000 02697nam a2200289Ii 4500
008 221202s xx 000 0 und d
245 0 _aHandbook of Computational Social Science, Volume 2
264 _bTaylor & Francis
_c2021
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
520 _aThe Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches. The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This first volume focuses on the scope of computational social science, ethics, and case studies. It covers a range of key issues, including open science, formal modeling, and the social and behavioral sciences. This volume explores major debates, introduces digital trace data, reviews the changing survey landscape, and presents novel examples of computational social science research on sensing social interaction, social robots, bots, sentiment, manipulation, and extremism in social media. The volume not only makes major contributions to the consolidation of this growing research field, but also encourages growth into new directions. With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates and researchers engaging with computational methods across the social sciences, as well as those within the scientific and engineering sectors.
653 _aAi, Big Data, Data Analysis, Data Archives, Data Ownership, Data Science, Digital Trace, Ethical Standards, Ethics, Human-Robot Interaction, Information Technology, Machine Learning, Open Data, Politics, Policy, Quantitative, Replication, Social, Social Media, Socio-Robots, Survey Data, Survey Design, Survey Methodology, Unstructured Data
700 1 _a0000-0001-8420-9677
700 1 _a0000-0002-2560-6709
700 1 _a0000-0003-4086-2791
700 1 _a600
700 1 _a600
700 1 _a600
700 1 _aEngel, Uwe
700 1 _aLyberg, Lars
700 1 _aQuan-Haase, Anabel
700 1 _aXun Liu, Sunny
856 _uhttps://docs.google.com/spreadsheets/d/1yKIrdCPDAG_9c22mwoOIO2DOhtj65Wqa/edit?usp=sharing&ouid=106555315294820607512&rtpof=true&sd=true
_yList of Curated E-Books
942 _cE-BOOK
999 _c93958
_d93955