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Wireless Earphone Consumers Using LDA Topic Modeling Comparative Analysis of Purchase Intention and Satisfaction: Focused on Samsung and Apple wireless earphone reviews in Coupang (LDA 토픽 모델링을 활용한 무선이어폰 소비자 구매 의도 및 만족도 비교 분석: 쿠팡에서의 삼성과 애플 무선이어폰 리뷰를 중심으로)

  • Tuul Yondon;Tae-Gu Kang
    • Journal of Industrial Convergence
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    • v.21 no.8
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    • pp.23-33
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    • 2023
  • Consumer review analysis is important for product development, customer satisfaction, competitive advantage, and effective marketing. Increased use of wireless earphones is expected to reach $45.7 billion by 2026 with growth in lifestyle. Therefore, in consideration of the growth and importance of the market, consumer reviews of wireless earphones from Apple and Samsung were analyzed. In this study, 11,320 wireless earphone reviews from Apple and Samsung sold on Coupang were collected to analyze consumers' purchase intentions and analyze consumer satisfaction through analysis of the frequency, sensitivity, and LDA topic model of text mining. As a result of topic modeling, 16 topics were derived and classified into sound quality, connection, shopping mall service, purchase intention, battery, delivery, and price. As a result of brand comparison, Samsung purchased a lot for gift purposes, had a high positive sentiment for price, and Apple had a high positive sentiment for battery, sound quality, connection, service, and delivery. The results of this study can be used as data for related industries as a result of research that can obtain improvements and insights on customer satisfaction, quality and market trends, including manufacturing, retail, marketers, and consumers.

Exploration of the Impact of Blended Learning's External Classroom Formats and Internal Teaching Strategies on Academic Achievement and Learners' Perception (블렌디드러닝의 외적 수업형태 및 내적 수업전략이 학업성취도와 학습자 인식에 미치는 영향 탐색)

  • Ye-Yoon Hong;Yeon-Wook Im
    • Journal of Industrial Convergence
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    • v.21 no.8
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    • pp.1-12
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    • 2023
  • The purpose of the study is to analyze the impact of blended learning's external classroom formats and internal teaching strategies, which has been implemented in university classes due to COVID-19, on students' academic achievement and learners' perceptions, as well as to provide insights into the desirable direction of online education. The study was conducted during the 1st semester of 2022 at G University, targeting students taking Calculus I. The experimental group consisted of 117 students, while the control group consisted of 707 students. Blended learning, involving a combination of face-to-face classes, online classes, and mixed teaching methods, was implemented, and academic achievement and learner perceptions were assessed. The research findings indicate that compared to solely online classes, adopting a blended learning approach with online classes before the midterm and face-to-face classes afterwards resulted in a decline in academic achievement. The unprepared and simplistic external format of blended learning was found to be ineffective, however, a blended learning model consisting solely of online classes, incorporating a mix of asynchronous and synchronous instruction, demonstrated positive learner perceptions. Additionally, utilizing technology in the teaching strategies yielded positive outcome.

The Effects of Traumatic Event Type on Posttraumatic Growth and Wisdom: the Mediating effects of Social Support and Coping (외상 유형이 외상후성장 및 지혜에 미치는 영향: 사회적 지지와 대처의 매개효과)

  • Lee Sulim
    • Korean Journal of Culture and Social Issue
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    • v.19 no.3
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    • pp.319-341
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    • 2013
  • This study investigated the mediating effects of social support and coping on the relation between traumatic event type, posttraumatic growth and wisdom by the data from 247 adults by using path analysis. Besides, the difference of the level of posttraumatic growth and related variables between traumatic event type groups. At first, The results of the MANCOVA, person-related traumatic event group were higher than the non-personal traumatic event group in negative coping and trauma stress level, and lower in social support, positive coping, posttraumatic growth and wisdom. The path analysis results shows that traumatic event type was related to wisdom by mediate factors. Traumatic event type affected wisdom through social support, positive coping, posttraumatic growth. The significant mediators were social support, positive coping, posttraumatic growth. Negative coping was not a significant mediator between event type and posttraumatic growth. The results show that non-personal traumatic event group are tends to have high level of social support, positive coping, posttraumatic growth, and wisdom. In the end, we described that the implication and the limitation of this study and suggestions for following studies.

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Generation gap between adolescents group and parents group in the perceptions on online games (부모 세대와 청소년 세대의 온라인 게임에 대한 인식 차이: 온라인 게임의 유해성/유익성, 영향과 가치, 부모-자녀 관계, 규제에 대한 인식을 중심으로)

  • Jee Yeon Kim;Young Yim Doh
    • Korean Journal of Culture and Social Issue
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    • v.20 no.3
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    • pp.263-280
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    • 2014
  • The purpose of our study was to figure out the generation gap between adolescents group and parents group in the sub-dimensions of perceptions on online games, such as harmfulness and benefits of online games, impacts and values of online games, parent-adolescent relationship with regard to online game activities, and government regulation of online games. To this end, we conducted online survey targeting middle or high school students and parents with children attending middle or high school regarding the perceptions on online games. As a result, we identified the similarities and differences between adolescents and parents generation in the sub-dimensions of perceptions on online games. Especially, we found significant differences between adolescents and parents generation in the perceptions on violence and sociality of online games. This result shows that the generation gap in these two factors may cause the conflict between parents and adolescents with regard to online game activities. Also, we ascertained the significant generation gap in the perception on parent-adolescent relationship with regard to online game activities. This result implies that parent-adolescent relationship in the developmental process of adolescents in real life was reflected in the perception on parent-adolescent relationship with regard to online game activities. Our contributions are in specifying the generation gap in the sub-dimensions of the perceptions on online games and in identifying the main causes of the conflict between parents group and adolescent group with regard to online game activities.

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The Power of Reputation: Can Socal Reputation Effect on Likability, Trust and Preference of Interpersonal Relationship? (평판의 위력: 사회적 평판이 호감과 신뢰 및 선호도에 영향을 미치는가?)

  • Heung-Pyo Lee
    • Korean Journal of Culture and Social Issue
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    • v.17 no.3
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    • pp.261-285
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    • 2011
  • In our studies, We defined the concept of social reputation and aimed to estimate the effect of social reputation on likability, trust, preference of interpersonal relationship. To accomplish these goal, photographs of 12 persons(six young unmarried man, six young unmarried women) volunteered were shown to 60 raters, and the one male and one female pictures of scores of facial attractiveness are nearest to median were selected as experimental figures in preliminary study. After this, We asked 260 raters to assess likability, trust, preference of interpersonal relationship after showing raters the chosen pictures of man and woman and telling scenario of positive, negative reputation about these two persons. The outcomes showed that in both men and women, likability, trust, preference of persons who gained positive reputation were significantly higher than persons gained negative reputation. Facial attractiveness was effect on likability, trust, and preference, but effect size of reputation was much higher on likability, interpersonal preference, especially trust level. Also, in three-way ANCOVA results, Woman has showed higher likability and trust than man under the condition of good reputation in both woman was rater and object to be assessed, but on the contrary, likability, trust, and preference of woman were lower than man in either woman was rater or object to be judged under the bad reputation,. Lastly, this study's implications and limitations were discussed.

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The coping and defense features of the North Korean Defectors in the Rorschach test (로샤 검사에 나타난 북한이탈주민의 대처와 방어)

  • Yun Kyeung Choi;Jong Nam Kim;Jung-Min Chae
    • Korean Journal of Culture and Social Issue
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    • v.15 no.4
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    • pp.507-528
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    • 2009
  • Coping and defense are similar psychological mechanisms to reduce stress response, but they are regarded as distinct from each other. Defense involved distortions of reality, but coping was used for strategies associated with accepting the true nature of the situation. The purpose of the present study was to investigate the coping and defense features of the North Korean Defectors in the Rorschach test. The subjects were then categorized into four groups based on their birth place and gender: Male North Korean defectors( N=16), female North Korean defectors(N=28), male South Koreans(N=17), and female South Koreans(N=25). All subjects were individually administered the Rorschach test, and protocols were scored according to the Exner(2003)'s Rorschach Comprehensive systems. Coping or defense-related Rorschach variables were selected for analysis: EA, CDI, Adj D, EB style, Lamda, Zd, X-%, Xu%, W:Dd:D, P, reaction time, and other behavior characteristics during the testing. Compared with other groups, female North Korean defectors were more likely to show poor coping resources(low EA), adjustment difficulties(Adj D), and distortions of reality(high X-%). They also demonstrated more 'don't know' responses and more delayed responses than other groups. These findings suggest that poor coping resources make female North Korean defectors more vulnerable to stress, and psychological intervention such as social skills training may help them settle successfully in south Korea. Limitations of the current study and implications for future research were discussed.

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The Rehabilitation of Gambling Addiction: Comparison with the other psychiatric disorder (도박중독의 재활: 타 정신장애와의 비교)

  • Heung-Pyo Lee;Tae-Woo Kim
    • Korean Journal of Culture and Social Issue
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    • v.16 no.3
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    • pp.241-265
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    • 2010
  • This study reviewed the present state and differences of rehabilitation programs of the gambling addiction by comparing with other psychiatric disorder(including psychotic disability and alcohol addiction). This study also intended to suggest necessities, meanings and inherent fields of the rehabilitation in gambling addiction. First of all, the government and a few gambling industries run clinic centers for gamblers and their families, but have been lacked rehabilitation services for social comeback and adaptation or devaluated rehabilitation services than therapies. Gambling addict didn't have impairments of the cognitive function and their daily abilities was better than any other psychiatric disorders. But Damage of social role or function of gambling addiction was severe. And it is caused by nonadaptive nature of gambling behavior, personality/emotional change through gambling addiction process, and previous personality problem etc. There are many severe failure of social role and its attendant bankrupcy, family's problems and social poverty in gambling addiction, Therefore, important fields in the rehabilitation of gambling addiction should be services for basic social comeback support service, credit recovery support, monetary management, support of rehabilitation of family and vocational rehabilitation. Finally, the significance and critical points of the current study has been discussed as well.

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A Study on Evaluation Parameters of Safety City Models (안전도시 모델의 평가지표에 관한 연구)

  • Joon-Hak Lee;Okkyung Yuh
    • Journal of Korean Society of Disaster and Security
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    • v.16 no.2
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    • pp.1-13
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    • 2023
  • As interest in urban safety has increased since COVID-19, various institutions have developed and used indicators that evaluate the safety city model. Yongsan-gu was ranked No. 1 in 2021 by Social Safety Index evaluation and was selected as the safest city in Korea. However, the Itaewon disaster in Yongsan-gu in 2022 caused many casualties. The study of indicators for evaluating cities' safety was necessary. This study aims to examine domestic and foreign safe city models and review the differences between each model and the indicators used to evaluate safe cities. As a result of collecting 11 safe city models and analyzing each evaluation index, safe city models can be classified into program-based safe city models, such as the World Health Organization's International safe community and the UN Office for Disaster Risk Reduction's International Safe city. Considering the diversification of threats to safety, it is reasonable to comprehensively consider digital security, health safety, infrastructure safety, personal safety, environmental safety, traffic safety, fire safety, crime safety, life safety, suicide, and infectious diseases when evaluating safe cities as evaluation parameters.

Effects on Proliferation of Human Lung Cells induced by Fermented Silkworm thorn Fruits Based Kombucha (꾸지뽕-콤부차가 인체 폐세포 및 폐암세포의 증식에 미치는 영향)

  • MiAe Cho;Bumjung Kim;Ho Chil Choi;Chang Moo Lee;Kyoung Ju Song
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2023.04a
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    • pp.49-49
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    • 2023
  • 본 실험은 콤부차의 발효시 에너지원으로 첨가되는 당(sucrose) 대신 꾸지뽕(Cudrania tricuspidata Bureau; silkworm thorn) 과일 발효액을 첨가하여 꾸지뽕-콤부차의 기능성을 구명하고자 하였다. 대조구인 콤부차는 끓여서 식힌 물 900mL에 홍차 2.4g을 넣어 한시간 동안 추출한 후 초기당도가 10°Bx가 되도록 sucrose를 첨가하였고, 처리구는 sucrose대신 꾸지뽕 과일 무게 대 sucrose의 비율을 1 대 0.9의 비율로 조제하여 발효시킨 꾸지뽕 발효액(당도 50°Bx)을 10°Bx가 되도록 희석하여 첨가하였다. 여기에 발효균인 SCOBY를 첨가한 후 실온에 3주간 보관하면서 1주일 간격으로 시료를 채취하여 총폴리페놀성 화합물 및 카테킨류 함량, 항산화 활성 및 인체 정상 폐세포주인 MRC-5와 폐암세포주인 A549의 세포 증식에 미치는 영향을 구명하였다. 발효 3주 동안 채취한 꾸지뽕-콤부차를 MRC-5 세포에 처리하였을 때 발효 2주까지는 꾸지뽕-콤부차가 대조구에 비해 약 10~30% 세포 증식효과를 보였고 발표 3주째에는 유사한 증식효과를 보였다. 폐암세포주 A549에 처리시에는 발효 2주째 대조구에 비해 낮은 증식율을 보였으나 그 차이는 크지 않았다. 이 결과는 꾸지뽕-콤부차가 인체 폐세포 증식을 촉진하나 폐암세포의 증식을 크게 억제하지는 않음을 의미한다. 총폴리페놀성화합물 함량은 대조구의 경우 발효기간이 경과함에 따라 증가하는 반면 꾸지뽕-콤부차는 조제직후 대조구에 비해 유의적으로 높은 함량을 보이다 서서히 감소하였는데 발효 2주째 대조구와 유사한 수준에 도달하였으며 3주째에는 대조구에 비해 낮은 함량을 보였다. 카테킨류(Epigallocatechin, Epigallocatechin gallate, 그리고 Epicatechin gallate, epicatechin)는 총 페놀성화합물과는 반대의 경향을 보였는데, 발표 2주까지는 꾸지뽕-콤부차의 함량이 유의적으로 높았다가 발표 3주째 크게 낮아졌다. 활성산소 제거능은 발효 2주째까지는 대조구에 비해 낮았으나 3주째 유의적으로 높아져 꾸지뽕-콤부차의 항산화활성은 카테킨류 함량에 비례함을 알 수 있었다. 기능성분 함량과 MRC-5 증식에 관한 상관분석시 총풀리페놀함량이 세포증식에 정의 상관관계를 나타내었다.

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Summative Usability Assessment of Software for Ventilator Central Monitoring System (인공호흡기 중앙감시시스템 소프트웨어의 사용적합성 총괄평가)

  • Ji-Yong Chung;You Rim Kim;Wonseuk Jang
    • Journal of Biomedical Engineering Research
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    • v.44 no.6
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    • pp.363-376
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    • 2023
  • According to the COVID-19, development of various medical software based on IoT(Internet of Things) was accelerated. Especially, interest in a central software system that can remotely monitor and control ventilators is increasing to solve problems related to the continuous increase in severe COVID-19 patients. Since medical device software is closely related to human life, this study aims to develop central monitoring system that can remotely monitor and control multiple ventilators in compliance with medical device software development standards and to verify performance of system. In addition, to ensure the safety and reliability of this central monitoring system, this study also specifies risk management requirements that can identify hazardous situations and evaluate potential hazards and confirms the implementation of cybersecurity to protect against potential cyber threats, which can have serious consequences for patient safety. As a result, we obtained medical device software manufacturing certificates from MFDS(Ministry of Food and Drug Safety) through technical documents about performance verification, risk management and cybersecurity application.The purpose of this study is to conduct a usability assessment to ensure that ergonomic design has been applied so that the ventilator central monitoring system can improve user satisfaction, efficiency, and safety. The rapid spread of COVID-19, which began in 2019, caused significant damage global medical system. In this situation, the need for a system to monitor multiple patients with ventilators was highlighted as a solution for various problems. Since medical device software is closely related to human life, ensuring their safety and satisfaction is important before their actual deployment in the field. In this study, a total of 21 participants consisting of respiratory staffs conducted usability test according to the use scenarios in the simulated use environment. Nine use scenarios were conducted to derive an average task success rate and opinions on user interface were collected through five-point Likert scale satisfaction evaluation and questionnaire. Participants conducted a total of nine use scenario tasks with an average success rate of 93% and five-point Likert scale satisfaction survey showed a high satisfaction result of 4.7 points on average. Users evaluated that the device would be useful for effectively managing multiple patients with ventilators. However, improvements are required for interfaces associated with task that do not exceed the threshold for task success rate. In addition, even medical devices with sufficient safety and efficiency cannot guarantee absolute safety, so it is suggested to continuously evaluate user feedback even after introducing them to the actual site.