What is Data Science ? Fundamental Concepts and a Heuristic Example

What is Data Science ? Fundamental Concepts and a Heuristic Example. Hayashi, C. In Hayashi, C., Yajima, K., Bock, H., Ohsumi, N., Tanaka, Y., & Baba, Y., editors, Data Science, Classification, and Related Methods: Proceedings of the Fifth Conference of the International Federation of Classification Societies (IFCS-96), Kobe, Japan, March 27–30, 1996, pages 40–51. Springer Japan, Tokyo, 1998.

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Data Science is not only a synthetic concept to unify statistics, data analysis and their related methods but also comprises its results. It includes three phases, design for data, collection of data, and analysis on data. Fundamental concepts and various methods based on it are discussed with a heuristic example.

@incollection{hayashi_what_1998,
	address = {Tokyo},
	title = {What is {Data} {Science} ? {Fundamental} {Concepts} and a {Heuristic} {Example}},
	isbn = {978-4-431-65950-1},
	url = {https://doi.org/10.1007/978-4-431-65950-1_3},
	abstract = {Data Science is not only a synthetic concept to unify statistics, data analysis and their related methods but also comprises its results. It includes three phases, design for data, collection of data, and analysis on data. Fundamental concepts and various methods based on it are discussed with a heuristic example.},
	booktitle = {Data {Science}, {Classification}, and {Related} {Methods}: {Proceedings} of the {Fifth} {Conference} of the {International} {Federation} of {Classification} {Societies} ({IFCS}-96), {Kobe}, {Japan}, {March} 27–30, 1996},
	publisher = {Springer Japan},
	author = {Hayashi, Chikio},
	editor = {Hayashi, Chikio and Yajima, Keiji and Bock, Hans-Hermann and Ohsumi, Noboru and Tanaka, Yutaka and Baba, Yasumasa},
	year = {1998},
	doi = {10.1007/978-4-431-65950-1_3},
	pages = {40--51},
}

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