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Big Data
›
Top Articles
Big Data
Computer Science
,
Information Systems
3.1
(top 5%)
Impact Factor
3.8
(top 5%)
extended IF
34
(top 11%)
H-Index
165
authors
321
papers
5.4K
citations
1.4K
citing journals
4K
citing authors
Most Cited Articles of Big Data
Title
Year
Citations
Data Science and its Relationship to Big Data and Data-Driven Decision Making
2013
596
The Quantified Self: Fundamental Disruption in Big Data Science and Biological Discovery
2013
596
Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
2017
401
Big Data and Disease Prevention: From Quantified Self to Quantified Communities
2013
115
FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media
2020
110
A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science
2014
108
Population-Level Prediction of Type 2 Diabetes From Claims Data and Analysis of Risk Factors
2015
103
Predictive Modeling With Big Data: Is Bigger Really Better?
2013
99
The Uses of Big Data in Cities
2014
93
Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review
2019
92
Moves on the Street: Classifying Crime Hotspots Using Aggregated Anonymized Data on People Dynamics
2015
82
Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response
2016
80
Detecting Bots on Russian Political Twitter
2017
80
Making Sense of Big Data
2013
77
Apache Drill: Interactive Ad-Hoc Analysis at Scale
2013
71
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
2017
69
Deep Learning for Time Series Forecasting: A Survey
2021
69
Critique and Contribute: A Practice-Based Framework for Improving Critical Data Studies and Data Science
2017
68
Why Big Data Won't Cure Us
2013
68
Social Bots: Human-Like by Means of Human Control?
2017
68
Japan's 2014 General Election: Political Bots, Right-Wing Internet Activism, and Prime Minister Shinzō Abe's Hidden Nationalist Agenda
2017
59
Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model
2020
58
Visualizing Dynamic Bitcoin Transaction Patterns
2016
56
Mining the Quantified Self: Personal Knowledge Discovery as a Challenge for Data Science
2015
52
Diversity in Big Data: A Review
2017
48
previous
2015
2016
2017
How are inpact factors calculated?
The impact factor (IF) is calculated by counting citations from peer-reviewed journals only.
extended IF
also counts citations from books and conference papers. However, no patent, abstract, working papers, online documents, etc., are covered.
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