• 한국전자거래학회지
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• 제19권3호
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• pp.125-141
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• 2014

인터넷에서 매 순간 발생하는 데이터의 홍수는 사용자가 필요로 하는 유용한 정보를 검색하는데 어려움을 초래한다. 그래서 많은 사용자들이 자신이 원하는 정보를 쉽게 찾기 위한 기법을 고안하고 이를 지원하는 도구를 개발하게 되었다. 이런 유용한 도구 중 하나인 추천시스템은 기존의 사용자 정보를 분석하여 사용자가 원하는 제품이나 정보를 추천하는 것이다. 본 논문에서는 추천시스템을 활용하여 원하는 정보를 제안하는데 인구통계학적인 기법을 사용한다. 인구통계학 기반 추천시스템은 나이, 성별과 같은 인구통계학적인 특성을 사용하여 유용한 정보를 추출한다. 본 연구는 영화 선택 시 중요한 요소인 사용자 평점을 분석하고 이를 활용할 수 있는 방법을 제시하였다. 이를 위해 Internet Movie Database(IMDB) 웹 사이트에 있는 영화의 사용자 평점을 인구통계학적 요인으로 분석하였다. 본 논문에서는 인구통계학적 분석을 위해 사용자를 성별과 연령대로 분류하였고, 각 영화를 22개 장르로 나눈 IMDB 기준에 따라 사용자 평점을 분석하였다. 각 장르별 영화에 대해 사용자 그룹의 평균 평점을 F-테스트와 T-테스트를 수행하여 그 장르 영화 평점과 동일한 결과를 나타내는 대표 그룹을 찾아내었다. 인구통계학적 분석 결과인 대표 그룹은 새로운 영화가 개봉될 때 대표 그룹에 대한 프로모션과 추천을 통해 영화 홍보를 할 수 있는 대상을 찾아내는데 유용하다.

• 한국문헌정보학회지
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• 제49권2호
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• pp.335-353
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• 2015

본 연구는 우리나라 중 장년층의 인구통계학적 특성에 따른 모바일 정보이용행태를 분석하는데 목적이 있다. 본 연구의 목적을 달성하기 위하여 대도시, 중소도시 및 읍 면 단위에 거주하고 있는 50세 이상 64세 이하인 중 장년들을 연구대상으로 하였으며, 자체 개발한 설문지를 이용하였고, 온라인과 오프라인 설문조사를 병행하여 데이터를 수집하였다. 인구통계학적 특성으로는 성별, 학력, 소득수준, 거주지역, 건강상태, 직업유무를 채택하였고, 모바일 정보이용행태로는 크게 모바일정보콘텐츠 활용, 모바일 이용시간, 모바일 이용수준, 지속적인 모바일 이용 및 재이용 여부, 모바일의 유용성을 측정하였다. 수집된 데이터 중 191개의 유효한 데이터는 SPSS Ver. 21를 사용하여 분석하였다. 분석결과 우리나라 중 장년층은 그들의 학력수준에 따라 모바일 이용시간과 이용수준에는 차이를 보이지 않았지만, 모바일 정보콘텐츠 활용에서는 차이를 보였다. 이들의 소득수준에 따라 모바일 이용시간과 이용수준에는 차이가 없었으나 '뉴스' 모바일 정보콘텐츠의 활용에서는 차이를 보였다. 직업유무에 따라 '복지', '뉴스', '경제', '여가' 정보콘텐츠 활용에서 차이를 보였다. 한편 이들은 성별, 거주지역 그리고 건강상태에 따른 모바일 정보이용행태에서는 차이가 없는 것으로 나타났다.

• Journal of Preventive Medicine and Public Health
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• 제52권2호
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• pp.109-114
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• 2019

Objectives: The purpose of this study was to characterize Indonesian women's knowledge of HIV/AIDS and to investigate the effects of socio-demographic characteristics thereupon with the goal of supporting the prevention and early detection of HIV/AIDS. Methods: This cross-sectional study was conducted using secondary data from the standard Indonesian Demographic and Health Survey (IDHS) in 2012. A total of 34 984 subjects ranged in age from 15 years to 49 years. Data were analyzed using the chi-square test and logistic regression to identify the effects of socio-demographic characteristics on Indonesian women's knowledge of HIV/AIDS. Results: All socio-demographic characteristics except marital status were related to knowledge of HIV/AIDS among Indonesian women in the univariate analysis (p<0.05). Multivariate analysis revealed that only age group, education level, location of residence, and wealth index were related to Indonesian women's knowledge of HIV/AIDS (p<0.05). Conclusions: Indonesian women's insufficient knowledge related to HIV/AIDS shows that the provision of accurate and comprehensive information related to HIV/AIDS are components of prevention and control interventions that should be improved. With greater knowledge, women are expected to be more likely to determine their own and their partners' human immunodeficiency virus status and to take appropriate preventive steps.

• Journal of Korea Trade
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• 제26권4호
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• pp.63-82
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• 2022

Purpose - Drawing on relational institutional theory, we explored how demographic similarity between board members of a firm and newly emerged political elites led to firms' increased financial resource acquisition such as leverage ratio and decreased export intensity amidst the Asian financial crisis. We also studied how a firm's leverage ratio and export intensity can further affect firm profitability and financial credit rating. Design/methodology - We revisited and explored a unique, unprecedented crisis that affected most Korean firms: the Asian financial crisis that coincided with a governmental shift from a conservative to a liberal party. We collected demographic information from 432 listed Korean firms' board members and 43 political elites of the Blue House from 1998-2000 to create a demographic similarity measurement. We collected firms' financial information, built panel data, and used ordinary least squares regression to test our theory. Findings - Our results showed that demographic similarity between a firm's directors and newly emerged politicians had a positive association with a firm's leverage ratio but a negative association with a firm's export intensity. A firm's leverage ratio had a negative relationship with firm performance measured by firm profitability and financial credit rating. A firm's export intensity showed a positive effect on firm performance. Originality/value - We highlighted that during an economic crisis that coincided with a governmental shift and change of leading political actors, firms exerted efforts to survey the environment and build new external stakeholder relationships to cope with the changing landscape. We proposed that in an emerging market like Korea where low levels of trust and favoritism are prevalent across society, one of the relational institutional strategies that firms can employ is the selection of directors with similar demographic characteristics to political elites based on factors including birthplace and school affiliations. We examined the efforts of firms to build political networks with newly empowered political elites during a financial crisis, and the consequences of establishing such networks. We highlighted that during a financial crisis, the demographic similarity between a firm's board members and newly emerged politicians can provide firms with access to financial resources but can also result in poor management and reduced effort to enhance its international competitiveness.

• 한국컴퓨터정보학회논문지
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• 제18권12호
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• pp.159-166
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• 2013

본 연구의 주된 목적은 누가 행복한 직장인인지를 파악하는 것이었다. 이를 위해 본 연구는 성별, 연령대, 결혼여부, 자녀수, 종교, 학력, 직급, 직업, 소득 등과 같은 인구통계적 요인, 외향성, 신경증적 예민함, 긍정신념과 같은 심리분석적 요인 그리고 행복 수준으로 구성된 이론모형을 제안하였고 분석하였다. 주요 분석 결과는 첫째, 인구통계적 요인과 심리분석적 요인 모두 직장인의 행복 수준에 긍정적인 영향을 미치는 것으로 밝혀졌다. 둘째, 자녀수, 신경증적 예민함, 긍정신념은 직장인의 행복을 예측하는 주요 요인인 것으로 확인되었다. 결론적으로 본 연구는 직장인의 행복 수준을 증진시킬 수 있는 요인들을 실증했다는 점에서 시사점이 있다.

• 디지털산업정보학회논문지
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• 제19권4호
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• pp.53-71
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• 2023

This study explores the relationship between various user factors and the level of trust in ChatGPT, a sophisticated language model exhibiting human-like capabilities. Specifically, we considered demographic characteristics such as age, education, gender, and major, along with factors related to previous AI experience, including duration, frequency, proficiency, perception, and familiarity. Through a survey of 140 participants, comprising 71 females and 69 males, we collected and analyzed the data to see how these user factors have a relationship with trust in ChatGPT. Both descriptive and inferential statistical methods, encompassing multiple linear regression models, were employed in our analysis. Our findings reveal significant relationships between user factors such as gender, the perception of prior AI interactions, self-evaluated proficiency, and Trust in ChatGPT. This research not only enhances our understanding of trust in artificial intelligence but also offers valuable insights for AI developers and practitioners in the field.

• 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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• 제9권5호
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• pp.521-529
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• 2003

본 논문에서는 추천시스템에서 많이 활용되는 협업 여과 방법의 문제점으로 지적되고 있는 희소성(sparsity)으로 인한 유사도의 부정확한 문제를 개선하기 위하여, 인구 통계 정보를 이용한 기법을 제안하였다. 두 사용자간의 유사도는 같은 항목에 동시에 평가된 점수를 기반으로 결정되며, 두 사용자가 동시에 평가하지 않은 항목은 유사도 계산에서 제외된다. 제안된 기법은 이러한 평가 점수 부족으로 인하여 유사도 계산이 정확치 못한 단점을 보완하기 위하여, 인구 통계 정보를 이용한 가상 평가 점수를 부가하여 유사도 계산을 개선, 예측의 정확도를 향상시킨 방식으로 기존의 피어슨 상관관계를 이용한 협업여과 방식의 확장이다. 실험은 Grouplens의 영화 평가 자료를 활용하였고, 평균절대오차(MAE)와 반응자 작용특성(ROC)값을 이용하여 제안 기법과 피어슨 상관관계를 이용한 협업 여과 방식을 비교하였다. 제안한 기법이 피어슨 상관관계를 이용한 협업 여과 추천 방식에 비하여 평균절대오차는 9%, 반응자 작용 특성의 민감도는 13% 향상되었음을 확인하였다.

• 패션비즈니스
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• 제2권4호
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• pp.69-78
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• 1998

The purpose of this study was to identify the variables which could characteristics the New Young Generation (NYG), to investigate the relationship between level of NYG characteristics and information searching related to underwear purchasing, and the differences level of the NYG characteristics according to demographic variables (sex, grade, major), and examine the casual relationships of demographic variables (sex, place of growing background, parent's education) and level of the NYG characteristics on information searching related to underwear purchasing. The subjects were 723 college students (female = 324, male=398) living in Seoul and Kyuggi were participated in this study. The NYG is limited to person who born after 1970's. The result of this study were as follows; 1. Five factors of New Young Generation oriented characteristics were identified; F.1 'Info-telecommunication(Info-Telecom)'; F.2 'Family and Marriage'; F.3 'Consumption pattern'; FA 'Self-centered (Individualism)'; F.5 Work/Career oriented. 2. The relationship between the NYG characteristics and information search in underwear purchasing were significanted. 3. In demographic variables, gender, grade, and major were partially significant differences. 4. In male students, the result of the casual relationship between demographic variables with NYG characteristics and the level of the NYG in underwear purchasing showed that grade, background of grownplace, level of parent's education were significanted the high level of info-telecom factor associated with higher grade, city-grown, higher level of parent's education. In conclusion, the result showed that the level of NYG characteristics was significant to male students and specially for grade older students. The background of parent's education level was the another important variables to predicting the NYG characteristics. Finally the higher the NYG characteristics, the more information search in underwear purchasing.

• 대한가정학회지
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• 제46권9호
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• pp.33-45
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• 2008

The purpose of this study was to investigate the tendency and characteristics of behavior problems in preschool children. The aim was to acquire basic information that could be used in diagnosis and intervention strategies. The target of this study were 823 preschoolers, the reporting on which was conducted through the responses of 81 teachers. Analysis consisted of partitioning behavioral problems by demographic variables in order to ascertain differences by age, sex, and cut-off score of the high risk group. Overall results indicate significant differences in behavioral problems according to socio-demographic variable. The conclusions of this study offer a foundation for diagnosis, intervention, and therapy for preschoolers with problem behaviors.

• 대한가정학회지
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• 제24권3호
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• pp.129-141
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• 1986

The purpose of this study was to test both psychological and demographic variables and their relationship to the consumers design evaluation with reference to television sets and refrigerators. The survey questionnaire consisted of three distinct areas: 1) demographic information about the subjects, 2) their interest in design and need for design, 3) their evaluation of‘ideal’designs the subjects were 900 adults selected from middle and high economic level in Seoul. The major findings were the‘ideal’design of the subjects was affected by interest in design and the need for design. The need for design was related to either self-esteem or to esteem of others. Interest in design and need for self-esteem were affected by demographic variables but the need for esteem of others was not.