• Title/Summary/Keyword: 세대간 관계

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Relationship classification model through CNN-based model learning: AI-based Self-photo Studio Pose Recommendation Frameworks (CNN 기반의 모델 학습을 통한 관계 분류 모델 : AI 기반의 셀프사진관 포즈 추천 프레임워크)

  • Kang-Min Baek;Yeon-Jee Han
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.951-952
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    • 2023
  • 소위 '인생네컷'이라 불리는 셀프사진관은 MZ 세대의 새로운 놀이 문화로 떠오르며 사용자 수가 나날이 증가하고 있다. 그러나 짧은 시간 내에 다양한 포즈를 취해야 하는 셀프사진관 특성상 촬영이 낯선 사람에게는 여전히 진입장벽이 존재한다. 더불어 매번 비슷한 포즈와 사진 결과물에 기존 사용자는 점차 흥미를 잃어가는 문제점도 발생하고 있다. 이에 본 연구에서는 셀프사진관 사용자의 관계를 분류하는 모델을 개발하여 관계에 따른 적합하고 다양한 포즈를 추천하는 프레임워크를 제안한다. 사용자의 관계를 'couple', 'family', 'female_friend', 'female_solo', 'male_friend', 'male_solo' 총 6 개로 구분하였고 실제 현장과 유사하도록 단색 배경의 이미지를 우선으로 학습 데이터를 수집하여 모델의 성능을 높였다. 모델 학습 단계에서는 모델의 성능을 높이기 위해 여러 CNN 기반의 모델을 전이학습하여 각각의 정확도를 비교하였다. 결과적으로 195 장의 test_set 에서 accuracy 0.91 의 성능 평가를 얻었다. 본 연구는 객체 인식보다 객체 간의 관계를 학습시켜 관계성을 추론하고자 하는 것을 목적으로, 연구 결과가 희박한 관계 분류에 대한 주제를 직접 연구하여 추후의 방향성이나 방법론과 같은 초석을 제안할 수 있다. 또한 관계 분류 모델을 CCTV 에 활용하여 미아 방지 혹은 추적과 구조 등에 활용하여 국가 치안을 한층 높이는 데 기대할 수 있다.

Suggesting implications for the music chart rankings through a study on the correlation analysis between Earworm syndrome and rakings of music charts - Focused on 3rd Generation Idol TWICE's songs (귀벌레 증후군 유발 정도 차이와 음악 차트 순위와의 상관관계 분석을 통한 음악 차트 순위에 대한 시사점 제시 - 3세대 아이돌 트와이스 곡을 중심으로)

  • Lee, seung-yeon;Chung, jae-youn
    • Proceedings of the Korea Contents Association Conference
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    • 2019.05a
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    • pp.245-246
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    • 2019
  • 본 연구의 목적은 실용음악 전공자와 비전공자 간의 귀벌레 증후군 유발 정도 차이와 음악 차트 순위와의 상관관계를 분석한 것이다. 이를 통해 음악 차트 순위의 이용성을 관찰하는 기초 자료를 제시하고자 했다. 본 연구에 대한 자료를 요약하면 다음과 같다. 첫째, 음악 차트 순위와 귀벌레 증후군 유발 정도 간에는 상관관계가 없는 것으로 나타났다. 둘째, 이와 같은 귀벌레 증후군을 경험하는데 있어서 선율의 반복도, 가사의 반복도, 음원을 접하는 횟수 순으로 영향이 높은 것으로 나타났다. 셋째, 실용음악 전공자의 경우 비전공자보다 귀벌레 증후군을 겪는 빈도가 높지만 그 차이는 미미한 것을 알 수 있었다. 본 연구는 연구결과를 통해 귀벌레 증후군의 유발 정도와 음원 차트 순위는 연관성이 없으나, 음원의 구성 요소와 음원 자체에 노출되는 정도가 많을수록 귀벌레 증후군을 경험할 가능성이 높아지므로, 이러한 두 가지 사실을 통하여 음악의 차트 상의 순위가 높은 정도와 대중들이 그 음악을 접하게 되는 정도가 동일하지 않을 수도 있다는 시사점을 제시하였다.

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A Qualitative Study on the Factors affecting Baby boomers' Desire of Homecoming Migration (베이비붐 세대의 귀향 저해요인에 관한 연구)

  • Kim, Ji-Won;Kang, Jung-Ku;Ma, Kang-Rae
    • Journal of the Korean Regional Science Association
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    • v.36 no.3
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    • pp.17-27
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    • 2020
  • Baby boomers are the population group born between 1955 and 1974 in South Korea. They are the generation to grow up in the rural areas and it has been reported in the previous literature that a large part of baby boomers now hopes to return their hometowns after their retirement. The purpose of this study is to investigate factors that obstruct the baby boomers' residential relocation to their hometowns by in-depth interviews with three different types of baby boomers: returners, soon-to-be returner, and wanna-be returner. Findings of this study show that the reasons behind the hesitation to the migration may be grouped into four categories: concerns about insufficient jobs, lack of medical services, concerns about social relation network and poor cultural environment in their hometown.

A Study on Baby Boomer's Job Mobility using Sequential Analysis (순차분석을 활용한 베이비붐 세대의 직업이동 분석)

  • Lim, Jung-Yeon;Lee, Young-Min
    • The Journal of the Korea Contents Association
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    • v.15 no.3
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    • pp.146-159
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    • 2015
  • The purpose of this study was to investigate the influential factors on the job mobility types and patterns of baby boomers over the past 15 years. Sequential analysis was conducted to analyze the data that were derived from Wave 1~15(1998~2013) of Korean Labor and Income Panel Study(KLIPS). In particular, we analyzed the job mobility types and frequency, conversion analysis, probability, and significance rate. The results were as follows: firstly, proportional rates of male baby boomer workers such as technical, functional, and agriculture workers were higher than those of professionals and semi-professionals, whereas in case of female baby boomer workers, proportional rate of office workers were lower than those of service and sales workers. It was showed that functional and labor workers significantly higher than others. We found that after retiring, they left their job to search for farming job or choose to work in secondary labor markets. We suggested that the retirement support system and management system should be designed and conducted in a good manner.

The Relationship among Types of Lifestyle, Motivation, and Travel Product Selection of Baby Boomer Consumer (베이비부머소비자 라이프스타일 유형과 동기, 그리고 여행상품 선택간의 영향관계)

  • Kim, Eun-Joo
    • Journal of Digital Convergence
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    • v.14 no.6
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    • pp.21-32
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    • 2016
  • Baby boomers who were born right after Korea War make up about 15% of population of Korea and lead an aging society rapidly. They're retiring since from 2012 and going to make up nearly 80% of total of old retirees. Baby Boomers with much higher income and education levels are going to enjoy their retirement as traveling. Therefore, this study invests the relationship between lifestyle and travel product selection of baby boomer consumer. Two big results are as follows. One is that baby boomers progress consumption activity(because they have their own purchasing power) and have health and leisure lifestyle and family lifestyle. The other is when they select travel product, they eventually consider three elements- travel company, transportation, and travel colleague.

Examining the Effect of University Student Ambassadors' Characteristics and SNS Information Characteristics on Corporate Promotion (대학생 홍보대사 특성과 SNS 정보특성이 홍보효과에 미치는 영향)

  • Soohaeng Shin;Haejung Yun;Yoonseuk Woo
    • Knowledge Management Research
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    • v.23 no.4
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    • pp.295-314
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    • 2022
  • Effectiveness of corporate promotion using SNS will be meaningful from theoretical and practical perspectives. This study attempts to explore the implications of running corporate ambassador programs composed of university students, different from previous studies focused mainly on celebrity influencers. To this end, the research model was generated and the hypotheses were tested by the responses of 287 subjects who received promotional messages from university student ambassadors of a public corporation. Research findings confirmed that ambassador characteristics (intimacy, expertise) had a significant influence on corporate promotion by mediating SNS information characteristics (information provision, information playfulness, and information reliability). Furthermore, it is found that MZ generation perceived the higher intimacy, the higher information playfulness, while the older generation perceived the higher expertise, the higher information reliability. In order to generalize these research findings, further research considering more diverse demographic characteristics is necessary.

Socioeconomic and intergenerational characteristics associated with marital intentions among Korean men and women in young adulthood (청년 남녀의 사회경제적 특성 및 세대관계 특성이 결혼의향에 미치는 영향)

  • Kwon, Soyoung;Kang, Sieun;Oum, Sewon;Park, Jisoo;Lee, Jaerim
    • Journal of Family Relations
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    • v.21 no.4
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    • pp.3-25
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    • 2017
  • Objectives: We examined which socioeconomic and intergenerational characteristics were associated with the level of intention to marry among Korean men and women in young adulthood. Method: Data came from 351 men and 391 women who were 25-34 years old, had never been married, and had at least one living parent. We conducted multiple regression analyses by gender after controlling for age and current romantic relationship. Results: Among the socioeconomic characteristics, more years of education was linked to both men's and women's higher levels of intention to marry. For women, having a secure, full-time job was related to greater intention to marry. For men, the higher their subjective socioeconomic status, the greater their intention to marry. Among intergenerational characteristics, both men's and women's positive attitudes toward supporting elderly parents were related to a higher level of intention to marry. For men, the frequency of providing instrumental support for their parents was negatively associated with the men's intention to marry. For women, higher levels of agreement with parents' responsibility to support their adult children as well as greater affection for their parents were positively related to greater intention to marry. Conclusions: The findings suggest that young adults' socioeconomic resources and the family context are important predictors of young adults' marital intentions. The results also reveal gender differences in the factors associated with young adults' marital intentions.

Forecasting Next Generation Technology Using Lotka-Volterra Competition Model and Factors for Technology Substitution (기술대체 영향요인과 Lotka-Volterra 경쟁 모형을 이용한 차세대 기술 예측)

  • Kim, Hyein;Jeong, Yujin;Yoon, Byungun
    • Journal of Korea Technology Innovation Society
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    • v.20 no.4
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    • pp.1262-1287
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    • 2017
  • Recently, forecasting for next-generation technologies have influenced the competitiveness of companies. However, in previous studies, only extract factors influencing the adoption of technology have been investigated. Also, there are few researches on the importance of each decision factors or the competition between technologies. In this research, Lotka-Volterra model is used to confirm the technological competition in the new technology choice timing when the competition is intensified due to the emergence of new technologies. For purpose of this study, estimate the LVC model based on the data of the past competition and then derived the factors affecting the technology of competition and substitution from the literature survey. After that, we confirmed the factor value between the past and the present technology competition. The difference between the factor values derived from the previous step is used to revise the model estimated from the past data base. At this stage, regression analysis is used to derive the importance of each factor and use it as the weight. Through the correction model, the competitiveness is identified through 1:1 comparison with competition candidate technology and existing dominant design technology. In this research, we quantitatively propose the possibility that a specific technology can become a dominant design in the next generation, based on the difference in factor values and importance. This results will help the company's R&D strategy and decision making.

An Empirical Study of the Everyday Life Information Seeking Behavior of the Baby-boomers as Pre-retirees (베이비붐세대 은퇴예정자의 정보이용행태에 관한 연구)

  • Park, Mi-Hyang;Lee, Jee-Yeon
    • Journal of the Korean Society for information Management
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    • v.28 no.2
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    • pp.195-208
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    • 2011
  • This study presents the findings from research on the Everyday Life Information Seeking (ELIS) behaviors of Korean government officials in their 50s. 500 survey respondents participated and the quantitative data were analyzed through Structural Equation Model having six key concepts such as personal information environment, information-seeking attitudes, online information attitudes, barriers to information seeking, retirement expectations, and library expectations. The findings showed the important relationships between expectations of the retirement and two constructs (personal information environment and information-seeking attitudes). This study can be used as a strategic implication for library practitioners to develop their library management process in accordance to the potential and powerful evolving user group in a future aged society.

Effects of Married Child and Parent Characteristics on Intergenerational Residential Proximity (기혼자녀와 부모의 특성이 세대 간 거주근접성에 미치는 영향)

  • Choi, Heejeong;Nam, Boram
    • Journal of Family Relations
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    • v.21 no.1
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    • pp.123-141
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    • 2016
  • Objective: This study examined correlates of residential proximity between parents and non-coresident married children. A majority of existing studies on intergenerational living arrangement has focused on exploring factors that are associated with intergenerational coresidence only, despite an increasing number of parents and children who do not live together but close by. Because residential proximity facilitates frequent contacts and support exchanges between the two generations, it is important to understand its correlates. Method: The data were drawn from first wave of the Korean Longitudinal Study of Ageing (KLoSA, 2006), a nationally representative sample of adults 45 years or older and their spouses. The analytic sample consisted of 3,950 parents with 10,946 non-coresident married children. Both regression with robust standard errors and sibling fixed effects regression models were estimated using the reg and xtreg procedures in STATA. Results: Younger, less depressed, and more physically impaired parents lived closer to at least one of their married children (within a 30-minute distance by public transportation). Fathers (compared to mothers), parents living in cities (compared to those living in rural areas), parents with at least one co-resident child or fewer numbers of married children tended to have at least one married child living nearby. With regard to child characteristics, married children who were less educated, homeowners, and had more children lived closer to their parents. Also, sons (compared to daughters) lived in closer distance to their parents. Conclusion: Overall, findings suggest that intergenerational residential proximity may primarily be motivated by the childcare needs of married children or parents' needs for assistance with functional impairment. Also, the traditional patrilineal norms of intergenerational support may still be a critical factor in residential decisions as observed in the difference between married sons and daughters in proximity to their parents.