out. We evaluated the handwriting legibility and speed. Before baseline A and within a month after A' phase, Clinical Observation of Motor and Postural Skills (COMPS) was evaluated to examine the changes in postural control of the student. Results : After the IM intervention, the postural control of the student improved in the score of slow movement, finger-nose touching, and asymmetrical tonic neck reflex. The handwriting legibility and speed has also tended to increase during the intervention period, but it has not significantly changed. Conclusion : This study could be used as an evidence that the IM training aimed at postural control and handwriting ability could enhance the ability to improve postural control and thereby provide fundamental knowledge for future studies.