• Title/Summary/Keyword: correlated data placement

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Exploiting a Statistical Threshold for Efficiently Identifying Correlated Pairs

  • Kim, Myoung-Ju;Park, Hee-Chang
    • Journal of the Korean Data and Information Science Society
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    • v.19 no.2
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    • pp.551-558
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    • 2008
  • Association rule mining searches for interesting relationships among items in a given database. Association rules are frequently used by retail stores to assist in marketing, advertising, floor placement, and inventory control. There are three primary quality measures for association rule, support and confidence and lift. If there is many item in the association rule, much time is required. Xiong(2004) studies new method which is to compute the support of upper. They used support of upper to the $^{\theta}$. But $^{\theta}$ is subjective. In this paper, we present statistical objective criterion for efficiently identifying correlated pairs.

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Exploiting a statistical threshold for efficiently identifying correlated pairs

  • Kim, Myoung-Ju;Park, Hee-Chang
    • 한국데이터정보과학회:학술대회논문집
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    • 2006.11a
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    • pp.197-203
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    • 2006
  • Association rule mining searches for interesting relationships among Items in a given database. Association rules are frequently used by retail stores to assist in marketing, advertising, floor placement, and inventory control. There are three primary quality measures for association rule support and confidence and lift. If there is many item in the association rule, much time is required. Xiong(2004) studies new method which is to compute the support of upper. They used support of upper to the $\theta$. But $\theta$ is subjective. In this paper, we present statistical objective criterion for efficiently identifying correlated pairs.

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Energy-efficient Correlated Data Placement Techniques for Multi-disk-based Mobile Systems (다중 디스크 기반 모바일 시스템 대상의 에너지 효율적인 연관 데이타 배치 기법)

  • Kim, Young-Jin;Kwon, Kwon-Taek;Kim, Ji-Hong
    • Journal of KIISE:Computer Systems and Theory
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    • v.34 no.3
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    • pp.101-112
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    • 2007
  • Hard disks have been the most prevalent secondary storage devices and these days their usage is becoming more important in mobile computing systems due to I/O intensive applications such as multimedia applications and games. However, significant power consumption in the disk drives still limits battery lifetimes of mobile systems critically. In this paper, we show that using several smaller disks (instead of one large disk) can be an energy-efficient secondary storage solution on typical mobile platforms without a significant performance delay. Also, we propose a novel energy-efficient technique, which clusters related data into groups and migrates the correlated groups to the same disk. We compare this method with the existing data concentration scheme, and also combine them. The experiments show that our technique saves the energy consumption up to 34% when a pair of 1.8' disks is used instead of a single 2.5' disk with a negligible increase in the average response time. The results also show that our method also saves up to 14.8% of disk energy consumption and improve the average I/O response time by up to 10 times over the existing scheme.

Measurement of Skull Size on Computed Tomography Images for Developing a Bone Conduction Headset Suitable for the Korean Standard Head Size

  • Ku, Cheol Hyo;Kim, Soo Won;Kim, Ji Young;Paik, Seung Won;Yang, Hui Joon;Lee, Ji Hyeon;Seo, Young Joon
    • Journal of Audiology & Otology
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    • v.24 no.1
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    • pp.17-23
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    • 2020
  • Background and Objectives: We aimed to measure the head dimensions on computed tomography (CT) images, to compare them to directly measured head dimensions, and to predict a new parameter of bone thickness for aiding bone conduction implant (BCI) placement. Subjects and Methods: We reviewed the facial and mandibular bone CT images of 406 patients. Their head sizes were analyzed using five parameters included in the 6th Size Korea project, and they were divided into age groups (ranging from the 10s to the 80s). We compared the head length, head width, sagittal arc, bitragion arc, and head circumference in the CT and Size Korea groups. We also added the parameter bone thickness for aiding BCI placement. Results: All the head size parameters measured using CT were significantly smaller than those measured directly, with head length showing the smallest difference at 7.85 mm. The differences in the other four parameters between the two groups according to patient age were not statistically significantly different. Bone thickness had the highest value of 4.89±0.93 mm in the 70s and the lowest value of 4.10±0.99 mm in the 10s. Bone thickness also significantly correlated with head width (p=0.038). Conclusions: Our findings suggested that the CT and direct measurements yielded consistent data. Moreover, CT enabled the measurement of bone sizes, including bone thickness, that are impossible to measure directly. CT measurements may complement direct measurements in the Size Korea data when used for developing bone conduction hearing devices (BCIs and headsets) for the Korean population.

Measurement of Skull Size on Computed Tomography Images for Developing a Bone Conduction Headset Suitable for the Korean Standard Head Size

  • Ku, Cheol Hyo;Kim, Soo Won;Kim, Ji Young;Paik, Seung Won;Yang, Hui Joon;Lee, Ji Hyeon;Seo, Young Joon
    • Korean Journal of Audiology
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    • v.24 no.1
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    • pp.17-23
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    • 2020
  • Background and Objectives: We aimed to measure the head dimensions on computed tomography (CT) images, to compare them to directly measured head dimensions, and to predict a new parameter of bone thickness for aiding bone conduction implant (BCI) placement. Subjects and Methods: We reviewed the facial and mandibular bone CT images of 406 patients. Their head sizes were analyzed using five parameters included in the 6th Size Korea project, and they were divided into age groups (ranging from the 10s to the 80s). We compared the head length, head width, sagittal arc, bitragion arc, and head circumference in the CT and Size Korea groups. We also added the parameter bone thickness for aiding BCI placement. Results: All the head size parameters measured using CT were significantly smaller than those measured directly, with head length showing the smallest difference at 7.85 mm. The differences in the other four parameters between the two groups according to patient age were not statistically significantly different. Bone thickness had the highest value of 4.89±0.93 mm in the 70s and the lowest value of 4.10±0.99 mm in the 10s. Bone thickness also significantly correlated with head width (p=0.038). Conclusions: Our findings suggested that the CT and direct measurements yielded consistent data. Moreover, CT enabled the measurement of bone sizes, including bone thickness, that are impossible to measure directly. CT measurements may complement direct measurements in the Size Korea data when used for developing bone conduction hearing devices (BCIs and headsets) for the Korean population.

The factors influencing the nursing practice readiness of new graduate nurses (신규간호사의 간호실무준비도에 영향을 미치는 요인)

  • Kim, Mi Young
    • The Journal of Korean Academic Society of Nursing Education
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    • v.29 no.4
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    • pp.395-404
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    • 2023
  • Purpose: The purpose of this study was to identify the factors influencing the nursing practice readiness of newly graduated nurses. Methods: The participants were 120 new nurses with 1 to 12 months of work experience at two tertiary hospitals in Seoul and Gyeonggi Province. The data were collected through an online questionnaire from February 6 to April 30, 2023. The collected data were analyzed using the IBM SPSS 25 program, and the independent t-test, Mann-Whitney U-test, ANOVA, Pearson's correlation coefficient, and a multiple regression analysis were performed. Results: The participants' nursing practice readiness was found to be positively correlated with their confidence in core nursing skill performance, satisfaction with clinical practice, satisfaction concerning simulation education, satisfaction regarding preceptorship, length of preceptorship and length of current unit placement. The regression analysis showed that the significant variables affecting nursing practice readiness were confidence in core nursing skill performance and satisfaction with clinical practice, and the explanatory power of the variables on nursing practice readiness was 36.0%. Conclusion: In order for newly graduated nurses to achieve nursing practice readiness, it is necessary to develop a nursing education program that can improve their confidence in core nursing skills performance and satisfaction with clinical practice in the nursing college curriculum and further research on the factors affecting nursing practice readiness is needed.

Endoscopic Third Ventriculostomy in Patients with Shunt Malfunction

  • Lee, Seung-Hoon;Kong, Doo-Sik;Seol, Ho-Joon;Shin, Hyung-Jin
    • Journal of Korean Neurosurgical Society
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    • v.49 no.4
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    • pp.217-221
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    • 2011
  • Objective : This paper presents data from a retrospective study of endoscopic third ventriculostomy (ETV) in patients with shunt malfunction and proposes a simple and reasonable post-operative protocol that can detect ETV failure. Methods : We enrolled 19 consecutive hydrocephalus patients (11 male and 8 female) who were treated with ETV between April 2001 and July 2010 after failure of previously placed shunts. We evaluated for correlations between the success rate of ETV and the following parameters : age at the time of surgery, etiology of hydrocephalus, number of shunt revisions, interval between the initial diagnosis of hydrocephalus or the last shunt placement and ETV, and the indwelling time of external ventricular drainage. Results : At the time of ETV after shunt failure, 14 of the 19 patients were in the pediatric age group and 5 were adults, with ages ranging from 14 months to 42 years (median age, 12 years). The patients had initially been diagnosed with hydrocephalus between the ages of 1 month 24 days and 32 years (median age, 6 years 3 months). The etiology of hydrocephalus was neoplasm in 7 patients; infection in 5; malformation, such as aqueductal stenosis or megacisterna magna in 3; trauma in 1; and unknown in 3. The overall success rate during the median follow-up duration of 1.4 years (9 days to 8.7 years) after secondary ETV was 68.4%. None of the possible contributing factors for successful ETV, including age (p=0.97) and the etiology of hydrocephalus (p=0.79), were statistically correlated with outcomes in our series. Conclusion: The use of ETV in patients with shunt malfunction resulted in shunt independence in 68.4% of cases. Age, etiology of hydrocephalus, and other contributing factors were not statistically correlated with ETV success. External ventricular drainage management during the immediate post-ETV period is a good means of detecting ETV failure.

Sense of Control, Social Support, Depression, and Adjustment of Nursing Home Residents (장기요양시설 입소노인의 자기 통제감, 사회적 지지, 우울과 적응)

  • Chang, Ae-Kyung;Park, Yeon-Hwan
    • Korean Journal of Adult Nursing
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    • v.22 no.5
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    • pp.519-528
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    • 2010
  • Purpose: The purposes of this study were to examine the relationships among the sense of control, social support, depression and nursing home adjustment, and to identify the influencing factors of nursing home adjustment in nursing home residents. Methods: The study design was a cross-sectional descriptive study. Data were collected from May to June of 2010 using structured questionnaires from 212 elderly residents without dementia from 15 nursing homes. Results: The levels of nursing home adjustment depended on the self-rated health, the voluntary institutionalization, and the length of stay. The nursing home adjustment was significantly correlated with a sense of control, social support and depression. The five most influential factors affecting adjustment were self-rated health, placement decision maker, the length of stay, a sense of control and depression, which explained about 51.5% of the variances. Conclusion: The findings reflect the importance of voluntary institutionalization, a sense of control, avoiding depressive mood and social support which facilitate residents' adjustment. These results can provide guidance for nursing interventions to facilitate nursing home adjustment.

Evaluation of the Volume Changes of Grafted Bone Materials in Sinus Augmentation Procedure Using Dental Cone-beam CT (치과용 Cone-beam CT를 이용한 상악동 골 이식 후 나타난 골 이식재의 부피 변화평가)

  • Ohn, Byung-Hun;Seon, Hwa-Kyeong;Chee, Young-Deok
    • Journal of Dental Rehabilitation and Applied Science
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    • v.29 no.1
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    • pp.23-36
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    • 2013
  • To evaluate the 3-dimensional features of the grafted bone with maxillary sinus augmentation and to assess the relation between the degree of bone resorption and the type of bone grafting source and implant, and the operation method. A retrospective chart review of patients receiving sinus augmentation procedures for implant positioning was conducted: radiographic analysis of the volume and area of bone grafts was performed. The volumetric remodeling.measured at 6 months after implant positioning as the percentage of residual bone graft.was correlated to type of graft materials and operation methods. 53 dental implants positioned with sinus bone graft in 15 patients at Wonkwang University Sanbon Dental Hospital. Computed tomography scans,taken implant positioning after 6 months, showed greater resorption values for the group of $Puros^{(R)}$ graft alone from the group of mixed with $Puros^{(R)}$ and various bone graft (P<0.05, respectively). And resorption values according to operation methods have statistically significant difference(P<0.05). Volume change ratio of bone graft showed greater values for the group of delayed implant position from the group of simultaneously implant placement with bone graft. Retrospective data analysis shows that the method of graft with $Puros^{(R)}$ alone may occur greater resorption of graft materials than mixed graft material with $Puros^{(R)}$ and other graft materials. The group of simultaneously implant placement with bone graft also display smaller resorption ratio of bone graft than the group of delayed implant placement.

The Effects of Clinical Nurses' Resilience and Social Problem-Solving Ability on Burnout (임상간호사의 회복탄력성과 사회적 문제해결능력이 소진에 미치는 영향)

  • Kim, Min Jung;Park, Yeong Sook;Kwon, Yunhee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.2
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    • pp.1284-1291
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    • 2015
  • This study was conducted as a descriptive study with the aim of identifying the effects of clinical nurses' resilience and social problem solving abilities on burnout. Data collection for the study was carried out between May $30^{th}$ and June $19^{th}$, 2013 by surveying 192 clinical nurses working in university medical centers and general hospitals located in D city. Measures were subjects' resiliency, social problem solving abilities, and burnout. For the analysis of the data, the statistical methods of frequency, mean and standard deviation, t-test, ANOVA, Pearson's correlation coefficients, and multiple regression analysis were employed. When the category of burnout was analyzed by general features, placement in a desired department and size of hospital, there were significant differences. Burnout correlated negatively with resilience and social problem solving abilities. Factors affecting clinical nurses' burnout were identified in the order of resilience, size of hospital, social problem solving abilities, and placement in a desired department and the explanatory power was 43.1%. The findings of the study indicate that in order to decrease clinical nurses' burnout, their resilience and social problem solving abilities have to be enhanced.