Based on statistics from 2010, each citizen is capture by the public CCTV system on average of 83.1 times every day, and the trend has grown over the years. COAR Report. 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. National strategic plan for research data sharing and utilization in Korea. Kim & Yoon (2017) surveyed 1,237 scientists from the Community of Science’s Scholar Database for the factors that influence the data reuse behaviors of scientists. Acknowledgements The Royal Society. Scientists’ data reuse behaviors: A multilevel analysis. We are looking for a hands-on person that earns trust and respect of the team and the larger organization. White House OSTP Memorandum. 2017. Starting a YouTube channel in exam week...Have you ever procrastinated studying so hard you made a YouTube channel and started vlogging? The Royal Society Science Policy Centre Report. Simple referencing "at some part" is Okay, But DO NOT COPY THIS ALL SOLUTION TO OUR CLASS IN THIS SEMESTER! 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. The Ministry of Education announced earlier this year that it will be investing in digital infrastructure at elementary, middle and high schools throughout the country to ensure that all classrooms have access to WiFi by 2024. Other crucial parts of the whole Korean system against coronavirus are mobile apps. Students are required to complete a Data Science Project, either assigned or selected by the student. The new Master’s programme Applied Data Science enables you to become a data science professional with excellent analytic capabilities. They’ve developed test kits almost instantly and distributed them into every hospital in the country. In the long term, a separate legislation for open research data on a national level would be more desirable. 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. While a regulation that mandated a DMP in national R&D projects was put into effect recently, it remains urgent to devise follow-up policies and to develop the infrastructure for sharing research data. Moreover, linked to various data services, including NTIS, OpenAIRE (https://www.openaire.eu), Research Data Australia (https://researchdata.edu.au), and NII (https://www.nii.ac.jp), it provides one-stop discovery services for research data from national R&D projects. 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. Apply for Data Scientist job with BCG in Seoul, South Korea. Before tested positive, the patient 31 was in a minor accident, checked in a hospital twice, and visited a service at a church. 2012. Data Science Journal, 19(1), p.29. The system also tracks the activity of the virus and helps hospitals and clinics to be better prepared in case of the next wave. As shown in Figure 8, 75% or more researchers create and collect research data in various R&D projects, and 80% or more researchers need other researchers’ data, but only 12% at most of researchers share their data. Research Data Management Survey: Science and Engineering. The design of test kits was developed with the use of Artificial Intelligence. 2020. We make a structured dataset based on the report materials of KCDC and local governments. Tenopir, C, et al. Back in February 2020, South Korea was reporting one of the highest daily rates of Coronavirus spread in the world. 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.” Eduniversal Best Masters Ranking by country. 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. Find all upcoming international conferences in Korea (south) for 2020 & 2021 only at allconferencealert.com - The leading Conference, Event, Seminar, Webinar & Workshop listing provider. It will be a national research data hub with discovery, analysis and collaboration services, as shown in Figure 11. Subsequently, we introduce on-going efforts to realize open research data in Korea. But the purpose and tools used by each discipline are different. 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. Open research data policies, including mandatory data management plans, have been implemented globally (Holdren 2013; ORDF 2016). Incentivizing research data management and sharing activities so that researchers can receive proper academic credit for their contributions. 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. The government designates nine key research outcomes and systematically manages them by establishing institutions devoted to their management. 1In Korea, major government-funded research institutes belong to NST, and only two out of 25 institutions could not participate in this survey due to certain security reasons. Flattening the Curve in 20 days with Big Data, AI and Smart Tech. Scientific Data, 3. Data Science Journal, 19(1), 29. Due to recent advancements in digital technology, such as high-tech research equipment, sensors, and data-processing technology, a large volume of research data is currently being created, and the science paradigm is also becoming more data-driven (Hey 2009). MERC experience taught Korea another lesson - ”aggressive testing”. Due to virus novelty in the country, it took a couple of days until the illness was correctly diagnosed. They held 26 meetings over a course of five months and conducted a public hearing in December of 2017. The respondents were widely distributed in nearly all fields of science and technology, as shown in Figure 1. Make R Great Again. and Lee, S., 2020. The impact of the coronavirus varies between countries massively. Jan. 12, 2021. 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. This research was supported by Korea Institute of Science and Technology Information (KISTI). Organizers add their Conferences, Events, Seminars, Webinars & Workshops for free. The benefits of EMBL-EBI (European Bioinformatics Institute) data and services are estimated to be worth £1 billion per annum worldwide, also having a return on investment in R&D estimated to be worth some £920 million annually (Beagrie & Houghton 2016). Microsoft Research. Data are everywhere. In Korea, there are on-going efforts to implement FAIR data principles (Wilkinson 2016) through the entire research life cycle. 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. The development of social science data services in Korea Main activities • Data search and download online • Variable database • Data-related publication database • Online analysis services 230+ Courses opened since 2007 7,500+ Total no. 1, 2020, p. 29. 다시 R을 위대하게 !!! 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. The skills acquired will be applicable to business applications, industrial applications and also to scientific data exploration. 1 (2020): 29. 2013. One half of the respondents use the same platform to manage publications and research data, and the most common platform was DSpace, followed by Dataverse. Only six studies out of 53 ‘landmark’ papers in preclinical cancer research were reproduced (Begley & Ellis 2012). Researchers in Korea lack experience in data sharing, tend to hesitate to disclose their data, and reported that they do not receive sufficient data management support from their institutions. 2016. CCTV cameras are also used extensively when monitoring and analyzing virus transmission. The additional file for this article can be found as follows: RDM survey questionnaire. We plan to incorporate DMP creation and management tools into the repository in order to support the entire research data life cycle from planning to sharing. DOI: https://doi.org/10.1038/533452a, Barsky, E. 2015. DOI: https://doi.org/10.14288/1.0348069. Use Icecream Instead, 7 A/B Testing Questions and Answers in Data Science Interviews, 10 Surprisingly Useful Base Python Functions, The Best Data Science Project to Have in Your Portfolio, Three Concepts to Become a Better Python Programmer, Social Network Analysis: From Graph Theory to Applications with Python. The International Science Council’s Committee on Data (CODATA) and World Data System (WDS), and the Research Data Alliance (RDA) are delighted to announce that the 2021 edition of International Data Week (IDW 2021) will be held on 8–11 November 2021 in Seoul, South Korea. The name "Korea" is derived from Goryeo, a dynasty which ruled in the Middle Ages. Data Science Journal. The establishment of a collaborative network between various stakeholders has been carefully approached. 44 open jobs for Data scientist in South Korea. Moreover, 48% of the respondents reported that they will share their data three or more years after the end of the project. In this course, students will understand characteristics of language through big data. The infection caused 186 MERS-CoV cases in the country and resulted in 14-day quarantine for 16,993 Koreans and an economic loss of 8.5 billion US dollars. The survey covers the current status of the creation, management, and utilization of research data, the will to participate, and the researchers’ needs (see Appendix). Concordat on Open Research Data. A national data management and utilization system, including national data discovery services and disciplinary data centers, represents a dire need for researchers. She has been in contact with hundreds of people and has successfully transmitted the virus to many of them. We make a structured dataset based on the report materials of KCDC and local governments. All the symptoms are included in the database, and the patients are advised on the next steps. Government-funded research institutes under NST have also been revising their own R&D project management regulations, and most of them will begin to mandate a DMP later in 2020. Most countries are still under heavy quarantine restrictions while others are opening the economy and returning to normal life. Once combined, a comprehensive picture of a confirmed patient’s movement is shared publicly. Institutional data repository for government-funded research institutes. 2016. Digital economy, AI and big data are all terms often used by the government in many of its latest initiatives. This specialisation is designed to provide an opportunity for graduates from all disciplines to gain advanced skills and knowledge in handling data which are commonly known as Big Data, as well as producing and interpreting data analytics. To build a national plan, the Ministry of Science and ICT (MSIT) organized a task force called “Collect and Renew” in 2017. 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. In addition, open research data can deliver benefits to diverse members of society, such as citizens and companies, as well as researchers. But as the graph suggests, the curve’s started to flatten much faster than initially anticipated, and the situation was maintained. 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. With data science, we can make personalized offers to different customer segments and gain more profits. COAR Survey of Research Data Management. Nature, 483(7391): 531–533. Remote medicine is targeting either potential or confirmed patients to monitor the symptoms and further development of coronavirus. A number of approaches to the linguistic analysis of written and spoken texts will be discussed. Jan. 12, 2021. Nearly half of the data is structured, such as numerical data. Consequently, the numbers of journals and institutions dedicated to verifying the reproducibility of the published research have been increasing. EMBL-EBI Report. A Masters degree in South Korea will usually require at least two years of study. 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. To increase the reusability and transparency of research, it is a top priority to build a nationwide ecosystem of research data sharing and utilization. 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. KCDC (Korea Centers for Disease Control & Prevention) announces the information of COVID-19 quickly and transparently. Shearer, K and Furtado, F. 2017. Data infrastructure available to individual researchers remains insufficient. 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. 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. Hands-on real-world examples, research, tutorials, and cutting-edge techniques delivered Monday to Thursday. Retailers try to predict how much of a specific product or service customers may want to purchase during a certain time period. Data Science Journal, vol. In addition, researchers demanded the following to encourage data management and sharing: In Korea, nearly all R&D information, including project information, participants, and outcomes, is being collectively managed by NTIS. 7. It was also found that 80% or more researchers have a strong demand for other researchers’ data, and they usually receive such data via E-mail/FTP. We hope to create an open science ecosystem by creating, managing, and utilizing research data in a FAIR way. Core topics include data modeling, data management, data mining, continuous and categorical data methods and applications, teamwork, and communication. Still, countries like South Korea, Singapur, and Taiwan were able to react to the situation almost instantly and bounce back faster. 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. 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. Some are facing robust challenges and struggling to get the outbreak under control. Choi, M.-. OECD. Researchers in Korea lack experience in data sharing, tend to hesitate to disclose their data, and reported that they do not receive sufficient data management support from their institutions. Recently, awareness of a reproducibility crisis of scientific research has increased (Baker 2016). Data on Korea across agriculture,development,economy,education,energy,environment,finance,government,health,innovation and technology,jobs,society Find, compare and share OECD data by country. An infected lady traveling from Chinese Wuhan was isolated, and officials managed to keep the situation under control. Therefore, the participating institutions can be considered to have covered all areas of science and technology in Korea. AI is used to classify patients into four categories: mild, moderate, severe and very severe. DOI: https://doi.org/10.1002/asi.23892. Based on these laws, individual government ministries operate R&D projects by establishing their own project management regulations. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, M.-. AI helped to shorten the period needed to design and build test kits. Fourth, to facilitate convergence and collaboration among researchers or research groups, research community services support the creation of thematic research communities, communication among researchers, and the sharing and utilization of research data. These are the top universities in South Korea for computer science, based on their reputation and research in the field. There are also AI-powered applications using chatbots to call people who need medical attention. seok . Find over 19 Data Science groups with 8199 members near you and meet people in your local community who share your interests. Following an amendment of the Regulations, the R&D project management regulations of individual governmental ministries are under revision. 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.”. Hey, T, TanSley, S and Tolle, K. 2009. The goal of open research data is to facilitate easy access and reuse of data collected and created throughout the research process (OECD 2015). Wilkinson, M, et al. 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. Science as an open enterprise. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, M.-. Despite the low numbers, South Korea started to cooperate with biotech companies on test development for Coronavirus. 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. 2In particular, data sharing rates are considerably lower than those in other studies (Tenopir 2015, Barsky 2015). 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. 3There exist several acts, such as the “Official Information Disclosure Act” and the “Act on Promotion and Use of Public Data” related to public data disclosure in Korea. Big Data focuses on all the information which cannot be … Begley, C and Ellis, L. 2012. Various types of research data are being produced from three quarters of the R&D projects, as shown in Figure 2. The OECD is actively promoting open science, and many countries are implementing policies and infrastructure projects related to open science (OECD 2015; RS 2012; Salmi 2015). We are also developing an institutional data repository (Figure 13) for government-funded research institutes. Because stakeholders have little experience in managing and sharing research data and have high psychological barriers, a gradual approach is preferred through sufficient discussions along with legal and technological support. Disqus. Many things need to be addressed. 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. Also, we analyze and visualize the data using various data mining or visualization techniques. 7 Sep. Freedman, L, Cockburn, I and Simcoe, T. 2015. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, Myung-seok, and Sanghwan Lee. Besides Mainland China, the number of infected people was the highest, and the forecast was predicting anything, but the worst-case scenarios. The whole examination is established via video call with the use of smartphones. Using Data Science in retail can help increase profits without running A/B tests. The most frequent sharing methods are E-mail/FTP and legacy in-house systems, possibly due to insufficient data-sharing infrastructure and few domestic data repositories available. Reticulate: R and Python. COVID-19 has infected more than 10,000 people in South Korea. Course content will vary between institutions and across different fields, but you should generally expect to complete coursework to the value of 24 credits (roughly equivalent to 48 of the ECTS credits used by universities following the Bologna system) before passing a final examination. 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