• Title/Summary/Keyword: statistical data analysis

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A Study on Current Status and Trends of Recycling Used Water Purifier Filters (가정용 정수기 폐필터 재활용 동향에 관한 연구)

  • Shin, Yu Jeong;Kim, Young In;Kim, Jung Gun;Yeom, Seong Il;Lee, Do Gyun
    • Journal of Korean Society on Water Environment
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    • v.37 no.5
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    • pp.398-404
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    • 2021
  • The use of water purifiers has been increasing every year due to increased drinking water safety concerns raised by the water pollution accidents occasionally reported. Currently, more than 10 million water purifiers have been distributed in Korea, and the estimation of the purifier sales reaches two million units per year. As a result, the number of used water purifier filters that must be replaced on a regular basis has gradually increased. However, regardless of the considerations for the capacity of used filters remaining, water purifier filters were replaced and collected at regular intervals. The high cost of disposal of the used filters by landfill or incineration were required. Thus, in this study, the current status and trends of recycling technologies for used water purifier filters were reviewed. It is noted that there was insufficient statistical data to understand the current status of the difference between the number of used water filters discarded and the number of those recycled. Most studies on the recycling of old water purifier filters have concentrated on pretreatment and cleaning methods for sediment filters and membrane filters, with the goal of extending the lifespan of used filters. Further, the study suggested future study directions on the recycling of used water purifier filters, which could be useful information on establishing environmental policy to promote the recycling of used filters.

Comparison of shear bond strengths of different types of denture teeth to different denture base resins

  • Prpic, Vladimir;Schauperl, Zdravko;Glavina, Domagoj;Catic, Amir;Cimic, Samir
    • The Journal of Advanced Prosthodontics
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    • v.12 no.6
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    • pp.376-382
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    • 2020
  • PURPOSE. To determine the shear bond strengths of different denture base resins to different types of prefabricated teeth (acrylic, nanohybrid composite, and cross-linked) and denture teeth produced by computer-aided design/computer-aided manufacturing (CAD/CAM) technology. MATERIALS AND METHODS. Prefabricated teeth and CAD/CAM (milled) denture teeth were divided into 10 groups and bonded to different denture base materials. Groups 1-3 comprised of different types of prefabricated teeth and cold-polymerized denture base resin; groups 4-6 comprised of different types of prefabricated teeth and heat-polymerized denture base resin; groups 7-9 comprised of different types of prefabricated teeth and CAD/CAM (milled) denture base resin; and group 10 comprised of milled denture teeth produced by CAD/CAM technology and CAD/CAM (milled) denture base resin. A universal testing machine was used to evaluate the shear bond strength for all specimens. One-way ANOVA and Tukey post-hoc test were used for analyzing the data (α=.05). RESULTS. The shear bond strengths of different groups ranged from 3.37 ± 2.14 MPa to 18.10 ± 2.68 MPa. Statistical analysis showed significant differences among the tested groups (P<.0001). Among different polymerization methods, the lowest values were determined in cold-polymerized resin.There was no significant difference between the shear bond strength values of heat-polymerized and CAD/CAM (milled) denture base resins. CONCLUSION. Different combinations of materials for removable denture base and denture teeth can affect their bond strength. Cold-polymerized resin should be avoided for attaching prefabricated teeth to a denture base. CAD/CAM (milled) and heat-polymerized denture base resins bonded to different types of prefabricated teeth show similar shear bond strength values.

Determinants and Processes of Morphological Transformation of Apartment Complexes in Busan (부산 아파트 단지 배치형태 변화의 요인과 과정에 관한 연구)

  • Lee, Sangjin;Park, SoHyu
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.35 no.3
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    • pp.91-102
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    • 2019
  • This study explores the causes and processes of morphological transformation of apartment complexes in Busan. All apartment complexes built until the year 2016 were selected for statistical analysis, drawing/map examination, field observation, selected expert interviews based on 6 periodical groups: Period I(~1990), Period II(1991~1995), Period III(1996~2000), Period IV(2001~2005), Period V(2006~2010), and Period VI(2011~2016). The research argues for three 'arrangement' types, P1U, L1U and P2U, which have dominated the whole periods occupying 88% of the total 260 complexes. The switch of the leading type represents for morphological transformation of apartment complexes. Four aspects, density(F.A.R.), height(maximum number of floors), deformed-building-type ratio, and building-orientation, have affected the change of 'arrangement' types. Density was the major cause of the arrangement-type switch, from P1U to L1U, on Period II(1991~1995). The morphological change, from type L1U to P2U, on Period V(2006~2010) was caused by height and orientation, and is correlated with the increased number of deformed-type buildings. The first phase morphological change on Period II(1991~1995) was resulted by the supply side of apartment. However, the second phase transformation on Period V(2006~2010) had gone through the complex process including reflection of consumers' demands. The significance of research is to reveal the morphological transformation process of apartment complexes through analytical investigation of the entire apartment data in Busan. The result shows that the major change of urban paysage started to occur from Period V(2006~2010), and the superficial evaluation on apartment 'being monotonous and repetitive' may not be proper at least from the perspective of town plan.

Analysis on the Satisfaction of the Cyber Graduate Student: Focusing on J University Case (원격대학원생 학습만족도 분석: J대학 사례를 중심으로)

  • LEE, Jungyull
    • Journal of Digital Convergence
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    • v.19 no.2
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    • pp.515-522
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    • 2021
  • In this study, 186 remote graduate students from J University were surveyed and interviewed in-depth to see if their satisfaction varies depending on their gender, semester, and major, and the results were as follows. First, the gender satisfaction of remote graduate students was shown to be statistical significance differences between men and women in professors, offline activities, and class evaluations, all of which showed that men were significantly higher than women. Second, the satisfaction level of each semester of remote graduate students was shown to be significantly different in curriculum, LMS, lecture content quality, and offline activities, and tended to increase as the school year went up. Third, the satisfaction level of remote graduate students by major was found to have significant differences in other factors except LMS and class contents, with the highest educational administration. The results of this study are expected to be used as basic data to improve elements absolutely necessary for student-centered education, such as curriculum of remote graduate schools, establishment of learning platform (LMS), and development and production of lecture contents.

The impact of university students' major satisfaction on career preparation behavior and mediating effect of openness to diversity (대학생의 학과만족도가 진로준비행동에 미치는 영향과 다양성수용도의 매개효과)

  • Lee, Hyo-Seon
    • Journal of the Korea Convergence Society
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    • v.12 no.3
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    • pp.273-280
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    • 2021
  • The purpose of this study is to examine an influence of university students' major satisfaction on career preparation behavior and the mediating effect of openness to diversity. The survey questionnaire was distributed to 182 university students and SPSS 23.0, AMOS 23.0 program was used for statistical analysis of the data. The results of this study are as follows: First, major satisfaction has a positive effect on openness to diversity and career preparation behavior. Second, openness to diversity has a positive effect on career preparation behavior. Third, openness to diversity has a partiall mediating effect between major satisfaction and career preparation behavior. These results show that the more students enhance their major satisfaction and openness to diversity, the more students enhance their career preparation behavior.

Comparison on Global Brand Preference and Purchase Intension between Korean and Chinese Consumer -Focus on University Students in Busan and Shanghai Area- (한·중 소비자의 글로벌브랜드의 선호도와 구매의도에 관한 비교연구 - 부산과 상해 지역의 대학생을 중심으로 -)

  • Chen, Nan;Kim, Chang-Gyeong
    • International Area Studies Review
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    • v.12 no.2
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    • pp.227-250
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    • 2008
  • The purpose of this study is to compare the Korean consumers' global brand preference and purchase intension with Chinese consumers. Based on the literature review, we created structural correlation between consumer ethnocentrism, perceived quality, brand of origin image global brand preference and purchase intension. The survey polled 500 university students in Busan, Korea and Shanghai, China. SPSS ver.15.0과 AMOS ver.7.0 statistical package were used to analysis the questionnaire data. In order to examine the structural correlation between variables we operated structural equation modeling. The results of the study were as follows: in Korean case, perceived quality and brand of origin image had positive effect on global brand preference, but consumer ethnocentrism had no effect on global brand preference. And global brand preference had no effect on purchase intension, either. in Chinese case, perceived quality, brand of origin image had positive effect on global brand preference, but consumer ethnocentrism had no effect on global brand preference. while global brand preference had positive effect on purchase intension.

Reliability Prediction of Long-term Creep Strength of Gr. 91 Steel for Next Generation Reactor Structure Materials (미래형 원자로 구조 재료용 Gr. 91 강의 장시간 크리프 강도의 신뢰성 예측)

  • Kim, Woo-Gon;Park, Jae-Young;Yin, Song-Nan;Kim, Dae-Whan;Park, Ji-Yeon;Kim, Seon-Jin
    • Korean Journal of Metals and Materials
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    • v.49 no.4
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    • pp.275-280
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    • 2011
  • This paper focuses on reliability prediction of long-term creep strength for Modified 9Cr-1Mo steel (Gr. 91) which is considered as one of the structural materials of next generation reactor systems. A "Z-parameter" method was introduced to describe the magnitude of standard deviation of creep rupture data to the master curve which can be plotted by log stress vs. The larson-Miller parameter (LMP). Statistical analysis showed that the scattering of the Z-parameter for the Gr. 91 steel well followed normal distribution. Using this normal distribution of the Z-parameter, the various reliability curves for creep strength design, such as stress-time temperature parameter reliability curves (${\sigma}$-TTP-R curves), stress-rupture time-reliability curves (${\sigma}-t_{r}-R$ curves), and allowable stress-temperature- reliability curves ([${\sigma}$]-T-R curves) were reasonably drawn, and their results are discussed.

Sequence based Intrusion Detection using Similarity Matching of the Multiple Sequence Alignments (다중서열정렬의 유사도 매칭을 이용한 순서기반 침입탐지)

  • Kim Yong-Min
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.16 no.1
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    • pp.115-122
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    • 2006
  • The most methods for intrusion detection are based on the misuse detection which accumulates hewn intrusion information and makes a decision of an attack against any behavior data. However it is very difficult to detect a new or modified aoack with only the collected patterns of attack behaviors. Therefore, if considering that the method of anomaly behavior detection actually has a high false detection rate, a new approach is required for very huge intrusion patterns based on sequence. The approach can improve a possibility for intrusion detection of known attacks as well as modified and unknown attacks in addition to the similarity measurement of intrusion patterns. This paper proposes a method which applies the multiple sequence alignments technique to the similarity matching of the sequence based intrusion patterns. It enables the statistical analysis of sequence patterns and can be implemented easily. Also, the method reduces the number of detection alerts and false detection for attacks according to the changes of a sequence size.

Classifying Types of Local Governments for Urban Policies in the Metropolitan Era (대도시권 시대의 도시정책을 위한 기초지자체 유형 구분)

  • Kim, Geunyoung
    • Journal of Urban Science
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    • v.9 no.2
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    • pp.21-30
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    • 2020
  • The purpose of this study is to present a plan to distinguish 229 local governments nationwide by taking into account various characteristics such as population, employment, housing, and industry of the region for customized urban policies in the era of metropolitan areas. The National Statistical Portal (KOSIS) collected and standardized data related to population, housing, industry, and finance by region from 2000 to 2015 for the classification of regional types necessary for customized urban policies, and this was used to classify them into regional types that considered population, employment, housing and industry. The summary of the analysis results is as follows. First, as a result of the regional type classification, 10 key employment sites (4.4%), 5 employment centers (2.2%), 38 residential centers (16.6%), 20 growth areas (8.7%), 26 industrial cities (11.4%), 35 low-fertile farming and fishing villages (15.3%) and 95 stagnant areas (41.5%). Second, the Seoul metropolitan area is the most diverse type of metropolitan area in the country, with most of its core employment sites inside Seoul, residential centers inside and outside Seoul, and growth areas in the southeastern part of the country (Busan, Ulsan, and Gyeongsangnam-do) are mixed with industrial and growth areas centered around Busan, Ulsan and surrounding areas, while the rest of the local governments are found to be low-fertile farming villages or stagnant areas. Daegu (Daegu, Gyeongbuk) is an industrial city in Daegu, and the rest of the local governments are either low-density farming and fishing villages or stagnant areas. The Honam region (Gwangju and Jeolla) was found to be a low-mill farming and fishing village or stagnant area except for Gwangju, while the Chungcheong region (Daejeon, Sejong, and Chungcheong) was seen as a growth area with areas adjacent to Daejeon, Sejong, and the Seoul metropolitan area, and some industrial cities were included. Finally, the Gangwon area was mostly classified as low-density farming and fishing villages and stagnant areas.

Intervention analysis for spread of COVID-19 in South Korea using SIR model (SIR 모형을 이용한 한국의 코로나19 확산에 대한 개입 효과 분석)

  • Cho, Sumin;Kim, Jaejik
    • The Korean Journal of Applied Statistics
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    • v.34 no.3
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    • pp.477-489
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    • 2021
  • COVID-19 has spread seriously around the world in 2020 and it is still significantly affecting our whole daily life. Currently, the whole world is still undergoing the pandemic and South Korea is no exception to it. During the pandemic, South Korea had several events that prevented or accelerated its spread. To establish the prevention policies for infectious diseases, it is very important to evaluate the intervention effect of such events. The susceptible-infected-removed (SIR) model is often used to describe the dynamic behavior of the spread of infectious diseases through ordinary differential equations. However, the SIR model is a deterministic model without considering the uncertainty of observed data. To consider the uncertainty in the SIR model, the Bayesian approach can be employed, and this approach allows us to evaluate the intervention effects by time-varying functions of the infection rate in the SIR model. In this study, we describe the time trend of the spread of COVID-19 in South Korea and investigate the intervention effects for the events using the stochastic SIR model based on the Bayesian approach.