• 한국통계학회:학술대회논문집
• /
• 한국통계학회 2002년도 춘계 학술발표회 논문집
• /
• pp.183-188
• /
• 2002

Multiple imputation, proposed by Rubin, is a procedure for handling missing data. One of the attractive parts of multiple imputation is the simplicity of the variance estimation formula. Because of the simplicity, it has been often abused and misused beyond its original prescription. This paper provides the bias of the multiple imputation variance estimator for a linear point estimator and discusses when the bias can be safely neglected.

• International Journal of Computer Science & Network Security
• /
• 제23권6호
• /
• pp.99-106
• /
• 2023

Now a days, large volumes of data is accumulating in every field due to increase in capacity of storage devices. These large volumes of data can be applied with data mining for finding useful patterns which can be used for business growth, improving services, improving health conditions etc. Data from different sources can be combined before applying data mining. The data thus gathered can be misused for identity theft, fake credit/debit card transactions, etc. To overcome this, data mining techniques which provide privacy are required. There are several privacy preserving data mining techniques available in literature like randomization, perturbation, anonymization etc. This paper proposes an Enhanced Hybrid Privacy Preserving Data Mining(EHPPDM) technique. The proposed technique provides more privacy of data than existing techniques while providing better classification accuracy. The experimental results show that classification accuracies have increased using EHPPDM technique.

• 품질경영학회지
• /
• 제30권3호
• /
• pp.38-52
• /
• 2002

This paper is concerned with the analysis of structural equation model(SEM) with the ordinal data such as Likert scale. The SEM is misused when the arbitrary scores allocated to the Likert scale are treated as quantitative data. The underlying distribution approaches have been studied to solve this problem, and the partial least squares(PLS) Is also tried. In this paper the quantification methods for the Likert scale are proposed to analyze the SEM. We assume that the Likert scale is an observation of the interval of the continuous underlying distribution, and the respondents have their own patterns in the response of some questions. Normal and beta distributions as the response patterns are considered to quantify the Likert scale. To compare the efficiency of the proposed method the bootstrap simulations are tried.

• Journal of the Korean Data and Information Science Society
• /
• 제14권3호
• /
• pp.511-523
• /
• 2003

Internet has become an important part of teenagers' life and has changed the life style of teenagers. Internet can be an useful tool for educating teenagers and also can be misused as a cyberspace for social problems. Recognizing that teenagers spend most of their free time enjoying internet and they form their own new life culture, it is needed to develop practical strategies for maximizing the positive effect of internet on the teenagers' culture. The purpose of this research is to suggest a desirable way for forming teenagers' healthy internet-based culture. The research was conducted by the survey of teenagers in the city of Pyongtaek on their use of internet and their problems The survey shows that most of teenagers are using internet in order to release the stress and most of them are hooked on it. It also indicates that cyber police and volunteer groups should be formed to help the desirable teenagers' internet-based culture.

• International journal of advanced smart convergence
• /
• 제10권2호
• /
• pp.10-14
• /
• 2021

Today people adopt various contents from their mobile devices which lead to numerous platforms. As technology of 5G, IOT, and smart phone develops, the number of people who create, edit, collect, and share their own videos, photos, and articles continues to increase. As more contents are shared online, the numbers of data being stolen continue to increase too. To prevent these cases, an authentication method is needed to encrypt the content and prove it as its own content. In the report, we propose a few methods to secure various misused content with secondary security. A unique private key is designed when people create new contents through sending photos or videos to platforms. The primary security is to encrypt the "Private Key" with a public key algorithm, making its data-specific "Timeset" that doesn't allow third-party users to enter. For the secondary security, we propose to use Message Authentication Codes(MACs) to certify that we have produced the content.

• 정보보호학회논문지
• /
• 제31권4호
• /
• pp.841-852
• /
• 2021

바이오인식은 각 개인의 신체적, 생리적, 행동적 특성을 자동화된 장치로 측정하여 이를 등록한 후, 개인을 식별하거나 인증하는 기술을 말한다. 그런데, 여기서 사용되는 바이오인식 정보는 개인을 식별할 수 있으므로 개인정보에 해당된다. 따라서, 이것이 유출되거나 오용되었을 때 정보주체의 프라이버시에 부정적인 영향을 미치게 된다. 본 논문에서는 바이오인식 정보와 관련된 국내의 법적 현황을 살펴보고 이와 관련된 침해현황을 살펴본다. 이어서 대표적인 바이오인식 응용 모델을 도출하고, 각각에 대한 취약점 및 대책 방안을 논의한다. 최종적으로 바이오인식 시스템의 개발자와 서비스제공자를 위해 바이오인식 정보의 보호를 위한 수칙을 제시한다.

• 한국학교수학회논문집
• /
• 제14권3호
• /
• pp.277-293
• /
• 2011

본 논문은 수학문제해결 과정에서 고등학교 1학년 학생들이 공통적으로 범하는 실수 즉 오류를 분석을 통하여 수학의 교수학습방법의 보완을 위한 범례를 제시하고자 한다. 교사들 에게 제공되는 학생들의 수학적 지식에 대한 이해 정도 및 쉽게 빠지는 오류, 수학문제에 접근하는 방법 및 잘못된 해결 전략 등의 정보는 대체로 학생들의 오류를 분석함으로써 얻어 질 수 있다. 실제로 많은 학생들이 고교수학을 어렵게 느끼는데 그 중 특히 '함수'문제에서 막연한 어려움과 부담감을 느끼며 함수와 관련된 문제풀이에서 많은 실패를 겪고 있다. 구체 적으로 본 연구에서는 고등학교 1학년 학생들의 함수단원 문제해결 과정에서 보이는 오류를 분석하여 함수단원 수학문제해결능력을 키우고자 충남의 ${\bigcirc}{\bigcirc}$고등학교 1학년 학생 90명을 대상으로 함수단원 8문제로 구성된 검사지를 풀게 하고 그것을 토대로 오류를 분석하였다. 그 결과 학생들의 오류에서 몇 가지 공통적인 패턴이 있음을 발견하고 이것을 7가지 오류 분류 패턴을 설정하고 이를 분석하여 이를 보완할 수 있는 방법을 탐구하였다. 본 연구에서 나타난 결과를 토대로 학교현장에 투입하여 수학교육의 개선에 도움이 되길 기대한다.

• East Asian mathematical journal
• /
• 제30권4호
• /
• pp.527-544
• /
• 2014

The purpose of this thesis is to analyze mathematical errors in descriptive problems of the Mathematics Level Assessment(MLA) which is conducted in P University. We classified mathematical errors, which are easily made in solving the descriptive problems of the MLA, into nine types as misused data, misinterpreted language, logically invalid inference, misunderstood theorem or definition, unmatched solution, technical errors, omission of solving process, ambiguous errors, and unattempted errors. With classifying the errors in nine types, we analyzed the errors of students, who are in intermediate and low level grades, by descriptive problems. On the basis of these analysis results, we suggest plans for improving the implementation of the MLA and the teaching-learning methods about College General Mathematics.

• 한국간호교육학회지
• /
• 제16권2호
• /
• pp.330-338
• /
• 2010

Purpose: This study was conducted to investigate performance of self-monitoring of blood glucose and the utilization of results for people with type II diabetes. Method: Data was collected from 177 patients with type II diabetes using a questionnaire from August to September, 2009. Result: Most participants performed self-monitoring of blood glucose in the correct way while some misused the lancet or test strips. In the utilization of results for self-monitoring blood glucose data, 62% of participants always recorded the data, 46% always understood the cause for hyperglycemia or hypoglycemia, 25% changed their diet, 23% regulated their exercise-amount, and 11% of participants adjusted the drug dosage. There were significant differences in the performance of self-monitoring of blood glucose and the utilization of results according to the characteristics in the self-monitoring subjects such as awareness of HbA1c, target fasting glucose level, target fasting glucose level 2 hours after meal etc. Conclusion: Systemic self-monitoring of blood glucose education which includes the utilization of self-monitoring of blood glucose needs to be developed for type II diabetic patients.

• 한국인구학
• /
• 제7권1호
• /
• pp.78-123
• /
• 1984

This study is attempting to examine the possible determinants of the rise of the sex ratio at birth from 106 to 110 in past decade in Taiwan. The basic hypothesis for the sudden rise of the sex ratio at birth is due to a combination of prenatal sex determination and abortion. The reasoning for this hypothesis involves three types of considerations - motivation, norm, and access. The theory is evaluated by analyzing data from birth registration and a large and representative sampie of Taiwanese wives of childbearing age. The empirical data seem to support the theoretical preposition and the basic hypothesis that the rise of the sex ratio at birth in Taiwan is due to a combination of prenatal sex determination and abortion. There is striking evidence of son-preference in the rise of the sex ratio at birth in higher birth order. In 1990 the sex ratio was 119 for third births and 128 for fourth and fifth births compared to the expected 106. Also, the 1991 KAP data indicated that women who have only daughters but no any son are more likely to make prenatal sex screening and terminate their pregnancies in male live births at higher birth order. Obviously, genetic diagnosis through chorionic villus sampling which was available in recent years was misused for prenatal sex determination and sex selective abortion.