• 대한산업공학회지
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• 제14권2호
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• pp.91-97
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• 1988

In accelerated life testing, a relationship is usually assumed between the stress and a parameter of the lifetime distribution. However, the true relationship is not usually known, and therefore, the experimenter may wish to provide protections against the likely departures from the assumed relationship. This paper considers an accelerated life test in which two stress levels are involved, and the lifetime of each test item at a stress level is assumed to have an independent, identical, exponential distribution. For the case where a first order relationship is assumed while the true one is quadratic, a procedure is developed for allocating test items to stress levels such that the bias and/or the variance of the estimated(log-transformed) mean lifetime at the use condition is minimized.

• 한국전문물리치료학회지
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• 제26권2호
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• pp.24-33
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• 2019

Background: Spontaneous use of the upper extremities on the affected side of patients with stroke is a meaningful indicator of recovery and may vary by the age or dominant hand of patients. No prior study has reported changes in actual amount of use test (AAUT) and motor activity log (MAL)-28 according to age and handedness in healthy adults, and AAUT inter-rater reliability for assessment of healthy adults. Objects: This study aimed to (1) research the differences in AAUT and MAL-28 according to age and handedness in healthy adults, and (2) determine the inter-rater reliability of the AAUT. Methods: Seventy healthy adults participated in this study. The MAL-28 was assessed by dividing 61 subjects into young right-handed ($n_1=20$), young left-handed ($n_2=21$), and older right-handed ($n_3=20$) groups. The AAUT was assessed by dividing 63 subjects into young right-handed ($n_1=25$), young left-handed ($n_2=18$), and older right-handed ($n_3=20$) groups. Student's t-test and the Wilcoxon signedrank test were used for statistical analysis. Results: The Amount of Use (AOU) scale values for each group showed no significant differences between age groups and handedness groups in the MAL-28 (p>.05). The AAUT AOU scale value showed significant differences regarding dominant handedness in the AAUT (p<.05), but no significant differences according to age (p>.05). (2) Inter-rater reliability of the AAUT was excellent, except few items (item 9, 11, and 12). Conclusion: Although both the MAL-28 and the AAUT measured how much participants used their dominant arms in healthy subjects, the AAUT only showed significantly higher dominant arm use in left hander than the right hander. In addition, the inter-rater reliability of the AAUT was excellent. Current results can be utilized as a basic information when clinicians develop rehabilitation strategies, and AAUT was shown to be a reliable evaluation tool for measurement of upper extremity use in Korean adults, based on the reliability demonstrated by this study.

• 한국산학기술학회논문지
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• 제10권11호
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• pp.3412-3417
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• 2009

본 연구는 저시력 환자와 정상인의 삶의 만족도를 상호 객관적으로 비교하고자 시행하였다. 다인성 저시력환자 20명과 그들의 나이와 유사하며 신체 건강한 정상인 20명을 대상으로 시기능설문지 NEI VFQ-25를 사용하여 구두로 평가하였다. 참가자 연령은 25세에서 78세까지 고루 분포하였으며 저시력 실험군의 평균값은 55.88$\pm$14.76이었으며 정상 대조군은 94.47$\pm$3.78로 나타났다. 저시력 실험군의 나이는 근거리 활동성과 가장 관련이 높았으며(r=-0.584) 그들의 시력은 주변시력과 관련이 가장 높은 것으로 나타났다(r=0.527). 저시력 환자의 삶의 만족도는 정상인에 비해 현저히 낮았으며 안구진탕이 일상생활에 큰 영향을 미칠 것으로 생각된다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제11권10호
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• pp.5023-5038
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• 2017

Big data is an emerging technology which deals with wide range of data sets with sizes beyond the ability to work with software tools which is commonly used for processing of data. When we consider a huge network, we have to process a large amount of network information generated, which consists of both normal and abnormal activity logs in large volume of multi-dimensional data. Intrusion Detection System (IDS) is required to monitor the network and to detect the malicious nodes and activities in the network. Massive amount of data makes it difficult to detect threats and attacks. Sequential Pattern mining may be used to identify the patterns of malicious activities which have been an emerging popular trend due to the consideration of quantities, profits and time orders of item. Here we propose a sequential pattern mining algorithm with fuzzy logic feature selection and fuzzy weighted support for huge volumes of network logs to be implemented in Apache Hadoop YARN, which solves the problem of speed and time constraints. Fuzzy logic feature selection selects important features from the feature set. Fuzzy weighted supports provide weights to the inputs and avoid multiple scans. In our simulation we use the attack log from NS-2 MANET environment and compare the proposed algorithm with the state-of-the-art sequential Pattern Mining algorithm, SPADE and Support Vector Machine with Hadoop environment.

• 한국산학기술학회논문지
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• 제13권9호
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• pp.4200-4206
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• 2012

최근 온라인 게임 산업이 급속도로 확장되었다. 하지만, 온라인 게임에서 봇 프로그램으로 인하여 다양한 게임 서비스 피해사례가 발생하고 있다. 특히, 게임 머니 및 아이템의 비정상적인 수집은 게임이 가지는 본연의 재미를 잃어버리게 하고, 궁극적으로 게임의 생명주기에 결정적으로 악영향을 미치게 된다. 본 논문은 게임 로그 데이터의 플레이 패턴을 이용한 봇 탐지 방법을 제안한다. 인간 플레이어로부터 봇과 차별화된 모델을 만들기 위해 인간 플레이어의 행동뿐만 아니라 봇 데이터도 분석에 활용한다. 실험에서는 서비스 중인 온라인 게임을 이용하여 사용자와 봇의 모델을 생성하고 유효한 결과를 확인하였다.

• 대한안전경영과학회지
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• 제17권1호
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• pp.45-52
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• 2015

The purpose of this investigation is to enhance the survival rate of patients by transporting them to the hospital within the golden hour through the operational improvement of emergency dispatch instruction. To this end, problems and improvements of current operating system were derived by carrying out a survey against paramedics of Incheon city in 2012 and analyzing the current emergency dispatch instruction. This study analyzed the emergency activity daily reports for one year from January 1 through December 31, 2012 and researched the consciousness of 119 emergency medical technician. According to the analysis of the survey, there were no meaningful differences in the on-site arrival times per triage. Therefore, the item of 'Emergency Classification' specified in the emergency dispatch instruction needs to be integrated in the scheme of "triage". Also, the feedbacks of the emergency action log and the emergency dispatch instruction are necessary for 'duty for operation' to review the adequacy to the severity after the end of emergency operation. Finally, the improvement of the system for the continuous communication between the paramedics and the command staff is necessary. This improvements as stated above are expected to contribute to raise survival rate of patients.

• 지역사회간호학회지
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• 제15권1호
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• pp.29-35
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• 2004

Purpose: The purpose of this study was to investigate the computer input frequency of blood glucose self testing in type2 diabetic patients, for three months. Method: 39 participants were recruited from the endocrinology outpatient department of a tertiary care hospital in an urban city. The computer input frequencies were measured by patients' log in and input of http://www.biodang.com. Glycosylated haemoglobin was determined by a high performance liquid chromatography technique and fasting blood glucose was analyzed by the glucose oxidase method. Diabetes knowledge was measured by a 19 item diabetes knowledge test. Results: The computer input frequency of before breakfast blood glucose was 33.5 for three months. The total blood glucose input frequency tended to be lower in female, aged patients, middle school graduates, those who have no spouse and job, those who have no insulin treatment, obese subjects, and hyperglycemia patients, than in their counterparts. The diabetic knowledge was positively correlated with the computer input frequency of blood glucose self testing. Conclusion: An educational program should be developed to increase the computer input frequency of blood glucose self testing in type2 diabetic patients.

• International Journal of Reliability and Applications
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• 제13권1호
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• pp.19-35
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• 2012

This paper presents an optimum design of step-stress partially accelerated life test (PALT) plan which allows the test condition to be changed from use to accelerated condition on the occurrence of fixed number of failures. Various life distribution models such as exponential, Weibull, log-logistic, Burr type-Xii, etc have been used in the literature to analyze the PALT data. The need of different life distribution models is necessitated as in the presence of a limited source of data as typically occurs with modern devices having high reliability, the use of correct life distribution model helps in preventing the choice of unnecessary and expensive planned replacements. Truncated distributions arise when sample selection is not possible in some sub-region of sample space. In this paper it is assumed that the lifetimes of the items follow Truncated Logistic distribution truncated at point zero since time to failure of an item cannot be negative. Optimum step-stress PALT plan that finds the optimal proportion of units failed at normal use condition is determined by using the D-optimality criterion. The method developed has been explained using a numerical example. Sensitivity analysis and comparative study have also been carried out.

• 현장농수산연구지
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• 제9권1호
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• pp.105-117
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• 2007

This study was carried to analyze the demonstrational cultivation process of selenium supplemented P. linteus and G. lucidum from 2005 to 2006 and ifs effect at Hochimin Agricultural Technology College(HATC) in Vietnam, according to the mutual contract between the Yunjung-nongwon, a fanning company in Korea and HATC. As a result of the demonstrational cultivation of selenium supplemented P. linteus and G. lucidum, the external aspect, such as size, thickness and color of the P. linteus and G. lucidum were very much high qualified comparing to the same strain P. linteus and G. lucidum generally cultivated in Korea. The major contribution factors to this high qualified mushroom product could be drawn as followings; keeping growing condition of the mushroom with precise data collection of Vietnam climate and weather, involvement of the various professors of Korea National Agricultural College(KNAC), maintenance of bio-technical security through the strain cultivation on the oak log in Korea, the Yunjung-nongwon manager's endeavor being consulted by the various professors of KNAC even to be a student of the agricultural chief executive officer(CEO) training course in KNAC and the HATC's constant cooperation to the mushroom demonstrational cultivation instead of the orchid which was originally contracted item.

• 한국엔터테인먼트산업학회논문지
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• 제14권7호
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• pp.511-518
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• 2020

본 연구의 목적은 만성 뇌졸중 환자를 대상으로 가속도계를 활용하여 측정된 환측과 건측의 사용량과 상지 기능 간 상관관계를 알아봄으로써, 임상 작업치료를 시행하는데 있어 유용한 자료를 제공하고자 하는 것이었다. 본 연구는 2019년 5월 2일부터 2020년 7월 18일까지 원주시에 위치한 Y병원에 내원해 있는 뇌졸중 환자를 40명을 대상으로 가속도계(Accelerometer), 퍼글 마이어 평가(Fugle-Meyer Assessment: FMA), 운동 활동 척도(Motor Activity Log: MAL), 연세 양손 활동 검사(Yonsei-Bilateral Activity Test: Y-BAT)을 측정하였다. 연구 결과, 건측의 사용량과 FMA, MAL의 사용량(Amount of Use: AOU), 움직임의 질(Quality of Movement: QOM), Y-BAT를 통한 양손 수행의 질과 만족도는 유의한 음의 상관관계를 나타냈으며, 환측의 사용량은 FMA, MAL의 AOU, QOM, 양손 수행의 질과 유의한 양의 상관관계를 나타냈다. 본 연구는 뇌졸중 환자에게 가속도계를 활용하여 측정한 환측과 건측의 실제 사용량이 상지기능 평가항목으로써 활용될 수 있는 가능성을 제시했다는 측면에서 연구의 의의가 있다고 할 수 있다.