• Title/Summary/Keyword: use of observed data

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A Study on User Behavior Analysis for Deriving Smart City Service Needs (스마트시티 서비스 니즈 도출을 위한 사용자 행위 분석에 관한 연구)

  • An, Se-Yun;Kim, So-Yeon
    • The Journal of the Korea Contents Association
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    • v.18 no.7
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    • pp.330-337
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    • 2018
  • Recently, there has been a growing interest in user-centered smart city services. In this study, user behavior analysis was performed as a preliminary study for user - centered smart city service planning. In particular, we will use GIS based location analysis data and video ethonography methodology to derive smart city service direction and needs. In this study, the area of Daejeon Design District selected as the Smart City Test bed was selected as the survey area and the location analysis data of the traffic accident analysis system of the road traffic corporation and the fixed camera We observed user's behavior type and change with image data extracted through the technique. Location analysis data is classified according to the type of accident, and image data is classified into 11 subdivided types of user activities. The problems and specificities observed were analyzed. The user behavior characteristics investigated through this study are meaningful to provide a basis for suggesting user - centered smart city services in the future.

An Analysis of Science Teachers’ Stages of Concern and Levels of Use on Descriptive Assessment

  • Kim, Sungki;Paik, Seounghey
    • Journal of the Korean Chemical Society
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    • v.60 no.5
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    • pp.353-361
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    • 2016
  • The goal of this study was to examine the current status of science teachers’ stage of concern (SOC) and level of use (LoU) on descriptive assessment and determine the relationship between SoC and LoU. To achieve this, concerns-based adoption model (CBAM) was used, and a survey was conducted on 138 science teachers. The data from this study were analyzed by frequency analysis, percentile analysis based on CBAM, χ2 test, and Spearman correlation analysis. SoC and LoU of the science teachers observed in this study are as follows. First, the science teachers’ overall SoC for the descriptive assessment was low and showed a typical pattern of the initial stage when the program was introduced. Second, LoU analysis on descriptive assessment showed that the “mechanical Use” (N=49, 35.5%) or “routine” (N=48, 34.8%) accounted for the majority. Third, the Spearman correlation between SoC and LoU on descriptive assessment was .299(p<.01). This suggests that teachers’ SoC needs to be increased in order to promote higher LoU on descriptive assessment, which requires new alternative measures.

Use of the t-Distribution to Construct Seismic Hazard Curves for Seismic Probabilistic Safety Assessments

  • Yee, Eric
    • Nuclear Engineering and Technology
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    • v.49 no.2
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    • pp.373-379
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    • 2017
  • Seismic probabilistic safety assessments are used to help understand the impact potential seismic events can have on the operation of a nuclear power plant. An important component to seismic probabilistic safety assessment is the seismic hazard curve which shows the frequency of seismic events. However, these hazard curves are estimated assuming a normal distribution of the seismic events. This may not be a strong assumption given the number of recorded events at each source-to-site distance. The use of a normal distribution makes the calculations significantly easier but may underestimate or overestimate the more rare events, which is of concern to nuclear power plants. This paper shows a preliminary exploration into the effect of using a distribution that perhaps more represents the distribution of events, such as the t-distribution to describe data. The integration of a probability distribution with potentially larger tails basically pushes the hazard curves outward, suggesting a different range of frequencies for use in seismic probabilistic safety assessments. Therefore the use of a more realistic distribution results in an increase in the frequency calculations suggesting rare events are less rare than thought in terms of seismic probabilistic safety assessment. However, the opposite was observed with the ground motion prediction equation considered.

IRAS 09425-6040: A Silicate Carbon Star with Crystalline Dust

  • Suh, Kyung-Won;Kwon, Young-Joo
    • The Bulletin of The Korean Astronomical Society
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    • v.37 no.2
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    • pp.140.2-140.2
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    • 2012
  • The silicate carbon star IRAS 09425-6040 shows very conspicuous crystalline silicate dust features and excessive emission at far infrared. To investigate properties of dusty envelopes around the object, we use radiative transfer models for axisymmetric and sphericallly symmetric dust distributions. We perform model calculations for various possible combinations of dust shells and disks with various dust species. We compare the model results with the observed spectral energy distributions (SEDs) including the IRAS, ISO, AKARI, MSX and 2MASS data. We find that a model with multiple disks of amorphous and crystalline silicate and multiple spherical shells of carbon dust can reproduce the observed SED fairly well. This supports the scenario for the origin of silicate carbon stars that oxygen-rich material was shed by mass loss when the primary star was an M giant and the O-rich material is stored in a circumbinary disk. Highly (about 75 %) crystallized forsterite dust in the disk can reproduce the conspicuous crystalline features of the ISO observational data. This object looks to have a detached silicate and H2O ice shell with a much higher mass-loss rate. It could be a remnant of the chemical transition phase. The last phase of stellar winds of O-rich materials looks to be a superwind.

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Accuracy and Error Characteristics of SMOS Sea Surface Salinity in the Seas around Korea

  • Park, Kyung-Ae;Park, Jae-Jin
    • Journal of the Korean earth science society
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    • v.41 no.4
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    • pp.356-366
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    • 2020
  • The accuracy of satellite-observed sea surface salinity (SSS) was evaluated in comparison with in-situ salinity measurements from ARGO floats and buoys in the seas around the Korean Peninsula, the northwest Pacific, and the global ocean. Differences in satellite SSS and in-situ measurements (SSS errors) indicated characteristic dependences on geolocation, sea surface temperature (SST), and other oceanic and atmospheric conditions. Overall, the root-mean-square (rms) errors of non-averaged SMOS SSSs ranged from approximately 0.8-1.08 psu for each in-situ salinity dataset consisting of ARGO measurements and non-ARGO data from CTD and buoy measurements in both local seas and the ocean. All SMOS SSSs exhibited characteristic negative bias errors at a range of -0.50- -0.10 psu in the global ocean and the northwest Pacific, respectively. Both rms and bias errors increased to 1.07 psu and -0.17 psu, respectively, in the East Sea. An analysis of the SSS errors indicated dependence on the latitude, SST, and wind speed. The differences of SMOS-derived SSSs from in-situ salinity data tended to be amplified at high latitudes (40-60°N) and high sea water salinity. Wind speeds contributed to the underestimation of SMOS salinity with negative bias compared with in-situ salinity measurements. Continuous and extensive validation of satellite-observed salinity in the local seas around Korea should be further investigated for proper use.

Self-transcendence, Spiritual well-being, and Death Anxiety of the Elderly (재가노인의 자기초월, 영적안녕, 죽음불안)

  • Kim, Soon Yi;Lee, Jeong In
    • Journal of Korean Public Health Nursing
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    • v.27 no.3
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    • pp.480-489
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    • 2013
  • Purpose: The purpose of this study was to examine self-transcendence, spiritual well-being, and death anxiety of elderly. Method: This was a descriptive survey study. Data were collected from March to June, 2013, from 243 elderly persons. Questionnaires were used in order to solicit information on self-transcendence, spiritual well-being, and death anxiety. Descriptive statistics, Pearson's correlation, and stepwise multiple regression were used in analysis of data. Results: Average scores were 2.96 for self-transcendence, 4.19 for spiritual well-being, and 3.08 for death anxiety. Statistically significant negative correlations were observed between self-transcendence and death anxiety, spiritual well-being and death anxiety. However, from the statistical point of view, significantly positive correlation was observed between self-transcendence and spiritual well-being.. Spiritual well-being, health status, and gender were significant predictors of self-transcendence. Conclusion: This study will provide basic information for use in development of a program to encourage a healthy lifestyle for elderly persons.

Impact of Job Stress, Coping Behavior, Hardiness on Burnout in Nurses in the Emergency Department (응급실 간호사의 직무 스트레스, 스트레스 대처방식, 강인성이 소진에 미치는 영향)

  • Ha, Do Gyeong;Sung, Mi-Hae
    • Korean Journal of Occupational Health Nursing
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    • v.27 no.4
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    • pp.215-223
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    • 2018
  • Purpose: This study aimed to identify the effect of job stress, coping behavior, and hardiness on burnout in nurses in the emergency department (ED). Methods: Data were acquired via self-reporting questionnaires from 148 nurses in EDs at one general hospital, four university hospitals, and six hospitals with >200 beds. Data were analyzed using the SPSS 23.0 program through descriptive statistics, t-test, analysis of variance, Pearson's correlation coefficient, and stepwise multiple regression. Results: A statistically significant difference in burnout was observed with respect to the age of the nurses. Burnout was positively correlated with job stress and wishful thinking and detachment, among coping behaviors, and was negatively correlated with hardiness. Job stress and wishful thinking, among coping behaviors, were significant predictors of burnout and were observed in 14.9% of the nurses who experienced burnout. Conclusion: According to our results, job stress was identified as the most significant factor which influenced burnout in ED nurse's. Therefore, it is necessary to develop and implement educational programs for reducing job stress and minimizing the use of wishful thinking as a coping behavior in order to alleviate the burnout in ED nurses.

Bayesian approach for prediction of primary water stress corrosion cracking in Alloy 690 steam generator tubing

  • Falaakh, Dayu Fajrul;Bahn, Chi Bum
    • Nuclear Engineering and Technology
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    • v.54 no.9
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    • pp.3225-3234
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    • 2022
  • Alloy 690 tubing has been shown to be highly resistant to primary water stress corrosion cracking (PWSCC). Nevertheless, predicting the failure by PWSCC in Alloy 690 SG tubes is indispensable. In this work, a Bayesian-based statistical approach is proposed to predict the occurrence of failure by PWSCC in Alloy 690 SG tubing. The prior distributions of the model parameters are developed based on the prior knowledge or information regarding the parameters. Since Alloy 690 is a replacement for Alloy 600, the parameter distributions of Alloy 600 tubing are used to gain prior information about the parameters of Alloy 690 tubing. In addition to estimating the model parameters, analysis of tubing reliability is also performed. Since no PWSCC has been observed in Alloy 690 tubing, only right-censored free-failure life of the tubing are available. Apparently the inference is sensitive to the choice of prior distribution when only right-censored data exist. Thus, one must be careful in choosing the prior distributions for the model parameters. It is found that the use of non-informative prior distribution yields unsatisfactory results, and strongly informative prior distribution will greatly influence the inference, especially when it is considerably optimistic relative to the observed data.

The Influence of Land Cover and Zoning on the Urban Heat Island in Cheongju (도시내 용도지역의 토지피복형태가 열섬현상에 미치는 영향)

  • Cho, Sung-Moh;Yoon, Yong-Han;Ryu, Eul-Ryul;Park, Bong-Ju;Kim, Won-Tae
    • Journal of Environmental Science International
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    • v.18 no.2
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    • pp.169-176
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    • 2009
  • The present study observed temperature in order to identify factors affecting temperature by zoning and to measure the intensity of their impact on temperature. The empirical results of analyzing observed data are as follows. In order to make up for multicollinearity, a problem in multiple regression analysis, and to give more specific explanations, this study conducted factor analysis and obtained desirable data with adequacy and statistical significance. In the correlation matrix, factors decreasing temperature were planted areas, water surfaces and grasslands, and those increasing temperature were bare grounds, paved areas, and building area. According to land cover patterns, commercial areas had the highest temperature lowering effect. Through the rotated component matrix, we found that factors are grouped into those decreasing temperature, those increasing temperature, and those with low significance in increasing or decreasing temperature. In order to solve the problem of multicollinearity in multiple regression analysis, we performed factor analysis between the land use patterns and temperature and confirmed the usability of factor analysis as a new analysis method in urban heat island.

DEVELOPMENT OF SYSTEM SOFTWARE FOR ASTRONOMICAL OBSERVATIONS BY CCD PHOTOMETRIC SYSTEM IN ASTRONOMICAL OBSERVATORY OF KYUNG HEE UNIVERSITY (CCD를 이용한 경희대학교 천문대 관측시스템 소프트웨어개발)

  • Jin, Ho;Kim, Gap-Seong
    • Publications of The Korean Astronomical Society
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    • v.9 no.1
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    • pp.101-110
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    • 1994
  • We have investigated intensively an optical telescope with 76cm diameter and CCD camera system in astronomical observatory of Kyung Hee university, in order to maximize instrumental functions of our observational equipments and to construct a more reliable photometric system. And computer softwares AUTO DOME, KH CCD and KH PHO for astronomical image observations and their automatic photometries with high accuracy have been made for observers w use our observational system conveniently and efficiently. Throughout careful examinations of these programs, it has been proved that the observing time by our program is shorter than that by manual operations, so that, fast and accurate observations can be executed with ease. For open cluster NGC 7063 observed with S/N value of 350 or more by KH PHO, we have found the magnitude measurements of 11 object stars would show 0.007 magnitude difference, comparing with magnitude data from IRAF/APPHOT. From automatic photometry of eclipsing binary, AB And observed by our software, total 220 data points with good quality have been acquired during 8 hours and so we could make a better light curve than that obtained from any observational results by domestic photoelectric photometry system.

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