• Title/Summary/Keyword: 데이터과학자

Search Result 604, Processing Time 0.024 seconds

Application Study and Pulp Separation Method by see weeds (해조류 Pulp 분리방법 및 응용연구)

  • Ryu, Soung-Ryual
    • Journal of the Korean Applied Science and Technology
    • /
    • v.32 no.4
    • /
    • pp.685-693
    • /
    • 2015
  • In this study, we found that it is necessary to use the relatively new resource from seaweed extracts to extract and process pulp and create a local brand that can contribute to the local fishermen, development of new bio material, establishment of natural infrastructure, and acquisition of foreign investment. This study's seaweed pulp separation process is very overwhelming as seaweed is a compound of glycoside and polysaccharide. Nevertheless, we intend to develop a purification process and introduce applied technology to explore a new applied technology of pulp process. Once this technology is fully developed and mass produced, it would contribute to greater exports and increasing income level for the local fishermen. The ultimate goal of this study is to gather technical data from the first and second years of application, apply seaweed pulp to increase bio effect, and develop new functional bio-plastic packaging material, raw material, and samples with special characteristics of high molecules.

Analysis of Traffic and Attack Frequency in the NURION Supercomputing Service Network (누리온 슈퍼컴퓨팅서비스 네트워크에서 트래픽 및 공격 빈도 분석)

  • Lee, Jae-Kook;Kim, Sung-Jun;Hong, Taeyoung
    • KIPS Transactions on Computer and Communication Systems
    • /
    • v.9 no.5
    • /
    • pp.113-120
    • /
    • 2020
  • KISTI(Korea Institute of Science and Technology Information) provides HPC(High Performance Computing) service to users of university, institute, government, affiliated organization, company and so on. The NURION, supercomputer that launched its official service on Jan. 1, 2019, is the fifth supercomputer established by the KISTI. The NURION has 25.7 petaflops computation performance. Understanding how supercomputing services are used and how researchers are using is critical to system operators and managers. It is central to monitor and analysis network traffic. In this paper, we briefly introduce the NURION system and supercomputing service network with security configuration. And we describe the monitoring system that checks the status of supercomputing services in real time. We analyze inbound/outbound traffics and abnormal (attack) IP addresses data that are collected in the NURION supercomputing service network for 11 months (from January to November 1919) using time series and correlation analysis method.

Key Factors Affecting Students' Satisfaction and Intention to Use e-Learning in Rwanda's Higher Education (르완다 고등교육기관 학생들의 e-러닝 만족도 및 사용의도에 영향을 미치는 핵심요인 연구)

  • Violaine, Akimana;Hwang, Gee-Hyun
    • Journal of Digital Convergence
    • /
    • v.17 no.5
    • /
    • pp.99-108
    • /
    • 2019
  • This study aims to explore key factors which influence user's decision-making on the adoption of e-learning. We integrated UTAUT and Information Success Models to test that four independent factors affect student satisfaction to use e-learning in Rwanda's higher education. Data was collected by surveying students of University of Rwanda and Protestant Institute of Social Sciences (n=206). The analysis results showed that performance expectancy, facilitating conditions and effort expectancy except for social influence have a significant effect on students' satisfaction. This can help university administrators understand the factors that influence students' adoption of e-learning and incorporate these results into Rwanda's e-learning design and implementation. In final, Rwanda's government can contribute to establishing the e-learning policy and allocating its relevant resources centered on student needs.

Policy-based In-Network Security Management using P4 Network DataPlane Programmability (P4 프로그래머블 네트워크를 통한 정책 기반 인-네트워크 보안 관리 방법)

  • Cho, Buseung
    • Convergence Security Journal
    • /
    • v.20 no.5
    • /
    • pp.3-10
    • /
    • 2020
  • Recently, the Internet and networks are regarded as essential infrastructures that constitute society, and security threats have been constantly increased. However, the network switch that actually transmits packets in the network can cope with security threats only through firewall or network access control based on fixed rules, so the effective defense for the security threats is extremely limited in the network itself and not actively responding as well. In this paper, we propose an in-network security framework using the high-level data plane programming language, P4 (Programming Protocol-independent Packet Processor), to deal with DDoS attacks and IP spoofing attacks at the network level by monitoring all flows in the network in real time and processing specific security attack packets at the P4 switch. In addition, by allowing the P4 switch to apply the network user's or administrator's policy through the SDN (Software-Defined Network) controller, various security requirements in the network application environment can be reflected.

Approaches to measurement system analysis in quality management (품질경영에서 측정시스템분석 방안)

  • Baik, Jaiwook
    • Industry Promotion Research
    • /
    • v.6 no.3
    • /
    • pp.19-24
    • /
    • 2021
  • There should be no problem in the measurement system for scientific quality management. In this paper, we want to correctly identify the factors that can affect the measurement results during the measurement process and identify what causes them when the measurement results cause problems in terms of location and variation. Variations in the measurement system are largely described in terms of location and dispersion. Location-related attributes are accuracy, stability, and linearity while dispersion-related attributes are reproducibility and repeatability. Analyzing the factors associated with dispersion is an R&R analysis, in which the size of repeatability and reproducibility is represented by a range of differences between multiple measurements and a range of differences between measurements, and 99% of dispersion is determined. Experimental design can also be used for measurement system analysis. Proper analysis is performed only when the factors causing the fluctuation, the worker and the product, are correctly identified as random or fixed factors.

The Effect of Servicescape on Customer Satisfaction and Participation Behavior in Water Sports Facility (수상스포츠 시설의 서비스스케이프가 고객만족 및 참여행동에 미치는 영향)

  • Kim, Min-Sung;Shin, Jin-Ho
    • Journal of the Korean Applied Science and Technology
    • /
    • v.39 no.5
    • /
    • pp.666-673
    • /
    • 2022
  • This study attempted to provide basic data on the operation plan by investigating how the servicescape of domestic water sports facilities affects customer satisfaction and participation behavior. Therefore, participants in their 20s or older were selected as samples among those who experienced water sports facilities. The survey was conducted non-face-to-face from April 25 to July 15, 2022, and a total of 243 copies of data were used for the final analysis. For data processing, frequency analysis, exploratory factor analysis, item consistency, correlation analysis, simple and multiple regression analysis were performed using the SPSS (ver. 21.0) program. As a result of this study, first, it was found that the water sports facility servicescape affects the value in the order of convenience, empathy, and facility environment. Second, it was found that customer satisfaction at water sports facilities had an effect on participation behavior. Third, it was found that the water sports facility servicescape affects participation behavior in the order of facility environment, service, convenience, and empathy.

Health Geography: Exploring Connections between Geography and Public Health (건강지리학: 지리학과 공중보건 간의 연관성 탐색)

  • Zuhriddin Juraev;Young-Jin Ahn
    • Journal of the Economic Geographical Society of Korea
    • /
    • v.26 no.2
    • /
    • pp.155-168
    • /
    • 2023
  • Health geography has gained importance due to healthy smart cities, regions, and the integration of geo-internet and blockchain technologies. This study explores the intersection of geography and health, focusing on specific health challenges faced by individuals and groups. Using observational and descriptive methods, the study takes a regional approach to illuminate the socio-economic factors that are critical to addressing global health challenges. Drawing on academic literature and practical research, a concise case study of health challenges in Uzbekistan is presented, offering valuable insights. The analysis of data from informative articles and UN publications highlights the interdisciplinary nature of health geography and its practical applicability for researchers and policymakers. The findings underscore the important role of geography and health sciences in addressing region-specific diseases while highlighting the importance of spatial analysis in understanding environmental hazards and health impacts, including disease outbreaks.

An Analysis of Impact of Urbanization on Income Inequality in Korea: Considering Serial Correlations, Spatial Dependence and Common Factor Effect (우리나라 소득불평등에 도시화가 미치는 영향 분석: 지니계수의 시차 자기상관, 공간의존성, 공통요인 효과를 고려하여)

  • So-youn Kim;Suyeol Ryu
    • Journal of the Economic Geographical Society of Korea
    • /
    • v.26 no.3
    • /
    • pp.310-323
    • /
    • 2023
  • Urbanization and income distribution issues are global interest, and the results of studies on the impact of urbanization on income inequality are different for each country and period. This study analyzes the impact of urbanization on income inequality using regional data from 2000-2021. In particular, serial correlation, spatial dependence, and common factor effects of the Gini coefficient are confirmed and analyzed through a dynamic spatial panel regression model. As a result, urbanization has a positive effect on reducing income inequality. Therefore, it is necessary to continuously promote regional urbanization to improve the income distribution problem. Areas with already high urbanization rates should reduce income inequality by narrowing the wage gap by expanding training opportunities for low-skilled workers, and need to come up with measures to prevent counter-urbanization.

A Study on the Improvement Scheme of University's Software Education

  • Lee, Won Joo
    • Journal of the Korea Society of Computer and Information
    • /
    • v.25 no.3
    • /
    • pp.243-250
    • /
    • 2020
  • In this paper, we propose an effective software education scheme for universities. The key idea of this software education scheme is to analyze software curriculum of QS world university rankings Top 10, SW-oriented university, and regional main national university. And based on the results, we propose five improvements for the effective SW education method of universities. The first is to enhance the adaptability of the industry by developing courses based on the SW developer's job analysis in the curriculum development process. Second, it is necessary to strengthen the curriculum of the 4th industrial revolution core technologies(cloud computing, big data, virtual/augmented reality, Internet of things, etc.) and integrate them with various fields such as medical, bio, sensor, human, and cognitive science. Third, programming language education should be included in software convergence course after basic syntax education to implement projects in various fields. In addition, the curriculum for developing system programming developers and back-end developers should be strengthened rather than application program developers. Fourth, it offers opportunities to participate in industrial projects by reinforcing courses such as capstone design and comprehensive design, which enables product-based self-directed learning. Fifth, it is necessary to develop university-specific curriculum based on local industry by reinforcing internship or industry-academic program that can acquire skills in local industry field.

Altered Functional Connectivity of the Executive Control Network During Resting State Among Males with Problematic Hypersexual Behavior (문제적 과잉 성 행동자의 휴지기 상태 시 집행 통제 회로의 기능적 연결성 변화)

  • Seok, Ji-Woo
    • Science of Emotion and Sensibility
    • /
    • v.22 no.1
    • /
    • pp.35-44
    • /
    • 2019
  • Individuals with problematic hypersexual behavior (PHB) evince the inability to control sexual impulses and arousal. Previous studies have identified that these characteristics are related to structural and functional changes in the brain region responsible for inhibitory functions. However, very little research has been conducted on the functional connectivity of these brain areas during the resting state in individuals with PHB. Therefore, this study used functional magnetic resonance imaging devices with the intention of identifying the deficit of the functional connectivity in the executive control network in individuals with PHB during the resting state. Magnetic resonance imaging data were obtained for 16 individuals with PHB and 19 normal controls with similar demographic characteristics. The areas related to the executive control network (LECN, RECN) were selected as the region of interest, and the correlation coefficient with time series signals between these areas was measured to identify the functional connectivity. Between groups analysis was also used. The results revealed a significant difference in the strength of the functional connectivity of the executive control network between the two groups. In other words, decreased functional connectivity was found between the superior/middle frontal gyrus and the caudate, and between the superior/middle frontal gyrus and the superior parietal gyrus/angular gyrus in individuals with PHB. In addition, these functional Connectivities related to the severity of hypersexual behavior. The findings of this study suggest that the inability to control sexual impulses and arousal in individuals with PHB might be related to the reduced functional connectivity of executive control circuits.