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Research Publication and Presentation |
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X-Informatics: Change of scientific research by the Fourth Paradigm and the development of data-intensive science
The Fourth Paradigm is a term that refers to data-intensive science, which is the framework of the fourth scientific research following experimental or observational science, theoretical science, and computational science. The methodology of scientific research, starting from building a database that aggregates large-scale data and obtains new knowledge through data-driven analysis, has been used in many scientific fields and is forming new fields called X-Informatics. This paper gives an overview of the characteristics of X-Informatics and summarizes their strengths and weaknesses based on case studies in several fields. We also discuss the changes in research methods caused by X-Informatics in terms of separation and trust between data providers and analyzers.
Citation
Asanobu KITAMOTO,
"X-Informatics: Change of scientific research by the Fourth Paradigm and the development of data-intensive science",
The Journal of Information Science and Technology Association,
Vol. 71,
No. 6,
pp. 240-246,
doi:10.18919/jkg.71.6_240,
2021-6 (in Japanese)
BibTeX Format
@Article{ jkg21,
author = {Asanobu KITAMOTO},
title = {X-Informatics: Change of scientific research by the Fourth Paradigm and the development of data-intensive science},
journal = {The Journal of Information Science and Technology Association},
volume = {71},
number = {6},
pages = {240-246},
year = 2021,
month = 6,
doi = {10.18919/jkg.71.6_240},
note = { (in Japanese)},
}
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