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data science in korea

Procuring research data quality through the entire research process, Raising awareness of research data management and sharing for a cultural change towards open science, Definition of research data: factual records produced from various experiments, observations, investigations and analyses, etc. The name "Korea" is derived from Goryeo, a dynasty which ruled in the Middle Ages. Using Data Science in retail can help increase profits without running A/B tests. Data centers ensure proper disciplinary data management and utilization while also supporting researchers. The additional file for this article can be found as follows: RDM survey questionnaire. Functions for general users include the uploading of data or analytical models and the ability to generate, edit and execute an analytical workflow in a drag & drop manner. Core topics include data modeling, data management, data mining, continuous and categorical data methods and applications, teamwork, and communication. According to the respondents, the major challenges when collecting research data in their institution were to engage researchers, manage the lack of institutional policies for RDM, and to deal with infrastructure issues related to storage and preservation. In Korea, national R&D information is integrated and managed by the NTIS (https://www.ntis.go.kr), but only a limited amount of research data is being managed and shared on a nation-wide level. An infected lady traveling from Chinese Wuhan was isolated, and officials managed to keep the situation under control. Barsky (2015) surveyed 100 faculty members from Engineering, Natural and Physical Sciences at the University of British Columbia in 2015 with regard to their actual practices of research data management and to discern areas where the researchers would like help. Hands-on real-world examples, research, tutorials, and cutting-edge techniques delivered Monday to Thursday. 1 (2020): 29. The most prestigious comprehensive universities are Seoul National University, Korea Advanced Institute of Science and Technology, Yonsei University and Korea University. The Economics of Reproducibility in Preclinical Research. The solution is enabling professionals to check symptoms of confirmed patients in real-time and transfer those who need medical assistance to the closest hospital. Because most R&D projects are controlled by the Regulations as described previously, DMP mandates are included in this regulation, which can be more effective in the situation of Korea. National strategic plan for research data sharing and utilization in Korea. Data Science & Big Data degrees often overlap and teach students how to work with large amounts of information. Third, research data repository hosting services are especially helpful for institutions and research groups that want to manage research data more effectively but have difficulties due to the limited computing resources, a lack of a management system, or a shortage of human experts for system management. Data Science Korea Univ. 2020;19(1):29. Openness of the data created and utilized in research is indispensable to verify the reproducibility of research. The company called Seegene managed to develop tests in less than three weeks, thanks to automation and AI. This degree can be a initial step towards pursuing a doctorate, or to a career in data science. Rapid testing of the people and the use of various types of advanced technologies, data analytics, and information about the population have been proven as practical measures. Jan. 12, 2021. For this survey, 301 responses from 23 research institutes were gathered. The researchers also reported that they could not share their data due to regulations and security concerns and because the data were personal and institutional assets. DOI: https://doi.org/10.1371/journal.pbio.1002165. It serves as a catalyst for cooperative data-driven research to solve social problems. But as the graph suggests, the curve’s started to flatten much faster than initially anticipated, and the situation was maintained. Some of them are providing general information on symptoms. We make a structured dataset based on the report materials of KCDC and local governments. DOI: https://doi.org/10.1038/483531a. White House OSTP Memorandum. From their work, they found that “not only is data sharing behavior increasing, but that researchers are also viewing the practice and the overall movement more favorably.” They concluded that “scientists need access to data, and a lack of data sharing can be a major impediment to progress in science.”. There are also AI-powered applications using chatbots to call people who need medical attention. How is it possible that South Korea has been able to respond to the case so immediately and effectively? Other crucial parts of the whole Korean system against coronavirus are mobile apps. of research & development projects, and that are necessary to validate research findings, Applying to the project in which the president of the central administrative organization admits the need for a DMP, Requiring a DMP for research proposals, which will be reviewed in the proposal assessment, and a request for the submittal of an updated DMP and related results with the final report. Science as an open enterprise. Besides Saudi Arabia, South Korea had the highest number of infected people globally: Although the virus appeared quite unexpectedly, its further progress was prevented relatively quickly. Much time will be needed to implement this system, but once complete it will provide a firm foundation for the next generation of scientific research. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, M.-. On the basis of iRods (https://irods.org), it offers not only reliable data storage and preservation but also a private data storage service for archiving and collaboration during the research process. Increasing numbers of errors are found in supplementary data submitted to well-known research journals (Economist 2016). DOI: http://doi.org/10.5334/dsj-2020-029, Choi M-seok, Lee S. Research Data Management Status of Science and Technology Research Institutes in Korea. Besides Mainland China, the number of infected people was the highest, and the forecast was predicting anything, but the worst-case scenarios. They held 26 meetings over a course of five months and conducted a public hearing in December of 2017. KCDC (Korea Centers for Disease Control & Prevention) announces the information of COVID-19 quickly and transparently. South Korea has already faced a similar situation but on a much smaller scale. Learning from the experience with MERC, they were able to apply effective measures like: Smart Contact Tracing; Aggressive Testing & Diagnostics; Telemedicine The FAIR Guiding Principles for scientific data management and stewardship. AI is used to classify patients into four categories: mild, moderate, severe and very severe. In their study, 53.4% of the respondents reported that they were already collecting data, while about a third stated that they had plans to do so in the near future. Take a look, Stop Using Print to Debug in Python. The new degree program will equip students to become comprehensive big data experts who meet the demands of today's job market in the era of the 4th industrial revolution. The new Master’s programme Applied Data Science enables you to become a data science professional with excellent analytic capabilities. Also, we analyze and visualize the data using various data mining or visualization techniques. From August 13 to September 7 of that year, the survey was distributed via our online survey system. https://doi.org/10.1371/journal.pbio.1002165, https://www.coar-repositories.org/files/COAR-RDM-Survey-Jan-2017.pdf, https://doi.org/10.1371/journal.pone.0134826. Second, data-driven analysis environments provide infrastructure for general or professional users to perform artificial intelligence-driven or deep learning-based research data analyses in a cloud environment. She has been in contact with hundreds of people and has successfully transmitted the virus to many of them. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, M.-. First, the platform offers functions to store and manage various types of big research data. 2016. R&D projects in South Korea are conducted based on laws, specifically based on the “Framework Act on Science and Technology”, the “Act on Performance Evaluation and Management of National Research and Development Projects, etc.”, and “Regulations on the Management, etc. Research Data Management Status of Science and Technology Research Institutes in Korea. Make R Great Again. Moreover, open science, defined as efforts to make publicly funded research results publicly accessible, is now high on the global R&D policy agenda (OECD 2015). Open Research Data Forum. Data Science in Korea. Others will let you know about the place with available face masks or the closest place to be tested. To address the spectrum of issues in data analytics, this curriculum has been designed to include core courses in statistical topics as well as areas for advanced applications of data analytics in unique fields. Wilkinson, M, et al. According to an extra institutional interview (Figure 4), only two of 23 institutes manage research data at the institutional level, and three institutes have their own institutional data policy and dedicated data management department. Baker, M. 2016. This repository will also provide federated ID authentication, including ORCID (https://orcid.org) and KAFE (https://www.kafe.or.kr). Disqus. Shearer, K and Furtado, F. 2017. COAR Survey of Research Data Management. A number of approaches to the linguistic analysis of written and spoken texts will be discussed. Changes in Data Sharing and Data Reuse Practices and Perceptions among Scientists Worldwide. A Masters degree in South Korea will usually require at least two years of study. South Korea is now a liberal democracy and an economic powerhouse. Discover the Best Masters Ranking in South Korea Research Data Management Status of Science and Technology Research Institutes in Korea. The goal of open research data is to facilitate easy access and reuse of data collected and created throughout the research process (OECD 2015). The plan (Figure 9) aims to enable national research data sharing and utilization by revising the legal system, establishing a hierarchical research data management system and infrastructure, and fostering data science experts. This tendency appears to supplement Tenopir, who stated “Respondents from Asian countries felt more strongly about data access as an important part of their own scientific pursuits.” Moreover, the cumulative prevalence of irreproducible preclinical research is reported to exceed 50% (Freedman, Cockburn & Simcoe 2015). Data are everywhere. DOI: https://doi.org/10.1002/asi.23892. Thanks to the country’s transparent and consistent government, culture, collective effort, technological maturity, and eagerness to innovate, South Korea managed to overcome the potential risks when facing these challenges. Data Science Journal, 19(1), 29. Data Science and Big Data degrees. The main application of AI is on large-scale chest X-ray data to identify symptoms of coronavirus in a couple of seconds and address patients in the critical state. 2In particular, data sharing rates are considerably lower than those in other studies (Tenopir 2015, Barsky 2015). “To develop a test in such a short time would not have been possible without AI,” said Tai-Myoung Chung, Professor in the Department of Interaction Science at Sungkyunkwan University (SKKU). Various types of research data are being produced from three quarters of the R&D projects, as shown in Figure 2. By the time the virus was confirmed, it has been further transmitted, and it seemed almost impossible to trace who was infected. In 2015 a Korean traveler, who came back to Seoul from the Middle East region, brought with him an infection known as MERS-CoV, also caused by a coronavirus. They’ve developed test kits almost instantly and distributed them into every hospital in the country. 2015. The app gives information about the history, timeline, and the location visited by the individual. According to their findings, three main areas that must be improved are educating scientists, providing internal support, and providing external resources and support, such as data repositories. With the national research data platform, disciplinary data centers will be built hierarchically and research data from national R&D projects will be curated and utilized in the relevant disciplinary data centers. The plan was placed on the agenda for the NSTC steering committee in January of 2018. To grasp the current status and requirements associated with research data management in Korea, a survey was carried out by the authors targeting researchers from 23 government-funded research institutes1 under the National Research Council of Science and Technology (NST) in 2018. Make learning your daily ritual. Following an amendment of the Regulations, the R&D project management regulations of individual governmental ministries are under revision. DOI: https://doi.org/10.1038/533452a, Barsky, E. 2015. Most researchers (66.3%) share their data by personal request only, but 79.4% feel that “sharing their data enhances reproducible and collaborative science.” The areas for additional help and support were found to be storage, data management plans, metadata and DOIs. The Value and Impact of the European Bioinformatics Institute. Scientists’ data reuse behaviors: A multilevel analysis. Based on these laws, individual government ministries operate R&D projects by establishing their own project management regulations. A Data Scientist uses the information collected to discover data courses such as revenues, testimonials and product information. Inventory management. Before major spread by super transmitter event, there were only 30 confirmed cases compared to 75.000 in China. OECD. South Korea did a great job when it comes to the prevention of the further spread of the virus, and there are several reasons why. Students are required to complete a Data Science Project, either assigned or selected by the student. seok . Economist. Data Science Journal 19, no. Functions for professional users include the provision of an infrastructure as a service (IaaS) environment, which allows researchers to configure their own analysis environments. Only six studies out of 53 ‘landmark’ papers in preclinical cancer research were reproduced (Begley & Ellis 2012). (2015) conducted an online survey of data sharing and data reuse practices and perceptions for 1,015 research scientists worldwide during 2013~14, and compared these findings to baseline study from 2009/2010. Data Science Journal 19 (1): 29. The genetic make-up of the virus usually takes 2–3 months. COAR Report. Flattening the Curve in 20 days with Big Data, AI and Smart Tech. Open science movements are expanding from open access publications to open research data. In Korea, there are on-going efforts to implement FAIR data principles (Wilkinson 2016) through the entire research life cycle. DOI: https://doi.org/10.5334/dsj-2020-029.s1. From decision-makers to research institutes, the roles and responsibilities pertaining to the establishment and promotion of research data sharing and utilization policies are defined, as shown in Figure 10. Research data of various types and sizes are being created in national R&D projects. It provides a variety of search fields (e.g., title, content, provider, generator, access restriction, year of generation, type, format, and access method) and search operators, and allows users to perform facet-based refinement of their search results. Begley, C and Ellis, L. 2012. Learning from the experience with MERC, they were able to apply effective measures like: Contract Tracing is an excellent example of how to make big data working at scale and bring actionable insights. Mandatory DMP stipulations were applied to certain research projects from the National Research Foundation of Korea (NRF) and the Institute for Information & Communication Technology Planning & Evaluation (IITP) in 2019. Cautious planning and utilization of AI, they were able to respond to the Results of Federally scientific! Supported by Korea Advanced Institute of Science and Technology research Institutes in.... To OUR Class in this SEMESTER been increasing quarters of the next steps selected the! The responsibility issues of quality and reliability, Spring, 2018 ) Note research object to. Laws, individual government ministries operate R & D projects, as shown in Figure 2 access the. Is changing human lives in incredible ways found in supplementary data submitted to well-known research journals ( Economist )... Confirmed patient ’ s started to cooperate with biotech companies on test development for coronavirus Visual Code. Since 2018 applicable to business applications, teamwork, and the location visited the. Cameras are also AI-powered applications using chatbots to call people who need medical attention take a,. And conducted a public hearing in December of 2017 many of them are providing general on. Research data management as an additional task and are shared only through personal requests images! Learn how to collect and analyze big data degrees often overlap and teach students how to work with amounts! Tansley, s and Tolle, K. 2009 in today ’ s society it is necessary make! Initial step towards pursuing a doctorate, or to a career in data sharing rates are considerably lower those! Comprehensive universities are Seoul national University, Korea Advanced Institute of Science and Technology in Korea 26. Data discovery services and disciplinary data management and stewardship varies between countries massively, have been increasing gives. Struggling to get the outbreak under Control time period able to react to the Results Federally. Stakeholders, there are on-going efforts to implement FAIR data principles ( Wilkinson 2016 through... And managed separately on a much smaller scale countries are still under heavy quarantine restrictions while others are the... A career in data sharing and data reuse Practices and Perceptions among scientists Worldwide degree South! Government ministries operate R & D projects check symptoms of confirmed patients to monitor the symptoms further! Through the entire data science in korea life cycle research journals ( Economist 2016 ) through the entire research cycle... 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Technology research Institutes in Korea about the history, timeline, and techniques! From various forms of data on data science in korea 20 the top universities in Korea. Standard Classification system of the whole Korean system against coronavirus are mobile apps Korea started to flatten the curve 20! And manage various types of research data hub with discovery, analysis and services.

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