Journal: Big Data

Volume 5, Issue 4

273 -- 276Gillian Bolsover, Philip N. Howard. Computational Propaganda and Political Big Data: Moving Toward a More Critical Research Agenda
277 -- 278Vasant Dhar. Should We Regulate Digital Platforms?
279 -- 293Christian Grimme, Mike Preuss, Lena Adam, Heike Trautmann. Social Bots: Human-Like by Means of Human Control?
294 -- 309Fabian Schäfer, Stefan Evert, Philipp Heinrich. Japan's 2014 General Election: Political Bots, Right-Wing Internet Activism, and Prime Minister Shinzō Abe's Hidden Nationalist Agenda
310 -- 324Denis Stukal, Sergey Sanovich, Richard Bonneau, Joshua A. Tucker. Detecting Bots on Russian Political Twitter
325 -- 336David Sathiaraj, William M. Cassidy Jr., Eric Rohli. Improving Predictive Accuracy in Elections
337 -- 355Aastha Nigam, Henry K. Dambanemuya, Madhav Joshi, Nitesh V. Chawla. Harvesting Social Signals to Inform Peace Processes Implementation and Monitoring
356 -- 371Steve Huckle, Martin White. Fake News: A Technological Approach to Proving the Origins of Content, Using Blockchains

Volume 5, Issue 3

173 -- 174Vasant Dhar. What Is the Role of Artificial Intelligence in Sports?
177 -- 188Lewis Alexander, Sanjiv R. Das, Zachary G. Ives, H. V. Jagadish, Claire Monteleoni. Research Challenges in Financial Data Modeling and Analysis
189 -- 196Ravi Shroff. Predictive Analytics for City Agencies: Lessons from Children's Services
197 -- 212Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler, Foster J. Provost. Enhancing Transparency and Control When Drawing Data-Driven Inferences About Individuals
213 -- 224Maria T. Patterson, Robert L. Grossman. Detecting Spatial Patterns of Disease in Large Collections of Electronic Medical Records Using Neighbor-Based Bootstrapping
225 -- 245Manu Shukla, Raimundo F. Dos Santos, Feng Chen 0001, Chang-Tien Lu. DISCRN: A Distributed Storytelling Framework for Intelligence Analysis
246 -- 255Kush R. Varshney, Homa Alemzadeh. On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
256 -- 271Apostolos Filippas, Theodoros Lappas. Strength in Numbers: Using Big Data to Simplify Sentiment Classification

Volume 5, Issue 2

71 -- 72Solon Barocas, Danah Boyd, Sorelle A. Friedler, Hanna M. Wallach. Social and Technical Trade-Offs in Data Science
73 -- 84Marina Drosou, H. V. Jagadish, Evaggelia Pitoura, Julia Stoyanovich. Diversity in Big Data: A Review
85 -- 97Gina Neff, Anissa Tanweer, Brittany Fiore-Gartland, Laura Osburn. Critique and Contribute: A Practice-Based Framework for Improving Critical Data Studies and Data Science
98 -- 119Galit Shmueli. Research Dilemmas with Behavioral Big Data
120 -- 134Brian D'Alessandro, Cathy O'Neil, Tom LaGatta. Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification
135 -- 152Bettina Berendt, Sören Preibusch. Toward Accountable Discrimination-Aware Data Mining: The Importance of Keeping the Human in the Loop - and Under the Looking Glass
153 -- 163Alexandra Chouldechova. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
164 -- 172Elana Zeide. The Structural Consequences of Big Data-Driven Education

Volume 5, Issue 1

5 -- 11Vasant Dhar, Sam Bowman. A Perspective on Natural Language Understanding Capability: An Interview with Sam Bowman
12 -- 18Jay Aikat, Thomas M. Carsey, Karamarie Fecho, Kevin Jeffay, Ashok K. Krishnamurthy, Peter J. Mucha, Arcot Rajasekar, Stanley C. Ahalt. Scientific Training in the Era of Big Data: A New Pedagogy for Graduate Education
19 -- 31Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji, Xiang Ren, Jiawei Han 0001, Lin Zhao, James A. Hendler. Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems
32 -- 41Arash Barfar, Balaji Padmanabhan. Predicting Presidential Election Outcomes from What People Watch
42 -- 52Matthew G. Tuck, Farrokh Alemi, John F. Shortle, Sanja Avramovic, Charles Hesdorffer. A Comprehensive Index for Predicting Risk of Anemia from Patients' Diagnoses
53 -- 66Verica Buchanan, Yafeng Lu, Nathan J. McNeese, Michael Steptoe, Ross Maciejewski, Nancy J. Cooke. The Role of Teamwork in the Analysis of Big Data: A Study of Visual Analytics and Box Office Prediction