• 한국콘텐츠학회논문지
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• 제22권10호
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• pp.723-732
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• 2022

최근 들어 기업정보 시스템의 성공적인 활용은 기업의 효과적인 전략 수행과 기업 경영 목적 달성에 핵심적인 역할을 하고 있다. 기업정보 시스템의 도입 성공 여부를 결정하는 인자 중의 하나가 시스템 활용도로서, 정보시스템 활용도를 측정하는 효과적인 방안을 마련하는 것은 기업 경영에서 매우 중요하다. 본 연구에서는 프로세스 마이닝 기법을 이용한 로그 데이터 분석을 통해 정보 시스템 활용도를 평가한다. 즉, 기본적인 접속 로그 통계뿐만 아니라 정보시스템을 실제로 사용하는 순서를 패턴화하고 유사 사용 기능을 군집화하여, 정보시스템 설계시에 예상하였던 시스템 사용 순서/기능과 실제 현황을 비교함으로써 기존 정보시스템을 개선하거나 확장하는데 피드백을 제공하고자 한다.

• 가정간호학회지
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• 제29권2호
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• pp.216-224
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• 2022

Purpose: This study aimed to investigate the influence of the perception of the importance of patient safety management and culture on employees' safety performance in small and medium -sized hospitals. Methods: The participants comprised 119 hospital employees, including nurses, doctors, and medical technicians. Data were analyzed through descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients, and multiple regression analysis using the SPSS program. Results: The mean safety performance was 4.09±0.34, mean safety compliance was 4.12±0.44, and safety participation was 4.06±0.38. There were significant differences in safety performance by gender and job. Safety performance and its assocation with both perception of importance on patient safety management and, perception of patient safety culture showed a positive correlation. Safety performance was influenced by the perception of patient safety culture. The explanatory power was 15.7%. Conclusion: Based on these results, improving the perception of patient safety culture is necessary to increase safety performance. To this end developing and applying an interprofessional safety performance education program for employees in small and medium-sized hospitals is vital.

• 응용통계연구
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• 제32권2호
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• pp.229-263
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• 2019

우리나라 출산율은 2000년 이후 빠르게 감소하고 있으며, 시도별 출산율도 대체적으로 동일한 추이를 나타내고 있다. 특히 시도별 출산율은 지방자치단체에서 저출산 고령화 대책, 교육 및 복지 등의 지역정책을 마련하기 위한 필수 자료이다. KOSTAT (2017) 시도별 출산율 추계 방법은 최근 10년(5년)간 전국 평균 출산율 정보를 이용하고 있으므로 이질적인 시도별 추이를 반영하는데 한계점이 있다. 따라서 본 연구에서는 시도별 출산율 추계에서 중요한 연도별 안정적 패턴 유지와 시도 출산율 차별성을 동시에 고려하는 개선방안을 제시하고자 한다. 본 연구에서 제안한 방법(제안 1, 2)는 연도별 출산율의 시계열 자료를 활용함으로써 연령별로 과거부터 현재까지의 출산율의 변동추이 및 전국과 시도의 차이를 반영할 수 있는 장점이 있다. 또한 제안3은 전국과의 관계는 고려하지 않고 시도의 연령별로 출산율의 과거부터 현재까지의 독자적 추이를 반영한다. 연구결과 우리나라의 경우 전국 출산율과 시도 출산율 패턴이 유사하므로 제안1, 2와 같이 시도 출산율 예측시 전국과의 관계를 이용하는 게 바람직하다 볼 수 있다. 이런 제안은 연령별 출산율 추이에 안정성을 개선시켰다.

• 응용통계연구
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• 제37권2호
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• pp.209-224
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• 2024

화자검증(speaker verification)이란 두개의 음성 데이터로부터 같은 화자의 목소리 인지 아닌지를 판단하는것을 말한다. 범죄현장에서 범인의 목소리만이 증거로 남는경우, 두개의 목소리를 객관적이고 정확하게 비교할 수 있는 화자 검증 시스템 또는 화자 매칭 시스템의 구축이 시급하다. 본 연구에서는 한국어에 대한 화자검증 딥러닝 모형을 새롭게 구축하고, 학습에 필요한 적절한 형태의 학습데이터셋에 대해 연구한다. 음성데이터는 고차원이면서 백그라운드 노이즈를 포함하는 등의 변동성이 큰 특징이 있다. 따라서 화자 검증 시스템을 구축하기위해 딥러닝 기반의 방법 선택하는경우가 많다. 본 연구에서는 ECAPA-TDNN 모형을 선택하여 화자 매칭 알고리즘을 구축하였다. 구축한 모형을 학습시키는데 사용한 Voxceleb은 대용량의 목소리 데이터로 다양한 국적을 가진 사람들로부터 음성데이터를 포함하지만 한국어에 대한 정보는 포함하지 않는 다. 본 연구에서는 한국어 음성데이터를 학습에 포함시켰을때와 포함시키지 않았을때 학습 데이터 내 해당언어의 존재 유무가 모델의 성능에 미치는 영향에 대해 파악하였다. Voxceleb으로만 학습한 모델과 언어와 화자의 다양성을 최대로 하기 위해 Voxceleb과 한국어 데이터셋을 결합한 데이터셋으로 학습한 모델을 비교하였을 때, 모든 테스트 셋에 대해 한국어를 포함한 학습데이터의 성능이 개선됨을 보인다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제8권8호
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• pp.2814-2832
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• 2014

As information society matures to an even higher level and as information technology becomes a necessity to our everyday lives, the needs to develop, support and satisfy personal and social needs without the limitation of time, space, and location have become a vital point to everyday lives. Smartphone users are increasing at a staggering rate but the research on mobile-Learning model and the implementation of m-Learning scenario are still behind the needs of the users. Therefore, this paper focuses on the design of 'repeatable and short-spanned m-Learning model' to meet the needs of the learners who are on the go and on the move with their smartphones. Smartphone users frequently reach out for their phones but compare to the frequencies, the actual span of time they spend per use are relatively and surprisingly short. One way to understand this phenomenon is that the users tend to immediately replace their smartphones with laptops or desktops whenever they are available. A leaning model was needed to reflect this short and frequent use, a use that is solely based on the smartphone environment. This proposed learning model first defines this particular setting and implements the model to real smartphone users over an 8 week period. To understand whether different learning backgrounds can influence this model, different schools with online and offline learning channels participated in the experiment. User survey was conducted after the experiment to get a better understanding of the smartphone users. Pretest and posttest were conducted before and after the experiment and the data were validated and analyzed using SPSS version 18.0 for PC. Preliminary descriptive statistics, multiple regression and cross validation was conducted for the analysis. The results showed that the proposed English Listening and Comprehension Mobile Digital Textbook (ELCMDT) had a positive effect on the learners in general and was more effective for learners who were already experienced with online learning.

• 대한수학회지
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• 제44권5호
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• pp.1163-1184
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• 2007

In this presentation dedicated to the tricentennial birth anniversary of the great eighteenth-century Swiss mathematician, Leonhard Euler (1707-1783), we begin by remarking about the so-called Basler problem of evaluating the Zeta function ${\zeta}(s)$ [in the much later notation of Georg Friedrich Bernhard Riemann (1826-1866)] when s=2, which was then of vital importance to Euler and to many other contemporary mathematicians including especially the Bernoulli brothers [Jakob Bernoulli (1654-1705) and Johann Bernoulli (1667-1748)], and for which a fascinatingly large number of seemingly independent solutions have appeared in the mathematical literature ever since Euler first solved this problem in the year 1736. We then investigate various recent developments on the evaluations and representations of ${\zeta}(s)$ when $s{\in}{\mathbb{N}}{\backslash}\;[1],\;{\mathbb{N}}$ being the set of natural numbers. We emphasize upon several interesting classes of rapidly convergent series representations for ${\zeta}(2n+1)(n{\in}{\mathbb{N}})$ which have been developed in recent years. In two of many computationally useful special cases considered here, it is observed that ${\zeta}(3)$ can be represented by means of series which converge much more rapidly than that in Euler's celebrated formula as well as the series used recently by Roger $Ap\'{e}ry$ (1916-1994) in his proof of the irrationality of ${\zeta}(3)$. Symbolic and numerical computations using Mathematica (Version 4.0) for Linux show, among other things, that only 50 terms of one of these series are capable of producing an accuracy of seven decimal places.

• Asian Pacific Journal of Cancer Prevention
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• 제17권10호
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• pp.4723-4727
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• 2016

Background: There are substantial differences in the mortality rates of stomach cancer among the 47 prefectures in Japan, and Aomori prefecture is one of the most severely impacted. The aims of this study were to determine the incidence and mortality rates of stomach cancer in Aomori prefecture in comparison with Japan as a whole and cast light on reasons underlying variation. Methods: Data on stomach cancer cases were extracted from the Aomori Cancer Registry Database. Incidence rates for specific stages at the time of diagnosis were cited from Monitoring of Cancer Incidence in Japan, and mortality rates for stomach cancer in Aomori prefecture and the whole of Japan were obtained from Vital Statistics. Age-standardised incidence and mortality rates were calculated using the direct method. Results: The age-standardised incidence rate of stomach cancer in Aomori prefecture was higher than in the whole of Japan for males but lower for females. However, the age-standardised mortality rates were higher in Aomori prefecture in both sexes. The proportion of localised cancers was lower in Aomori prefecture than in the whole of Japan for most age groups. Conclusions: The lower rate for localised cancer suggests that higher age-standardised mortality rates are due to delays in diagnosis, despite an attendance rate for stomach cancer screening was higher in Aomori prefecture than in the whole of Japan. One plausible explanation for the failure of successful early detection might be poor quality control during screening implementation that impedes early detection.

• 응용통계연구
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• 제28권4호
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• pp.763-779
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• 2015

본 연구에서는 소득계층별로 노후에 필요한 소득대체율을 추정하고 이를 달성하기 위한 연금 및 비연금 소득원의 역할 분담을 논하고 있다. 그 동안 노후소득보장 수준을 논함에 있어 노후빈곤 문제에 초점을 두다 보니 노후의 필요소득 수준에 대한 논의는 상대적으로 적었다. 이러한 관점에서 동 연구에서는 노후생활을 위한 평균적인 필요소득대체율 뿐만 아니라(전체 51.3%), 소득계층별로 필요소득대체율을 산출하고 있다(빈곤층 177.6%, 중산층 68.1%, 고소득층 29.3%). 또한 소득계층별 필요소득대체율이 현실의 실현소득대체율과 얼마나 격차가 있는 지를 살펴보았으며, 이를 통해 소득원별 역할 분담이 필요하다는 시사점을 끌어내고 있다. 즉, 목표소득대체율을 달성하기 위해 현 노인세대의 경우 연금으로만 충당하기 어려우므로 비연금 소득원을 적극 활용할 필요가 있음을 제시하였다. 한편 미래의 노인세대(현 근로세대)는 무엇보다 연금소득 마련이 중요할 것이라는 점에서 공적연금을 통한 탈빈곤, 사적연금을 통한 중산층 이상의 삶을 마련할 수 있도록 준비할 필요가 있음을 제안하고 있다.

• 보건의료산업학회지
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• 제7권3호
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• pp.287-296
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• 2013

The aim of this study was to compare the regional difference of death from intentional self-harm. The analysis was based on data of intentional self-harm deaths (31,450) from the 2010-2011 vital statistics of Korea. The suicide rate (per 100,000 population) was 46.2 in male and 22.3 in female. Gender ratio (male / female) of suicide rate was 2.07, and Jeju province had the lowest gender ratio (1.82), and Chungbuk province had the highest gender ratio (2.42). In the age-gender standardized death rate (per 100,000) of self-harm by region, the highest suicide rate was observed in Gangwon province (44.8) and Chungnam province (44.3), and the lowest in Seoul metropolitan city (28.9) and Ulsan metropolitan city (29.2). There was a significant increase in the rate of suicide in city areas (odds ratio: 1.11, 95% CI: 1.08-1.13), county areas (1.62, 1.56-1.67) as compared with the rate of suicide in metropolitan areas. The commonest methods of suicide were hanging (53.7 percent), self-poisoning by pesticides (16.8 percent) and jumping from a height (14.3 percent). The methods used for suicide differed between rural (county) and urban areas (metropolitan city and city). In county areas, 43 percent of suicides used pesticides as compared to only 7-18 percent of those in urban areas. In urban areas, jumping was more common (13-17 percent vs. 6 percent). There were no difference in hanging between urban and rural areas. The odds ratio of death by pesticides was 9.86 in rural areas compared with death rate of metropolitan areas. The odds ratio of death by jumping was 0.59 in rural compared with death rate of metropolitan areas.

• 산경연구논집
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• 제8권2호
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• pp.21-31
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• 2017

Purpose - The total amount of advanced Corporate Pension Insurance products exceed 148 trillion Korean Won at the end of 2016. For a firm with over 300 employees, when a bill on compulsion of introduction of Corporate Pension Insurance products, currently pending in court, is passed, Corporate Pension shall be an essential. The findings of the paper will provide a guideline for understanding on firm's attributes and its effects towards introduction of Corporate Pension Insurance products. Research design, data, and methodology - The data were collected using statistics of employer panel survey from Korea Labour Institute in 2013. The study analyses a sample survey on 1,775 outstanding enterprises and their HR department among whole corporations in Korea. For analysis of data, empirical testing by Logistic Regression was utilized. Results - As an outcome of empirical testing, variables on share of regular employees and the aged employees in over 50's generates a significant statistical meaning. It eventually gives a great impact on purchase of Corporate Pension scheme. Moreover, variables on corporate financial statement, current sales, current net income, total amount of the debts, labor cost per person also has a vital influence on introduction of Corporate Pension Insurance products. Lastly, variables on firm's labor relationship have no effect except for the execution or non-execution of HR consulting. Meanwhile, Variables affecting a choice on pension schemes types among firm's attributes are a share of regular employees, current net income, execution or non-execution of HR consulting etc. These variables represents a statistical implication. According to their each features, they prefer DB or DC plan. Conclusions - Introduction of corporate pension scheme is apposite to contemporary Korea's situation entering a hyper-aging society and firms with a high share of regular employees, the weight of aging, current sales, current net income and labor cost per person are exceedingly active in purchasing Corporate Pension Insurance products. However, after the introduction of corporate pension scheme, firms which has an implementation of consultation on human resource management, flexible benefits plan, job security and welfare system prefer DC plan whereas from financial perspective firms with high net income prefer DB plan.