Big Data and Social Science

Big Data and Social Science

Author: Ian Foster

Publisher: CRC Press

ISBN: 9781498751414

Category: Mathematics

Page: 356

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Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.
Big Data and Social Science
Language: en
Pages: 356
Authors: Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kreuter, Julia Lane
Categories: Mathematics
Type: BOOK - Published: 2016-09-15 - Publisher: CRC Press

Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools
Big Data and Social Science
Language: en
Pages: 391
Authors: Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kreuter, Julia Lane
Categories: Mathematics
Type: BOOK - Published: 2020-11-18 - Publisher: CRC Press

Big Data and Social Science: Data Science Methods and Tools for Research and Practice, Second Edition shows how to apply data science to real-world problems, covering all stages of a data-intensive social science or policy project. Prominent leaders in the social sciences, statistics, and computer science as well as the
Big Data and Social Science
Language: en
Pages: 376
Authors: Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kreuter, Julia Lane
Categories: Mathematics
Type: BOOK - Published: 2016-08-10 - Publisher: CRC Press

Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools
Big Data Research for Social Sciences and Social Impact
Language: en
Pages: 416
Authors: Miltiadis D. Lytras, Anna Visvizi, Kwok Tai Chui
Categories: Technology & Engineering
Type: BOOK - Published: 2020-03-19 - Publisher: MDPI

A new era of innovation is enabled by the integration of social sciences and information systems research. In this context, the adoption of Big Data and analytics technology brings new insight to the social sciences. It also delivers new, flexible responses to crucial social problems and challenges. We are proud
Big Data in Computational Social Science and Humanities
Language: en
Pages: 407
Authors: Shu-Heng Chen
Categories: Computers
Type: BOOK - Published: 2018-09-26 - Publisher: Springer

This edited volume focuses on big data implications for computational social science and humanities from management to usage. The first part of the book covers geographic data, text corpus data, and social media data, and exemplifies their concrete applications in a wide range of fields including anthropology, economics, finance, geography,