Vast amounts of digital data are now generated daily by people as they go about their lives, yet social researchers are struggling to exploit it. At the same time, the challenges faced by society in the 21st century are growing ever more complex, and demands research that is bigger in scale, more collaborative and multi-disciplinary than ever before.
This cutting-edge volume provides an accessible introduction to innovative digital social research tools and methods that harness this data deluge and successfully tackle key research challenges. Contributions from leading international researchers cover topics such as:
- Qualitative, quantitative and mixed methods research
- Data management
- Social media and social network analysis
- Modeling and simulation
- Survey methods
- Visualizing social data
- Ethics and e-research
- The future of social research in the digital age
This vibrant introduction to innovative digital research methods is essential reading for anyone conducting social research today.
An exciting new introduction to digital social research tools and methods, this book helps readers to manage the huge amounts of data available,and feel confident if they are attempting this sort of research for the first time
Recenzijos
From machine learning tweets to ethical considerations of Big Data, this timely book provides a highly interdisciplinary survey of innovative digital research methods. The book uniquely blurs qualitative and quantitative approaches to provide refreshingly forward-looking insights for those new to digital research, but also for those more experienced in the field. -- Dhiraj Murthy This very-up-to-date volume provides an accessible introduction to innovative digital social research tools and methods that harness this "data deluge" and successfully tackle key research challenges. It provides a highly interdisciplinary survey of innovative digital research methods and uniquely blurs qualitative and quantitative approaches to provide insights for those new to digital research, but also for those more experienced in the field. Contributions from leading international researchers cover topics such as qualitative, quantitative and mixed methods research, and data management. -- Karl M van Meter Innovations in Digital Research Methods provides a??? timely, insightful survey of eResearch methods. It is an essential title that joins a select few in representing and substantiating digital methods knowledge in our field at this time. -- Sarah Lewthwaite
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List of Figures and Tables |
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vii | |
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| Acknowledgements |
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xvii | |
| Companion Website |
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xviii | |
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1 Introduction and Overview |
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1 | (24) |
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2 The Changing Social Science Data Landscape |
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25 | (34) |
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3 Exploiting New Sources of Data |
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59 | (26) |
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4 Survey Methods: Challenges and Opportunities |
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85 | (20) |
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5 Advances in Data Management for Social Survey Research |
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105 | (18) |
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6 Modelling and Simulation |
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123 | (20) |
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7 Contemporary developments in statistical software for social scientists |
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143 | (18) |
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8 Text Mining and Social Media: When Quantitative Meets Qualitative and Software Meets People |
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161 | (32) |
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9 Digital Records and the Digital Replay System |
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193 | (28) |
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10 Social Network Analysis |
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221 | (24) |
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11 Visualizing Spatial and Social Media |
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245 | (26) |
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12 Ethical Praxis in Digital Social Research |
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271 | (26) |
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13 Sociology and the Digital Challenge |
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297 | (14) |
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| Index |
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311 | |
Peter Halfpenny is Emeritus Professor of Sociology at the University of Manchester. He was Executive Director of the ESRC National Centre for e-Social Science from 2004 to 2010, responsible for the overall strategic management of the Centres programme of research, outreach and capacity-building. Peters own research interests are in the integration of computer tools and services into a comprehensive support environment for social science researcher practitioners, and the investigation of the adoption and adaptation of e-Science tools across the social research community.
Rob Procter is Professor of Social Informatics in the Department of Computer Science, University of Warwick, where he is deputy head of department and research director of the Warwick Institute for the Science of Cities (WISC), and Exchange Professor, NYU. Previously, he was research director of the ESRC National Centre for e-Social Science, where he contributed to developing innovations in e-Infrastructure, tools and methods in the social sciences. ???????
One focus of his current work is methodologies and tools for big social data analytics. Rob led a multidisciplinary team working with the Guardian/LSE on the Reading the Riots project, analysing tweets sent during the August 2011 riots. This won the Data Visualization and Storytelling category of the 2012 Data Journalism Awards and the 2012 Online Media Award for the Best use of Social Media. He is also a co-founder of the Collaborative Online Social Media Observatory (Cosmos), a multidisciplinary group of UK researchers building a platform for social data analytics. Rob is editor of the Health Informatics Journal and advisory board member, Big Data and Society Journal.
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