Big data and social science : a practical guide to methods and tools /: a practical guide to methods and tools. (2020)

• Record Type: Book
• Further Information: Note: Edited by Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kreuter, Julia Lane.
• Editors: Foster, Ian, 1959-; Ghani, Rayid; Kreuter, Frauke; Lane, Julia I; Jarmin, Ronald S, 1964-
• Contents: 1. Introduction 2. Working with Web Data and APIs; Cameron Neylon 3. Record Linkage; Joshua Tokle, Stefan Bender 4. Databases; Ian Foster, Pascal Heus 5. Scaling up through Parallel and Distributed Computing; Huy Vo, Claudio Silva 6. Information Visualization; M. Adil Yalcin, Catherine Plaisant 7. Machine Learning; Rayid Ghani, Malte Schierholz 8. Text Analysis; Evgeny Klochikhin, 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, Rayid Ghani 12. Privacy and Confidentiality; Stefan Bender, Ron Jarmin, Frauke Kreuter, Julia Lane 13. Workbooks; Brian Kim, Christoph Kern, Jonathan Scott Morgan, Clayton Hunter, Avishek Kumar
• Edition: Second edition
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2020
• Extent: 1 online resource, illustrations (colour)
• Subjects: 300.285; Social sciences -- Data processing; Big data
• Languages: English
• ISBNs: 9781000208634; 9781000208597; 9781000208610; 9780429324383
• Related ISBNs: 9780367341879; 9780367568597
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.