KCDC (Korea Centers for Disease Control & Prevention) announces the information of COVID-19 quickly and transparently. Scientific Data, 3. Nearly half of the data is structured, such as numerical data. George Mason University Korea, located at the Incheon Global Campus in Songdo, announced that it will offer the Computational and Data Science program starting Spring 2021. Organizers add their Conferences, Events, Seminars, Webinars & Workshops for free. The Economics of Reproducibility in Preclinical Research. “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). Six pilot projects focusing on bioinformatics, materials, large research equipment, and AI are being conducted to forge reusable data, and disciplinary sharing practices. To promote the sharing and reuse of research data, research data itself should be recognized as a first-class research object. 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. 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. This research was supported by Korea Institute of Science and Technology Information (KISTI). To help uncover the true value of your data, MIT Institute for Data, Systems, and Society (IDSS) created the online course Data Science and Big Data Analytics: Making Data-Driven Decisions for data scientist professionals looking to harness data in new and innovative ways. Choi, M.-. UCSB’s Data Science 42 credit master’s degree is a track within the Master of Arts in Statistics. seok ., & Lee, S. (2020). KAIST - Korea Advanced Institute of Science and Technology earns the honor of topping this inaugural table, finishing ahead of Seoul National University (SNU). 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. of participants 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. Discover the Best Masters Ranking in South Korea Open Research Data Forum. MERC experience taught Korea another lesson - ”aggressive testing”. Furthermore, we are attempting to establish a tiered research data sharing and utilization ecosystem at the national level, as shown in Figure 12. Shearer & Furtano (2017) surveyed 43 COAR members regarding requirements in the area of research data management in 2016. They’ve developed test kits almost instantly and distributed them into every hospital in the country. This repository will also provide federated ID authentication, including ORCID (https://orcid.org) and KAFE (https://www.kafe.or.kr). +27 800 780004 - Available 24/7. Open science movements are expanding from open access publications to open research data. 2020. The Royal Society. COAR Survey of Research Data Management. It is becoming increasingly important to increase the reusability and transparency of research through nationwide research data sharing and utilization efforts. Open research data policies, including mandatory data management plans, have been implemented globally (Holdren 2013; ORDF 2016). The genetic make-up of the virus usually takes 2–3 months. Restaurant and hotel visits, which transportation means they used, which line or bus number they took, even the exact seat in the movie theater is tracked. Nature, 533(7604): 452–454. 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. Choi, M.-. We make a structured dataset based on the report materials of KCDC and local governments. Only a small percentage of research data is being openly shared; usually it is shared only for personal requests for research purposes, as shown in Figure 5. COVID-19 has infected more than 10,000 people in South Korea. Incentivizing research data management and sharing activities so that researchers can receive proper academic credit for their contributions. 2015. Students will learn how to collect and analyze big data, and find linguistic features from the data. There are more than 1.1 million operational CCTV cameras in South Korea every day. Acknowledgements 2016. Jan. 12, 2021. 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. Apply for Data Scientist job with BCG in Seoul, South Korea. A number of approaches to the linguistic analysis of written and spoken texts will be discussed. Many things need to be addressed. Learning from the experience with MERC, they were able to apply effective measures like: Smart Contact Tracing; Aggressive Testing & Diagnostics; Telemedicine 7 Sep. Freedman, L, Cockburn, I and Simcoe, T. 2015. 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. DOI: https://doi.org/10.14288/1.0348069. A Data Scientist uses the information collected to discover data courses such as revenues, testimonials and product information. Artificial intelligence-based big data solutions enabled scientists to understand the genetic make-up of coronavirus rapidly. Open Research Data Forum Report. 44 open jobs for Data scientist in South Korea. European Commission Report. Some are facing robust challenges and struggling to get the outbreak under control. They held 26 meetings over a course of five months and conducted a public hearing in December of 2017. AI is used to classify patients into four categories: mild, moderate, severe and very severe. To increase the reusability and transparency of research, it is a top priority to build a nationwide ecosystem of research data sharing and utilization. White House OSTP Memorandum. 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. 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). Salmi, J. Institutional support for the sharing and reuse of research data is still lacking, and researchers’ awareness of data management and sharing is also low. In this paper, we investigate survey results pertaining to the creation, management, and utilization of research data for science and technology researchers from government-funded research institutes in Korea conducted in 2018. Most countries are still under heavy quarantine restrictions while others are opening the economy and returning to normal life. But the purpose and tools used by each discipline are different. 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. Technologically supporting data management and data-driven research by dedicated professionals, and by building institutional/sectoral/national research data infrastructure to improve the findability and accessibility of research data. 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. COAR Report. To establish a legal basis for the collection, management, sharing and utilization of research data, which are intermediate and final products of national R&D projects, the part entitled the Regulations3 was amended in March of 2019, going into effect in September of 2019. Find over 19 Data Science groups with 8199 members near you and meet people in your local community who share your interests. 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. The design of test kits was developed with the use of Artificial Intelligence. and Lee, S., 2020. South Korea is a great example of how AI and Big Data should be applied for social good — reducing reaction time, increasing accuracy, and deploying solutions throughout the whole country. 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. Is Apache Airflow 2.0 good enough for current data engineering needs? Research data is organized according to the collection-dataset-file hierarchy, and a standardized metadata management system allows for multiple customizable schemas for various types of research data. 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. Shearer, K and Furtado, F. 2017. Korean has an issue. Data Science & Big Data degrees often overlap and teach students how to work with large amounts of information. Data Science Journal, vol. Tenopir et al. (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. 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. 2017. 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. Using Data Science in retail can help increase profits without running A/B tests. Data Science Journal, 19(1), p.29. 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. It consists of five key tasks: fostering a research data management system and disciplinary data sharing communities; developing a national research data platform; supporting the development of data and computing utilization experts; establishing a legal basis for research data management, sharing and utilization; and lastly promoting the industrial utilization of research data and the creation of new jobs. She has been in contact with hundreds of people and has successfully transmitted the virus to many of them. Beagrie, N and Houghton, J. 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. Begley, C and Ellis, L. 2012. 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. Simple referencing "at some part" is Okay, But DO NOT COPY THIS ALL SOLUTION TO OUR CLASS IN THIS SEMESTER! DOI: http://doi.org/10.5334/dsj-2020-029, Choi, M.-. Also, we analyze and visualize the data using various data mining or visualization techniques. Available at https://www.coar-repositories.org/files/COAR-RDM-Survey-Jan-2017.pdf. Find all upcoming international conferences in Korea (south) for 2020 & 2021 only at allconferencealert.com - The leading Conference, Event, Seminar, Webinar & Workshop listing provider. Due to virus novelty in the country, it took a couple of days until the illness was correctly diagnosed. 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. This degree can be a initial step towards pursuing a doctorate, or to a career in data science. Research data of various types and sizes are being created in national R&D projects. Jan. 12, 2021. seok .and S. Lee. Infrastructure for the sharing and reuse of research data is also insufficient. 7. Is There a Reproducibility Crisis? Research Data Management Status of Science and Technology Research Institutes in Korea. 1 (2020): 29. This occurs because the construction of data is not considered a major research output, and the management and sharing of data is a burden to researchers due to additional management tasks and responsibility issues. 2012. Organisation for Economic Co-operation and Development (OECD) 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. PLOS ONE, 10(8). 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. All the symptoms are included in the database, and the patients are advised on the next steps. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, M.-. The app gives information about the history, timeline, and the location visited by the individual. Despite the low numbers, South Korea started to cooperate with biotech companies on test development for Coronavirus. Thanks to cautious planning and utilization of AI, they were able to flatten the curve at a super-fast pace. comments powered by 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. The plan was placed on the agenda for the NSTC steering committee in January of 2018. In this regulation, a definition of research data was added and a data management plan (DMP) became mandatory for national R&D projects. DOI: http://doi.org/10.5334/dsj-2020-029. Following an amendment of the Regulations, the R&D project management regulations of individual governmental ministries are under revision. Others will let you know about the place with available face masks or the closest place to be tested. Research funders develop and enforce data policies, and the national research data center is in charge of supporting data policies, delivering data discovery services, and activating a national collaborative network. Besides Mainland China, the number of infected people was the highest, and the forecast was predicting anything, but the worst-case scenarios. Remote medicine is targeting either potential or confirmed patients to monitor the symptoms and further development of coronavirus. Institutional data repository for government-funded research institutes. Data Science is a versatile area which combines scientific techniques, systems and processes to extract information from various forms of data. Core topics include data modeling, data management, data mining, continuous and categorical data methods and applications, teamwork, and communication. seok . The greatest hurdles when collecting data are dealing with undisclosed data, with unknown data following, as shown in Figure 7. 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. 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. DOI: https://doi.org/10.1371/journal.pone.0134826. The company called Seegene managed to develop tests in less than three weeks, thanks to automation and AI. 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. DOI: https://doi.org/10.1038/533452a, Barsky, E. 2015. Research Data Management Status of Science and Technology Research Institutes in Korea. We hope to create an open science ecosystem by creating, managing, and utilizing research data in a FAIR way. The Value and Impact of the European Bioinformatics Institute. 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. Data Science & Analytics at BCG With data science, we can make personalized offers to different customer segments and gain more profits. In addition, researchers consider data management as an additional task and are sensitive to the responsibility issues of quality and reliability. Changes in Data Sharing and Data Reuse Practices and Perceptions among Scientists Worldwide. Data Science Class (COSE-471, Spring, 2018) Note. 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.” (Tenopir 2015: 19). Recently, awareness of a reproducibility crisis of scientific research has increased (Baker 2016). Openness of the data created and utilized in research is indispensable to verify the reproducibility of research. 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. Retailers try to predict how much of a specific product or service customers may want to purchase during a certain time period. There are also AI-powered applications using chatbots to call people who need medical attention. We are also developing an institutional data repository (Figure 13) for government-funded research institutes. Nature, 483(7391): 531–533. OECD. Data are everywhere. 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. Moreover, the cumulative prevalence of irreproducible preclinical research is reported to exceed 50% (Freedman, Cockburn & Simcoe 2015). 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). Back in February 2020, South Korea was reporting one of the highest daily rates of Coronavirus spread in the world. Disqus. 2In particular, data sharing rates are considerably lower than those in other studies (Tenopir 2015, Barsky 2015). DOI: https://doi.org/10.5334/dsj-2020-029.s1. National strategic plan for research data sharing and utilization in Korea. Unstructured data, such as images, videos, and texts, also account for a significant portion. 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. Some of them are providing general information on symptoms. Journal of the Association for Information Science and Technology, 68(12): 2709–2719. Offered by Korea Advanced Institute of Science and Technology(KAIST). 19, no. Research Data Management Status of Science and Technology Research Institutes in Korea. Therefore, the participating institutions can be considered to have covered all areas of science and technology in Korea. Openness is a major premise of scientific research, allowing a self-correction mechanism to work, enabling new scientific discoveries, and helping to eliminate bad science by increasing the transparency of research in general (RS 2012). Also, we analyze and visualize the data using various data mining or visualization techniques. South Korea has already faced a similar situation but on a much smaller scale. DOI: https://doi.org/10.1371/journal.pbio.1002165. Students are required to complete a Data Science Project, either assigned or selected by the student. 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. However, only a small percentage of research data, such as biological resources and chemical compounds, is managed on a nationwide level. Microsoft Research. 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. DOI: http://doi.org/10.5334/dsj-2020-029, Choi M-seok and Lee S, ‘Research Data Management Status of Science and Technology Research Institutes in Korea’ (2020) 19 Data Science Journal 29 DOI: http://doi.org/10.5334/dsj-2020-029, Choi, Myung-seok, and Sanghwan Lee. In today’s society it is becoming more and more important to put these data effectively and safely to use. The impact of the coronavirus varies between countries massively. Based on these laws, individual government ministries operate R&D projects by establishing their own project management regulations. 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). “Research Data Management Status of Science and Technology Research Institutes in Korea”. Take a look, Stop Using Print to Debug in Python. Among various stakeholders, there are wide discrepancies in their points of view regarding the sharing and reuse of research data. The core courses of the programme provide the key skill set of a data scientist: applying machine learning, managing large data sets, and generating interesting visualisations. Search Data scientist jobs in South Korea with company ratings & salaries. 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. seok . Only six studies out of 53 ‘landmark’ papers in preclinical cancer research were reproduced (Begley & Ellis 2012). In addition, open research data can deliver benefits to diverse members of society, such as citizens and companies, as well as researchers. They held 26 meetings over a course of five months and conducted a public hearing in December 2017. 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