Data Science 資料科學

Scientists

Data Scientists

• ““Data science is the science of data” or “data science is the study of data.”” (Cao, 2017, p. 43:8)

• ”Data Science = statistics + informatics + computing + communication + sociology + management | data + environment + thinking” (Cao, 2017, p. 43:8)

• 也就是說…

  基於$\large{Data（資料 ）+ Environment （環境） + Thinking （思維）}$條件下

%%{init: {'theme':'base'}}%%
mindmap
	root(Data Science（資料科學）)
		Statistics（統計學）
		Informatics（資訊學）
		Computing（計算學）
		Communication（傳播學）
		Sociology（社會學）
		Management（管理學）
		

Drawn by Hsuan Hsu based on Cao, L. (2017). Data Science: A Comprehensive Overview. ACM Computing Surveys, 50(3), 1-42. https://doi.org/10.1145/3076253

資料分析

Definition of Analytics- “Analytics facilitates realization of business objectives through reporting of data to analyze trends, creating predictive models for forecasting and optimizing business processes for enhanced performance” (Robinson, Levis, & Bennett, 2010).

Reference: Robinson, A., Levis, J., & Bennett, G. (2010). INFORMS to Officially Join Analytics Movement. https://pubsonline.informs.org/do/10.1287/orms.2010.05.17in/full/

從分析一詞的歷史發展

Source: Delen, D., & Ram, S. (2018). Research challenges and opportunities in business analytics. Journal of Business Analytics, 1(1), 2-12. https://doi.org/10.1080/2573234x.2018.1507324