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来源类型Publication
Big Data in Survey Research: AAPOR Task Force Report
Lilli Japec; Frauke Kreuter; Marcus Berg; Paul Biemer; Paul Decker; Cliff Lampe; Julia Lane; Cathy O’Neil; and Abe Usher
发表日期2015-11-03
出版者Public Opinion Quarterly, vol. 79, issue 4
出版年2015
语种英语
概述Recent years have seen an increase in the amount of statistics describing different phenomena based on “Big Data.” ",
摘要

Recent years have seen an increase in the amount of statistics describing different phenomena based on “Big Data.” This term includes data characterized not only by their large volume, but also by their variety and velocity, the organic way in which they are created, and the new types of processes needed to analyze them and make inference from them. The change in the nature of the new types of data, their availability, and the way in which they are collected and disseminated is fundamental. This change constitutes a paradigm shift for survey research. There is great potential in Big Data, but there are some fundamental challenges that have to be resolved before its full potential can be realized. This report provides examples of different types of Big Data and their potential for survey research; it also describes the Big Data process, discusses its main challenges, and considers solutions and research needs.

URLhttps://www.mathematica.org/our-publications-and-findings/publications/big-data-in-survey-research-aapor-task-force-report
来源智库Mathematica Policy Research (United States)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/488324
推荐引用方式
GB/T 7714
Lilli Japec,Frauke Kreuter,Marcus Berg,et al. Big Data in Survey Research: AAPOR Task Force Report. 2015.
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