论文信息 - What is Data Science ? Fundamental Concepts and a Heuristic Example

What is Data Science ? Fundamental Concepts and a Heuristic Example

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.

Chikio Hayashi | Chikio Hayashi

[1] Hans-Hermann Bock,et al. Data Analysis and Information Systems , 1996 .

[2] Bernard Van Cutsem,et al. Classification And Dissimilarity Analysis , 1994 .

[3] Louis Guttman,et al. Louis Guttman on theory and methodology : selected writings , 1994 .

[4] I. Borg,et al. Facet Theory: Form and Content , 1995 .

[5] 正道佐々木,et al. Data Analysis for Comparative Social Research: International Perspectives , 1992 .

[6] Daniel Stern,et al. Exploration informatique et statistique des données , 1989 .

[7] Chikio Hayashi. On the prediction of phenomena from qualitative data and the quantification of qualitative data from the mathematico-statistical point of view , 1951 .

[8] G. De Soete,et al. Clustering and Classification , 2019, Data-Driven Science and Engineering.