Excel errors and science papers. 2013. Before major spread by super transmitter event, there were only 30 confirmed cases compared to 75.000 in China. 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. Find over 19 Data Science groups with 8199 members near you and meet people in your local community who share your interests. UCSB’s Data Science 42 credit master’s degree is a track within the Master of Arts in Statistics. Holdren, J. Data Science Journal 19, no. 2020;19(1):29. Economist. and Lee, S., 2020. Search Data scientist jobs in South Korea with company ratings & salaries. 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. Changes in Data Sharing and Data Reuse Practices and Perceptions among Scientists Worldwide. 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). Data are everywhere. COAR Report. Incentivizing research data management and sharing activities so that researchers can receive proper academic credit for their contributions. 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. This research was supported by Korea Institute of Science and Technology Information (KISTI). But the purpose and tools used by each discipline are different. “Research Data Management Status of Science and Technology Research Institutes in Korea”. The Royal Society. 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. 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, the cumulative prevalence of irreproducible preclinical research is reported to exceed 50% (Freedman, Cockburn & Simcoe 2015). 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. Students will learn how to collect and analyze big data, and find linguistic features from the data. 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. All the symptoms are included in the database, and the patients are advised on the next steps. KAIST - Korea Advanced Institute of Science and Technology earns the honor of topping this inaugural table, finishing ahead of Seoul National University (SNU). The skills acquired will be applicable to business applications, industrial applications and also to scientific data exploration. 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. By the time the virus was confirmed, it has been further transmitted, and it seemed almost impossible to trace who was infected. 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. Core topics include data modeling, data management, data mining, continuous and categorical data methods and applications, teamwork, and communication. Jan. 12, 2021. The most prestigious comprehensive universities are Seoul National University, Korea Advanced Institute of Science and Technology, Yonsei University and Korea University. 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). It would enable them easily to share and reuse their research data. The name "Korea" is derived from Goryeo, a dynasty which ruled in the Middle Ages. In this course, students will understand characteristics of language through big data. seok . 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. 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. of National Research and Development Projects” (the Regulations). University of Southern Queensland's Master of Science in Applied Data Science. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, Myung-seok, and Sanghwan Lee. Increasing numbers of errors are found in supplementary data submitted to well-known research journals (Economist 2016). 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.”. The Economics of Reproducibility in Preclinical Research. 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. OECD Science, Technology and Industry Policy Papers. Institutional support for the sharing and reuse of research data is still lacking, and researchers’ awareness of data management and sharing is also low. 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. Kim, Y and Yoon, A. 2017. All has changed with the “patient 31”. Data Science and Big Data degrees. R. Library Staff Publications and Research, University of British Columbia. 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. Research Data Management Survey: Science and Engineering. and Lee, S., 2020. 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. 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. In addition, internal R&D project management regulations and guidelines were amended in R&D funding institutions and NST under MSIT. 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. First, the platform offers functions to store and manage various types of big research data. Data Science Journal, vol. In this regulation, a definition of research data was added and a data management plan (DMP) became mandatory for national R&D projects. Korea didn’t face the problem with an insufficient number of tests like other countries did. Making Open Science a Reality. 19, no. Shearer & Furtano (2017) surveyed 43 COAR members regarding requirements in the area of research data management in 2016. Hands-on real-world examples, research, tutorials, and cutting-edge techniques delivered Monday to Thursday. Data Science Korea Univ. Recently, awareness of a reproducibility crisis of scientific research has increased (Baker 2016). Flattening the Curve in 20 days with Big Data, AI and Smart Tech. This platform provides functions to register and manage research data, services to connect and query domestic and international research data, cloud-based research data workflow analysis environments, research data repository hosting services, and research community services to support collaborative studies. In addition, open research data can deliver benefits to diverse members of society, such as citizens and companies, as well as researchers. 2015. When we’re coming back to the story about our patient 31, the officials were able to track her movement, people she came to contact with, and alert everyone who might be at risk. Acknowledgements Close cooperation between various stakeholders, including data producers, data managers, researchers, policymakers, and research funders, is essential for a research data sharing and utilization system to work at the national level. 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. Still, countries like South Korea, Singapur, and Taiwan were able to react to the situation almost instantly and bounce back faster. Inventory management. The additional file for this article can be found as follows: RDM survey questionnaire. Besides AI-based solutions, there is also telemedicine, supporting social distancing and enabling patients to stay in touch with the healthcare personnel. Moreover, 48% of the respondents reported that they will share their data three or more years after the end of the project. Find all upcoming international conferences in Korea (south) for 2020 & 2021 only at allconferencealert.com - The leading Conference, Event, Seminar, Webinar & Workshop listing provider. The whole examination is established via video call with the use of smartphones. In addition, researchers consider data management as an additional task and are sensitive to the responsibility issues of quality and reliability. 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. 2In particular, data sharing rates are considerably lower than those in other studies (Tenopir 2015, Barsky 2015). Also, we analyze and visualize the data using various data mining or visualization techniques. Some are facing robust challenges and struggling to get the outbreak under control. Microsoft Research. We hope to create an open science ecosystem by creating, managing, and utilizing research data in a FAIR way. Simple referencing "at some part" is Okay, But DO NOT COPY THIS ALL SOLUTION TO OUR CLASS IN THIS SEMESTER! 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. The authors have no competing interests to declare. 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. 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). The greatest hurdles when collecting data are dealing with undisclosed data, with unknown data following, as shown in Figure 7. 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. We are looking for a hands-on person that earns trust and respect of the team and the larger organization. With data science, we can make personalized offers to different customer segments and gain more profits. Nearly half of the data is structured, such as numerical data. DOI: http://doi.org/10.5334/dsj-2020-029, Choi, M.-. Take a look, Stop Using Print to Debug in Python. 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. Infrastructure for the sharing and reuse of research data is also insufficient. Moreover, AI is allowing health personal to screen accurately and speedily diagnose patients. seok . Open Research Data Forum Report. 2015. Begley, C and Ellis, L. 2012. The Value and Impact of the European Bioinformatics Institute. EMBL-EBI Report. Data Science Class (COSE-471, Spring, 2018) Note. The plan was placed on the agenda for the NSTC steering committee in January of 2018. Make R Great Again. “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). 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. 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. The Royal Society Science Policy Centre Report. 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. A Data Scientist uses the information collected to discover data courses such as revenues, testimonials and product information. MERC experience taught Korea another lesson - ”aggressive testing”. Besides Mainland China, the number of infected people was the highest, and the forecast was predicting anything, but the worst-case scenarios. Increasing Access to the Results of Federally Funded Scientific Research. DOI: http://doi.org/10.5334/dsj-2020-029. comments powered by 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. Choi, M.-. Thanks to cautious planning and utilization of AI, they were able to flatten the curve at a super-fast pace. Science as an open enterprise. Digital economy, AI and big data are all terms often used by the government in many of its latest initiatives. 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. Shearer, K and Furtado, F. 2017. 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). Wilkinson, M, et al. DOI: https://doi.org/10.1038/533452a, Barsky, E. 2015. 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. The main objective is to inform the public about coronavirus from different perspectives. It will be a national research data hub with discovery, analysis and collaboration services, as shown in Figure 11. Only six studies out of 53 ‘landmark’ papers in preclinical cancer research were reproduced (Begley & Ellis 2012). DOI: https://doi.org/10.1038/483531a. The genetic make-up of the virus usually takes 2–3 months. Openness of the data created and utilized in research is indispensable to verify the reproducibility of research. Choi, M.-. 2012. South Korea is now a liberal democracy and an economic powerhouse. Using Data Science in retail can help increase profits without running A/B tests. Nature, 483(7391): 531–533. The government designates nine key research outcomes and systematically manages them by establishing institutions devoted to their management. four-year integrated masters MSci in Data Science (Hons) Our three-year BSc in Data Science (DatSci) and four-year MSci in Data Science (MDatSci) are Single Honours courses specifically designed for individuals keen to be exposed to the sophisticated theory and methods required for addressing modern data-analytic challenges. 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. Data Science is a versatile area which combines scientific techniques, systems and processes to extract information from various forms of data. A number of approaches to the linguistic analysis of written and spoken texts will be discussed. European Commission Report. 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.” 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. In the long term, a separate legislation for open research data on a national level would be more desirable. Some of them are providing general information on symptoms. 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. A Masters degree in South Korea will usually require at least two years of study. Jan. 12, 2021. The first case of the virus in South Korea was confirmed on January 20. Data Science Journal, 19(1), p.29. Unstructured data, such as images, videos, and texts, also account for a significant portion. But as the graph suggests, the curve’s started to flatten much faster than initially anticipated, and the situation was maintained. Currently, action plans for pursuing this strategy are being developed and several pilot projects are underway. The contact tracing app is based on different kinds of data: Information about location might be tracked through several sources: GPS data from smart devices, credit card transactions, or others. Available at https://www.coar-repositories.org/files/COAR-RDM-Survey-Jan-2017.pdf. 2020. 7 Sep. Freedman, L, Cockburn, I and Simcoe, T. 2015. Also, we analyze and visualize the data using various data mining or visualization techniques. Most countries are still under heavy quarantine restrictions while others are opening the economy and returning to normal life. The impact of the coronavirus varies between countries massively. Raise standards for preclinical cancer research. Baker, M. 2016. 1, 2020, p. 29. Insufficient incentives and insufficient infrastructure were also cited, as shown in Figure 6. Make learning your daily ritual. 2015. It is becoming increasingly important to increase the reusability and transparency of research through nationwide research data sharing and utilization efforts. White House OSTP Memorandum. of participants PLOS Biology, 13(6). Published this year for the first time ever, the below table allows you to easily compare the top universities in South Korea. To predict how much of a collaborative network between various stakeholders, there are on-going efforts to open., managing, and communication be discussed shared publicly inform the public about coronavirus different... 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