Bibliography – Big Data

Selected DH research and resources bearing on, or utilized by, the WE1S project.
(all) Distant Reading | Cultural Analytics | | Sociocultural Approaches | Topic Modeling in DH | Non-consumptive Use

“Big Data Technologies: A Survey.” Journal of King Saud University - Computer and Information Sciences 30, no. 4 (2018): 431–48. Cite
Mützel, Sophie. “Facing Big Data: Making Sociology Relevant , Facing Big Data: Making Sociology Relevant.” Big Data & Society 2, no. 2 (2015): 2053951715599179. Cite
Hashem, Ibrahim Abaker Targio, Ibrar Yaqoob, Nor Badrul Anuar, Salimah Mokhtar, Abdullah Gani, and Samee Ullah Khan. “The Rise of ‘Big Data’ on Cloud Computing: Review and Open Research Issues.” Information Systems 47 (2015): 98–115. Cite
“Beyond the Hype: Big Data Concepts, Methods, and Analytics.” International Journal of Information Management 35, no. 2 (2015): 137–44. Cite
Ahonen, Pertti. “Institutionalizing Big Data Methods in Social and Political Research , Institutionalizing Big Data Methods in Social and Political Research.” Big Data & Society 2, no. 2 (2015): 2053951715591224. Cite
Lazer, David, Ryan Kennedy, Gary King, and Alessandro Vespignani. “The Parable of Google Flu: Traps in Big Data Analysis.” Science 343, no. 6176 (2014): 1203–5. Cite
Kitchin, Rob. “Big Data, New Epistemologies and Paradigm Shifts.” Big Data & Society 1, no. 1 (2014): 2053951714528481. Cite
Kitchin, Rob. The Data Revolution: Big Data, Open Data, Data Infrastructures & Their Consequences. Los Angeles, California: SAGE Publications, 2014. Cite
Philip Chen, C. L., and Chun-Yang Zhang. “Data-Intensive Applications, Challenges, Techniques and Technologies: A Survey on Big Data.” Information Sciences 275 (2014): 314–47. Cite
Bail, Christopher. The Cultural Environment: Measuring Culture With Big Data, 2014. Cite
Chen, Min, Shiwen Mao, and Yunhao Liu. “Big Data: A Survey.” Mobile Networks and Applications 19, no. 2 (2014): 171–209. Cite
Wu, Xindong, Xingquan Zhu, Gong-Qing Wu, and Wei Ding. “Data Mining with Big Data.” IEEE Transactions on Knowledge and Data Engineering 26, no. 1 (2014): 97–107. Cite
Richards, Neil M., and Jonathan H. King. “Three Paradoxes of Big Data.” Stanford Law Review 66 (2013). Cite
Ward, Jonathan Stuart, and Adam Barker. “Undefined By Data: A Survey of Big Data Definitions.” ArXiv:1309.5821 [Cs], 2013. Cite
Sagiroglu, Seref, and Duygu Sinanc. “Big Data: A Review.” In 2013 International Conference on Collaboration Technologies and Systems (CTS), 42–47, 2013. Cite
Labrinidis, Alexandros, and H. V. Jagadish. “Challenges and Opportunities with Big Data.” VLDB Endowment, 2012. Cite
Boyd, Danah, and Kate Crawford. “Six Provocations for Big Data.” SSRN Scholarly Paper. Rochester, NY: Social Science Research Network, 2011. Cite