• Title/Summary/Keyword: 정서 예측

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A Fashion Design Recommender Agent System using Collaborative Filtering and Sensibilities related to Textile Design Factors (텍스타일 기반의 협력적 필터링 기술과 디자인 요소에 따른 감성 분석을 이용한 패션 디자인 추천 에이전트 시스템)

  • 정경용;나영주;이정현
    • Journal of KIISE:Computing Practices and Letters
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    • v.10 no.2
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    • pp.174-188
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    • 2004
  • In the life environment changed with not only the quality and the price of the products but also the material abundance, it is the most crucial factor for the strategy of product sales to investigate consumer's sensibility and preference degree. In this perspective, it is necessary to design and merchandise the products in cope with each consumer's sensibility and needs as well as its functional aspects. In this paper, we propose the Fashion Design Recommender Agent System (FDRAS-pro) for textile design applying collaborative filtering personalization technique as one of the methods of material development centered on consumer's sensibility and preference. For a collaborative filtering system based on textile, Representative-Attribute Neighborhood is adopted to determine the number or neighbors that will be used for preferences estimation. Pearson's Correlation Coefficient is used to calculate similarity weights among users. We build a database founded on the sensibility adjectives to develop textile designs by extracting the representative sensibility adjectives from users' sensibility and preferences about textile designs. FDRAS-pro recommends textile designs to a customer who has a similar propensity about textile. To investigate the sensibility and emotion according to the effect of design factors, fertile designs were analyzed in terms of 9 design factors, such as, motif source, motif-background ratio, motif variation, motif interpretation, motif arrangement, motif articulation, hue contrast, value contrast, chroma contrast. Finally, we plan to conduct empirical applications to verify the adequacy and the validity of our system.

Relationship between Pre-Eruptive Buccal Pit Radiolucency and Restoration in Mandibular First Molar (하악 제1대구치 협측 소와의 맹출 전 방사선 투과상과 수복의 연관성)

  • Jung, Seo-Hyun;Song, Ji-Soo;Shin, Teo Jeon;Hyun, Hong-Keun;Kim, Young-Jae;Kim, Jung-Wook;Lee, Sang-Hoon;Jang, Ki-Taeg
    • Journal of the korean academy of Pediatric Dentistry
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    • v.45 no.1
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    • pp.57-64
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    • 2018
  • Pre-eruptive intracoronal resorption (PEIR) is a developmental defect in the crown of a pre-eruptive tooth. The purpose of this study was to investigate the relationship between the size of the pre-eruptive buccal pit radiolucency, which is suspected as PEIR on a panoramic radiography, and the need for restoration after the eruption of a mandibular first molar. The experimental group included 35 mandibular first molars, in which lesions requiring definite restoration were observed during eruption. The control group consisted of 64 sound mandibular first molars after eruption. The sex, age, tooth position, tooth formation stage, size of the pre-eruptive buccal pit radiolucency, and restoration methods in the experimental group and control group were examined. Compared with the control group, the experimental group showed a statistically significant difference in the size of the buccal pit before eruption. The buccal pit size for predicting the need for restoration was further examined by receiver operating characteristic curve analyses, and the area under the curve was $0.813{\pm}0.047$. If radiolucency is observed at the buccal pit of the mandibular first molar before eruption, periodic observations and post-eruption examinations are required.

A Study on Psychological Well-being of Married Female Teachers (기혼 여교사의 심리적 복지수준 연구)

  • Jeong, Hye-Young;Oh, Yoon-Ja
    • Journal of Korean Home Economics Education Association
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    • v.19 no.4
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    • pp.187-199
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    • 2007
  • The purpose of this study is to investigate the psychological well-being of married female teachers working in public elementary schools in Gyeonggi Province and Seoul. Statistical analysis was carried out using SPSS 12.0 including frequencies, one-way ANOVA, Duncan-test. The findings were summarized as follows: First, they scored average 3.23 on a five-point scale of psychological well-being, which meant they were positive about psychological well-being. Second, with the background variables considered, marital status and subjective standard of life resulted in significant differences. Those who answered their subjective standard of life were high scored the highest point on the scale. Third, with the background variables considered, age, subjective standard of life and happiness, family relation and psychlogical health were shown to affect the psychological well-being.

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A exploratory study for Influential factors of smartphone over-dependence in elder and older Group (장·노년층의 스마트폰 과의존 영향요인에 대한 탐색적 연구)

  • Bae, Sung-Man;Koh, Young-Sam
    • Journal of Digital Convergence
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    • v.15 no.7
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    • pp.111-121
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    • 2017
  • Smartphone use has become a part of everyday life, not only for adolescents but also for elderly and older people. Thus, this study explored the effect of demographic variables, the amount of smartphone usage, type of smartphone use and psychosocial variables on smartphone dependence of the elder group. We analyzed the data of 5627 (50s and 60s) of the Internet overdependence survey data of the Korea Information Society Agency in 2016. As a result of hierarchical multiple regression analysis, More frequency of smartphone use of weekday and weekend, and usage time of smartphone of weekday were related to greater smartphone dependence. More smartphone use for information seeking and games were associated with greater smartphone dependence. And, as loneliness and anxiety increased, smartphone dependence increased, while smartphone dependence decreased, as social capital increased. Through this study, it is necessary to understand characteristics related to smartphone dependence of elder and older group, and to use this knowledge to solve their smartphone dependence. Future studies also need to identify the causal relationship between predictors of smartphone dependence in elderly and older people.

Factors Influencing Character of Nursing Students (간호대학생의 인성에 영향을 미치는 요인)

  • Nam, Soung-Mi;Park, Jeong-Sook;Shin, Eun-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.8
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    • pp.56-65
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    • 2019
  • The purpose of this study was to identify factors associated with character of nursing students using ecological theory. A descriptive cross-sectional study was conducted with 296 nursing students. Collected data from self report questionnaires were analyzed using descriptive statistics, t-test, ANOVA and multiple regression with SPSS WIN 21.0. The Results of this study were as follows. A total of 2 models were examined according to individual, microsystem in ecological system theory. In the first model including individual factors, positive emotion, communication ability were significant factors explain character of nursing students. In the second model adding micro system factors family strength and major satisfaction found to be significant factors. The prediction factors of nursing student' character were communication ability (${\beta}=.431$, p<.001), major satisfaction (${\beta}=.310$, p<.001) and family strength (${\beta}=.176$, p<.001). The explanation power was 55.6%. These results showed that factors affecting character of nursing students are communication ability, major satisfaction, and family strength. Therefore, we suggest to develop various character education programs considering these factors.

A Study on the Improvement of Domestic Navigation Safety System: Focused on the Implementation of Korea Augmentation Satellite System (국내 항행안전시스템의 개선에 관한 연구: 한국형 정밀위성항법 보강시스템의 구축을 중심으로)

  • Kim, Yeong-Pil;Hwang, Kyung Tae
    • Journal of Digital Convergence
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    • v.19 no.2
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    • pp.221-230
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    • 2021
  • The study attempts to suggest potential problem and solutions expected in the process of implementing KASS, which is currently under development to improve the domestic navigation safety system, and to summarize improvement effects of domestic navigation safety system anticipated by the implementation of KASS. Challenges expected in the process of implementing KASS exists in four aspects: emotional, technical, cost, safety aspects. When KASS is implemented and operates, various benefits can be realized. Benefits include cost savings by not using navigation safety systems during takeoff and landing; reduction of flight delays and cancellations by removing airway congestion; increase of aircraft accommodation capacity; reduction of carbon emissions; preparation for future aviation demands and improvement of air transportation safety; and reduction of flight accidents. In conclusion, it is expected to enter into an era of more intense competition due to increased aviation demands. In order to survive in this competitive environment, early introduction of KASS is indispensable. Analysis results of this study are expected to provide reference information for academic research in this area. A possible future research topic include a study predicting the changes in the navigation safety systems introduced by KASS and proposing practical and useful ways to respond the changes.

Academic Warning Students' Learning Behavior Type Exploration (학사경고 대학생의 학습행동 유형 탐색)

  • Hyun, Yong-Chan;Hong, Seung-Hee;Park, Jung-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.12
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    • pp.819-825
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    • 2020
  • This study explored the possibility of psychological testing as a way to proactively support underachieving students. Among the four-year college students that participated in our study, 43 students who participated in the academic warning support program for the second semester of 2019 and 30 students who had no academic warning experience used the data from the study personality type test. For data analysis, technical statistics, t-test, and correlation analysis were performed using jambi 1.1.9.0 to obtain the Pearson correlation. Studies have shown that the two classes of students differ in their learning behavior patterns. A student with a bachelor's degree warning scored high in the rest of the class, except for rebelliousness, perfection, mixed thoughts, hard work, satisfaction, single-mindedness and type satisfaction. This can be seen as a factor in the psychological conflict, such as the discrepancy between what one likes and what one studies, and lack of available support. It has been confirmed that psychology, emotional parts and economic support are needed as well as learning skills. In addition, this study is expected to provide basic data for proper preemptive support in schools, such as the prevention of dropouts and counseling programs.

Influencing Factors the Knowledge and Fear of COVID-19 on Job-Seeking Anxiety of Nursing Students (코로나바이러스 감염증-19에 대한 지식과 두려움이 간호대학생의 취업불안에 미치는 영향)

  • Lee, So Young;Yun, Sowon;Park, Jisoo;Lee, Jiyoung;Kim, Nahee;Moon, Seyeon;Kim, Nam Young
    • Journal of the Korean Applied Science and Technology
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    • v.39 no.3
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    • pp.407-416
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    • 2022
  • This study was attempted to determine how knowledge and fear of COVID-19 affects job-seeking anxiety of nursing students in the COVID-19 pandemic situation. The subjects of this study were 157 students from the 1st to 4th graders attending nursing universities. Data collection was collected from December 9, 2021, to February 21, 2022. Data were analyzed with the SPSS/WIN 24.0 program. As a result of this study, the job-seeking anxiety of the subjects was significantly correlated with the fear of COVID-19(r=.386, p<.001). And, influencing factors the job-seeking anxiety of nursing students identified in the order of fear of COVID-19, satisfaction with college. Therefore, it is necessary to develop a program that can reduce the fear of COVID-19 in order to lower the job-seeking anxiety of nursing students.

A Study on Actor's Dramatics Expansion using Practical use of Media in Performing Arts (공연예술에 있어 영상 활용을 통한 배우의 연기술 확장에 관한 연구)

  • Eo, Il-Sun;Han, Jung-Soo;Jin, Won-Sung
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.1
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    • pp.89-98
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    • 2019
  • Performing arts, for instance, theatre and dance that perform on the stage, should recognize the contemporary characters and also emphasize the trend of the times. Thus, the subject of those varies and provides the audience diversity contents and style. People who perform those try to put the contemporary characteristic and sociality into their stage by utilizing new technology for their stage to be more sophisticated in aesthetic and philosophic aspects. According to the trend of the times, science and technology have been making great progress. As a result, the stage technology continues to develop, contributing to enhance the aesthetic and philosophical completeness of the performing arts. Also, there are technical and formal researches or methods constantly that make the performing arts new and diverse. Therefore, it can be said that it is very important to widen a category of the performing arts that amplify the actor's acting and emotions on the stage and then give the audience an experience. This paper will analyze in the way which various image techniques utilize to widen the actor's technique in the performing arts and the actor's technique progresses in the era called the Fourth Industrial Revolution era that grafts the art onto new media. Through this paper, in the era of the Fourth Industrial Revolution, a new paradigm in actor's acting which is becoming a hot topic in performing arts is predicted and anticipated.

The Influence of the Peer Play Interaction of Young Children on Peer Competency and Self-Regulation (유아 또래놀이 상호작용이 또래유능성과 자기조절력에 미치는 영향)

  • Choi, Tae-Sun
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.5
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    • pp.185-193
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    • 2019
  • Young children facilitate their social and emotional development by doing a lot of play activities with their peers. As an empirical survey study, this study is aimed at analyzing how the peer play interaction influences peer competency and self-regulation. To achieve that, a questionnaire survey was conducted with 271 young children aged 5 years who were going to the kindergarten in the G district of Seoul. With the data collected in the survey, frequency analysis, descriptive statistics, reliability test, correlation analysis and regression analysis were conducted by SPSS program. The analysis results are presented as follows: firstly, peer play interaction positively influenced young children's sociability, pro-sociality, and leadership as their peer competency factors; secondly, peer play interaction positively influenced their patience, endurance of waiting, and adaptation as their self-regulation factors. This study drew the conclusion that peer play interaction is a critical variable to predict young children's peer competency and self-regulation. Therefore, it will be necessary to continuously develop a variety of play activity programs which young children can join in the inside and outside of kindergarten in order to helps young children improve their peer competency and self-regulation, and to actively connect the programs with Nuri curriculum.