• Title/Summary/Keyword: 개인적 변수

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Optimization on arrhythmia classification algorithm using wavelet parameterization (웨이브렛 변수화 기반의 부정맥 분류 알고리즘 최적화)

  • Kim, Jin-Kwon;Lee, Byoung-Woo;Lee, Myoung-Ho
    • Proceedings of the KIEE Conference
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    • 2008.10b
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    • pp.195-196
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    • 2008
  • ECG 기반의 부정맥 자동 분류에 관한 연구는 지난 수십 년간 다양한 방법으로 연구되어 왔다. 많은 연구들이 부정맥을 구별해 낼 수 있는 특징 벡터를 찾아내기 위해 연구하였으나, 피험자의 ECG 특징이 각기 다르기 때문에 부정맥으로 인한 차이와 개인 간 차이를 구별하기 어려웠다. 생체데이터는 그 특성상 서로 다른 특징을 갖고 있으며, 다양한 특징을 가진 사람들에게 적용하기 위한 범용성과 부정맥 검출의 정확성 사이에 교환적 관계를 갖게 된다. 특히 ECG 데이터의 경우 사람 식별 데이터로 사용하고자 하는 연구가 있을 정도로 개인 간 편차가 분명하다. wavelet 분석방법은 다양한 mother wavelet을 사용할 수 있다는 점을 큰 장점으로 가지고 있으며, wavelet parameterization 기법을 사용하여 임의의 직교 wavelet basis를 발생시킬 수 있다. 본 논문은 wavelet parameterization을 사용하여 개인 간의 ECG 파형의 차이를 상쇄시키고, 부정맥의 차이만을 부각시킴으로써 ECG 기반의 부정맥 자동 분류 성능을 높이고자 하는데 목적이 있다.

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An Empirical Study on the Effects of Personal and Systematic Characteristics on the Acceptance of Technologically Innovative Products - With Focus on Cloud Computing - (개인특성 및 시스템특성이 기술혁신제품의 수용에 미치는 영향 연구 - 클라우드 컴퓨팅을 대상으로 -)

  • Park, Cheol-Woo;Jeong, Hae-Joo
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.7 no.2
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    • pp.63-76
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    • 2012
  • The possibility of successful commercialization of technologically innovative products depends on the degree to which consumers select and utilize the product. Therefore, the research that endeavors to find the usage behavior and the acceptance intention of users of technologically innovative products is a very important quest. This study empirically analyzes the factors that influence commercialization of a technologically innovative product: cloud computing. Existing studies examined acceptance intentions by expanding the TAM model and excluded attitude and usage behavior. This study determined attitude, usage behavior and personal characteristics of consumers to be important influencing factors. The results of the empirical analysis are as follows: First, the self-efficacy of personal characteristics had a significant effect on ease of use and acceptance intention and perceived costs had a significant influence on the factors of perceived usefulness and perceived ease of use. Second, research on the systematic characteristics of cloud computing confirmed that security was an important factor affecting acceptance intention while innovativeness was critical to ease of use. Third, of the usage characteristics among users of technologically innovative products, perceived usefulness had an effect on the acceptance and usage behavior of cloud computing, and perceived ease of use had an important influence on perceived usefulness. Currently, when cloud computing services have not yet become widespread to the public, this study proposed meaningful results for policy direction and commercialization strategies by revealing variables that influence acceptance and usage behavior.

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An Analysis of Social Networking Service on the Organizational Performance: Mediating effect on Transactive Memory Capabilities and Moderating effect on Time (소셜네트워킹서비스와 업무성과와의 관계 연구 : 트랜스엑티브 메모리역량의 매개효과와 사용시간의 조절효과를 중심으로)

  • Lee, Miran;Kim, Yongwon
    • Journal of Internet Computing and Services
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    • v.17 no.1
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    • pp.109-118
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    • 2016
  • As Internet technology further develops, a social networking service (SNS) also develops. But most studies on SNS are not appropriate for business purposes since they mainly focus on personal characteristics. Unlike previous studies, however, this study tries to understand the effect of SNS on performance in the perspective of business. As the result of analysis, SNSE(Social Networking Service Engagement) appears to have positive effect on TMC(Transactive Memory Capability) and PER(Performance), and TMC also seems to affect PER. On the assumption that there should be some parameters between SNSE and PER that earlier studies did not consider, this study has proved that a new way of memories, or TMC, forms the bridge between SNS and PER. It also found out that the time spent on SNS is positively controlled when SNSE affects TMC. These results are different from those of the previous studies arguing that SNS has nothing to do with PER.

The Effects of Personal Characteristics, Internet Usage Characteristics and Exposure to Pornography on Anti-Social Sexual Perception Among College Students - Using Structural Equation Model Analysis (대학생의 개인특성, 인터넷 사용특성, 음란물 노출과 반사회적 성의식 간의 구조모형)

  • Yang, Hyun-Joo;Kim, Won-Soon
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.2
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    • pp.35-48
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    • 2021
  • This study is an attempt to establish a model and identify the relationship between the individual characteristics of college students, Internet usage characteristics, exposure to pornography, and anti-social sexual perception. The subjects of the study were 360 college students aged 18 or older in B city, and the collected data were analyzed using the IBM SPSS 21.0 and AMOS 22.0 programs. The goodness-of-fit index of the modified model met the acceptance criteria (𝛘2/df=2.786, GFI=.95, AGFI=.92, SRMR=.06, RMSEA=.07, NFI=.89, CFI=.93, TLI=.90). According to the results of path analysis, the variables that directly affect anti-social sexual perceptions of college students were personal characteristics and exposure to pornography, and the variable with indirect effect was the Internet usage characteristics. The biggest direct effect on anti-social sexual perception was exposure to pornography, and it was confirmed that exposure to pornography was directly affected by personal characteristics and Internet usage characteristics. Therefore, in order to reduce anti-social sexual perceptions among college students, measures should be taken to control personal characteristics and Internet usage characteristics that directly affect the level of exposure to pornography.

A Study on Cultural Characteristic Differences and Brand Attitude of Chinese Consumers (중국소비자의 문화적 특성 차이와 브랜드 태도에 관한 연구)

  • Kim, Ju-Won;Mun, Cheol-Ju;Kim, Yong-June
    • International Area Studies Review
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    • v.16 no.3
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    • pp.181-207
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    • 2012
  • This study explores and examines the impacts of the cultural characters on the brand attitude of Chinese regional consumers. This study used the 1,500 sample sized data collected from three major cities: Beijing, Shanghai and Guangzhou. We investigate that power distance, individualism/collectivism, uncertainty avoidance and long-orientation are statistically different across cities. The empirical studies show that individualism/collectivism and uncertainty avoidance have significant impacts on the brand attitude of Chinese regional consumers. We tested that the relationship between the brand power and the brand attitude is moderated by individualism/collectivism, the results indicate that the effect of the brand power on the brand attitude is moderated by uncertainty avoidance. These results imply that Chinese consumers' culture character of individualism/collectivism and uncertainty avoidance moderate their brand attitude. Based on this results, We suggested some implications for further market segmentation strategy, brand marketing strategy, and Chinese regional consumer culture research.

A Cross-Cultural Study of the Spiral of Silence Theory with Individualism-Collectivism and Uncertainty-Avoidance (문화적 차이에 따른 침묵의 나선 효과 검증)

  • Hong, Seong Choul
    • The Journal of the Korea Contents Association
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    • v.20 no.3
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    • pp.286-297
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    • 2020
  • This study explores how fear of isolation and willingness to speak out are affected by cultural values. The cross-cultural studies on the spiral of silent theory were conducted mostly in Eastern and Western countries and compared the results. It attributed to the results to the "individualist-collective" attitude difference. However, it did not explain the differences in the same individualism societies as well as in the collectivism societies. Thus, this study examined the impact of cultural values on the spiral of silence theory with 'individualism-collectivism' and 'uncertainty-avoidance'. To that end, the current study conducted online surveys in India, South Korea, the United States and Spain where have different levels of individualism, collectivism, and uncertainty-avoidance. As a result, individualism contributed to lower the fear of isolation, and collectivism and uncertainty avoidance have raised the fear of isolation. Besides, individualism and uncertainty avoidance also reinforce the willingness to speak out, while fear of social isolation has been shown to weaken the willingness to speak out. The study also found that fear of isolation has the mediated effect of individualism and collectivism on the willingness to speak out.

A Study on the Influencing Factors of Forest Trail Guide's Organizational Commitment: Focused on the Job Motivation (숲길체험지도사의 조직몰입 영향 요인에 관한 연구: 직무동기를 중심으로)

  • Ha, Siyeon;Lee, Yeonhee;Eom, Munseol;Jang, Jin
    • Journal of Korean Society of Forest Science
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    • v.105 no.4
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    • pp.496-504
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    • 2016
  • As people's interest in forest trail increases, it has reached a critical time to extend forest trail program. This study clarifies correlation between two variables, organizational commitment and job motivation and identifies the variations in organizational commitment level for job motivation so that the forest trail programs attain its object and meet users' satisfaction. As a result, first, job motivation can be divided into 'personal satisfaction', 'work value', and 'external reward and recognition'; the biggest motivation is 'personal satisfaction', followed by 'work value' and 'external reward and recognition'. Second, job motivation has a positive correlation with organizational commitment. Especially 'personal satisfaction' and 'external reward and recognition' have a positive impact on the organizational commitment. To sum up, the personal satisfaction has a greater impact on organizational commitment than other factors. Therefore, it is needed to draw up measures to increase their personal satisfaction like making them have self esteem from forest trail guide.

Measurements and Statistical Modeling of Man-made Noise (인위적인 전자파 잡음의 측정 및 통계적 모형)

  • 김종호;우종우;백락준;윤현보
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.9 no.2
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    • pp.159-170
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    • 1998
  • Man-made noise in PCS frequency range are measured using the three axis antennal with common port and the measured data are statistically treated for modeling. The can optimal parameters of the measured APD curves can be calculated fast by using the Composite Approximation Algorithm. The calculated APD parameters can reduce the EM-environments Data Base memory and also be applied to determine the output and sensitivity margin of the transmitter and the receiver.

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Correlation Analysis Between Online Public Opinion and Stock Price (SNS 여론과 주가지수의 상관관계 분석)

  • Hyun-Ji Kim;Sung-Ju Oh
    • Annual Conference of KIPS
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    • 2023.05a
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    • pp.394-395
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    • 2023
  • "이성적이며 이상적인 합리적 인간"을 가정하는 기존 경제학의 이론이 항상 실제 상황과 일치하지는 않는 것으로 알려져 있다. 이의 대안으로 나온 행동경제학은, 인간의 경제적 의사결정에 심리, 인지, 감정, 사회문화적 배경 등이 영향을 미친다고 본다. 본 연구에서는 행동경제학에 의거하여, 개인의 감정과 경험이 경제적 의사결정에 영향을 미치는지 여부를 빅데이터 모델을 활용하여 분석하였다. SNS 여론으로는 Reddit, 주가지수로는 S&P 500 을 선정하였다. 수집한 텍스트 데이터를 전처리와 감정분석을 통해 독립변수 값으로 사용했고, 주가지수 등락의 방향성을 종속변수로 사용하여 로지스틱 모형을 구성했다. 모델을 활용하여 분석한 결과 Public sentiment 와 Market sentiment 간 양의 상관관계를 확인할 수 있었다. 또한, lag 를 설정하는 모델이 정확도가 더욱 높음을 확인해, 기존 경제학의 EMH 와 대립되는 바를 확인할 수 있었다. 하지만 최적의 lag 산정을 위해, 더 광범위한 데이터를 바탕으로 한 후속연구가 필요하다.

A study on the Impact of risk Induction factors to stress (위험유발요인이 소방공무원의 스트레스에 미치는 영향에 관한 연구)

  • Hyun, Seong-Ho;Cha, Jeong-Min;Choi, Hee-Cheon;Kim, Yeong-Woo
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2011.11a
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    • pp.494-497
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    • 2011
  • 소방공무원은 가장 위험한 직업중 하나로 과로사부터 훈련이나 화재진압 현장에서의 사망에 이르기까지 생명의 위험에 노출되어 있다. 이러한 위험성은 소방공무원을 기타 다른 분야의 공무원들과 근본적으로 차이를 가지게 하는 특성으로 작용한다. 소방공무원을 둘러싼 위험을 유발하는 요소들은 치명적 사고로 이어질 수 있을 뿐만 아니라, 스트레스를 증가시키고 있다. 위험 유발 요소들은 제도적 요인, 문화적 요인, 그리고 개인적 경험으로 분류될 수 있고 다시 하위 항목으로 나뉠 수 있다. 본 연구에서는 소방공무원과 관련한 위험유발요인들이 스트레스라는 매개변수를 통해 소방공무원들의 조직몰입에 주는 영향을 고찰하였다.

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