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. Data Science Journal, vol. 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. The name "Korea" is derived from Goryeo, a dynasty which ruled in the Middle Ages. The greatest hurdles when collecting data are dealing with undisclosed data, with unknown data following, as shown in Figure 7. They held 26 meetings over a course of five months and conducted a public hearing in December of 2017. White House OSTP Memorandum. Retailers try to predict how much of a specific product or service customers may want to purchase during a certain time period. Kim, Y and Yoon, A. Data Science Journal 19 (1): 29. To promote the sharing and reuse of research data, research data itself should be recognized as a first-class research object. Discover the Best Masters Ranking in South Korea Apply for Data Scientist job with BCG in Seoul, South Korea. seok .and S. Lee. 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. Local and external hard drives are the most popular storage types for research data, and only 19.6% of the respondents reported using external data repositories. 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. Korean has an issue. Offered by Korea Advanced Institute of Science and Technology(KAIST). 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. Scientists’ data reuse behaviors: A multilevel analysis. 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). Subsequently, we introduce on-going efforts to realize open research data in Korea. 1, 2020, p. 29. Research institutes support intramural data sharing and utilization. From August 13 to September 7 of that year, the survey was distributed via our online survey system. 2013. It will be a national research data hub with discovery, analysis and collaboration services, as shown in Figure 11. Data Science & Big Data degrees often overlap and teach students how to work with large amounts of information. In Korea, there are on-going efforts to implement FAIR data principles (Wilkinson 2016) through the entire research life cycle. 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. By the time the virus was confirmed, it has been further transmitted, and it seemed almost impossible to trace who was infected. With the rapid emergence of digital devices, an unstoppable, invisible force is changing human lives in incredible ways. OECD. In this course, students will understand characteristics of language through big data. The FAIR Guiding Principles for scientific data management and stewardship. The Economics of Reproducibility in Preclinical Research. 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. and Lee, S., 2020. Hands-on real-world examples, research, tutorials, and cutting-edge techniques delivered Monday to Thursday. 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. Salmi, J. Thanks to cautious planning and utilization of AI, they were able to flatten the curve at a super-fast pace. We make a structured dataset based on the report materials of KCDC and local governments. Also, we analyze and visualize the data using various data mining or visualization techniques. Therefore, the participating institutions can be considered to have covered all areas of science and technology in Korea. The design of test kits was developed with the use of Artificial Intelligence. A national data management and utilization system, including national data discovery services and disciplinary data centers, represents a dire need for researchers. There were many of them developed within a couple of days. Making Open Science a Reality. Begley, C and Ellis, L. 2012. Recently, awareness of a reproducibility crisis of scientific research has increased (Baker 2016). 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. In the long term, a separate legislation for open research data on a national level would be more desirable. The Royal Society. This occurs mainly because most researchers feel that they own the data created from publicly funded projects, and the data has not yet been accepted as a major research achievement.2. This degree can be a initial step towards pursuing a doctorate, or to a career in data science. Tenopir, C, et al. Data infrastructure available to individual researchers remains insufficient. 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. R. Library Staff Publications and Research, University of British Columbia. AI is used to classify patients into four categories: mild, moderate, severe and very severe. Organisation for Economic Co-operation and Development (OECD) DOI: http://doi.org/10.5334/dsj-2020-029. Although nearly all of the researchers reported that they manage their data and have data management policies or guidelines, as shown in Figure 3, most researchers tended to store and manage data on a personal or laboratory level, usually with their PC or via an external hard drive. 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. 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. They’ve developed test kits almost instantly and distributed them into every hospital in the country. COAR Survey of Research Data Management. PLOS Biology, 13(6). 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. The app gives information about the history, timeline, and the location visited by the individual. 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. They are usually stored and managed separately on a personal or laboratory level, and are shared only through personal requests. A Data Scientist uses the information collected to discover data courses such as revenues, testimonials and product information. (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. EMBL-EBI Report. Due to virus novelty in the country, it took a couple of days until the illness was correctly diagnosed. 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. 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. Despite the low numbers, South Korea started to cooperate with biotech companies on test development for Coronavirus. Using Data Science in retail can help increase profits without running A/B tests. Excel errors and science papers. 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). 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. Data Science Journal, 19(1), p.29. 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. Open Research Data Forum Report. Choi, M.-. In this regulation, a definition of research data was added and a data management plan (DMP) became mandatory for national R&D projects. Make R Great Again. Make learning your daily ritual. Korea didn’t face the problem with an insufficient number of tests like other countries did. 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. Wilkinson, M, et al. 2016. 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. Flattening the Curve in 20 days with Big Data, AI and Smart Tech. 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. 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). University of Southern Queensland's Master of Science in Applied Data Science. This repository will also provide federated ID authentication, including ORCID (https://orcid.org) and KAFE (https://www.kafe.or.kr). We hope to create an open science ecosystem by creating, managing, and utilizing research data in a FAIR way. Published this year for the first time ever, the below table allows you to easily compare the top universities in South Korea. 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. 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 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. 2020. 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.”. Inventory management. Jupyter is taking a big overhaul in Visual Studio Code. Increasing Access to the Results of Federally Funded Scientific Research. CCTV cameras are also used extensively when monitoring and analyzing virus transmission. 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. Is Apache Airflow 2.0 good enough for current data engineering needs? 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. 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. 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. With data science, we can make personalized offers to different customer segments and gain more profits. DOI: https://doi.org/10.14288/1.0348069. The skills acquired will be applicable to business applications, industrial applications and also to scientific data exploration. Consequently, the numbers of journals and institutions dedicated to verifying the reproducibility of the published research have been increasing. Research Data Management Status of Science and Technology Research Institutes in Korea. 2017. 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. Scientific Data, 3. Research Data Management Status of Science and Technology Research Institutes in Korea. 2016. The establishment of a collaborative network between various stakeholders has been carefully approached. Artificial intelligence-based big data solutions enabled scientists to understand the genetic make-up of coronavirus rapidly. In addition, internal R&D project management regulations and guidelines were amended in R&D funding institutions and NST under MSIT. Functions for professional users include the provision of an infrastructure as a service (IaaS) environment, which allows researchers to configure their own analysis environments. National strategic plan for research data sharing and utilization in Korea. “Research Data Management Status of Science and Technology Research Institutes in Korea”. The Value and Impact of the European Bioinformatics Institute. 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. 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. 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. Digital economy, AI and big data are all terms often used by the government in many of its latest initiatives. Is There a Reproducibility Crisis? 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. These research outcomes are research papers, patents, project reports, technology summary information, software, research facilities and equipment, chemical compounds, biological resources, and new varieties of plants. Nature, 483(7391): 531–533. DOI: https://doi.org/10.5334/dsj-2020-029.s1. Study on Open Science: Impact, Implications and Policy Options. 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