000			02702cam a22003978i 4500
003			CUTN
005			20241123154352.0
008			201007s2021 flu b 001 0 eng
020			_a9780367568597
020			_a9780367341879
020			_z9780429324383
041			_aEnglish
042			_apcc
082	0	0	_a300.285 _223 _bFOS
245	0	0	_aBig data and social science : _bdata science methods and tools for research and practice / _cedited by Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kreuter and Julia Lane.
250			_aSecond edition.
260			_aBoca Raton : _bCRC Press, Taylor & Francis Group, _c2021
263			_a2012
300			_axiii, 351 Seiten : _bKarten, Diagramme
490	0		_aChapman and Hall/CRC statistics in the social and behavioural sciences
504			_aIncludes bibliographical references and index.
505			_t1. Introduction 2. Working with Web Data and APIs - Cameron Neylon 3. Record Linkage - Joshua Tokle and Stefan Bender 4. Databases - Ian Foster and Pascal Heus 5. Scaling up through Parallel and Distributed Computing - Huy Vo and Claudio Silva 6. Information Visualization - M. Adil Yalcin and Catherine Plaisant 7. Machine Learning - Rayid Ghani and Malte Schierholz 8. Text Analysis - Evgeny Klochikhin and Jordan Boyd-Graber 9. Networks: The Basics - Jason Owen-Smith 10. Data Quality and Inference Errors - Paul P. Biemer 11. Bias and Fairness - Kit T. Rodolfa, Pedro Saleiro, and Rayid Ghani 12. Privacy and Confidentiality - Stefan Bender, Ron Jarmin, Frauke Kreuter, and Julia Lane 13. Workbooks - Brian Kim, Christoph Kern, Jonathan Scott Morgan, Clayton Hunter, and Avishek Kumar
520			_a"This classroom-tested book fills a major gap in graduate- and professional-level data science and social science education. It can be used to train a new generation of social data scientists to tackle real-world problems and improve the skills and competencies of applied social scientists and public policy practitioners. It empowers you to use the massive and rapidly growing amounts of available data to interpret economic and social activities in a scientific and rigorous manner"--
650		0	_aSocial sciences
650		0	_aSocial sciences
650		0	_aData mining.
650		0	_aBig data.
650		0	_xData processing.
650		0	_xStatistical methods.
700	1		_aFoster, Ian,
700	1		_d1959- _eeditor.
776	0	8	_iOnline version: _tBig data and social science _bSecond edition. _dBoca Raton : Taylor and Francis, 2020. _z9780429324383 _w(DLC) 2020044718
906			_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg
942			_2ddc _cBOOKS
999			_c43861 _d43861