Kristina Lerman

University of Southern California (US)

Research Areas

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H-index

Publications

1838

Citations

18671

i10-index

199

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
A Survey on Bias and Fairness in Machine Learning	2021	5792
Information Contagion: An Empirical Study of the S...	2010	812
The "Majority Illusion" in Social Networks	2016	668
MixHop: Higher-Order Graph Convolutional Architect...	2019	510
The DARPA Twitter Bot Challenge	2016	476
Analyzing the Digital Traces of Political Manipula...	2018	353
Using a model of social dynamics to predict popula...	2010	298
Analysis of Dynamic Task Allocation in Multi-Robot...	2006	277
Distributed online localization in sensor networks...	2004	254
Social Information Processing in News Aggregation	2007	203

Publications

1.
A Survey on Bias and Fairness in Machine Learning
Year: 2021Citations: 5792DOI: 10.1145/3457607
2.
Information Contagion: An Empirical Study of the Spread of News on Digg and Twitter Social Networks
Year: 2010Citations: 812DOI: 10.1609/icwsm.v4i1.14021
3.
The "Majority Illusion" in Social Networks
Year: 2016Citations: 668DOI: 10.1371/journal.pone.0147617
4.
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
Year: 2019Citations: 510DOI: 10.48550/arxiv.1905.00067
5.
The DARPA Twitter Bot Challenge
Year: 2016Citations: 476DOI: 10.1109/mc.2016.183
6.
Analyzing the Digital Traces of Political Manipulation: The 2016 Russian Interference Twitter Campaign
Year: 2018Citations: 353DOI: 10.1109/asonam.2018.8508646
7.
Using a model of social dynamics to predict popularity of news
Year: 2010Citations: 298DOI: 10.1145/1772690.1772754
8.
Analysis of Dynamic Task Allocation in Multi-Robot Systems
Year: 2006Citations: 277DOI: 10.1177/0278364906063426
9.
Distributed online localization in sensor networks using a moving target
Year: 2004Citations: 254DOI: 10.1145/984622.984632
10.
Social Information Processing in News Aggregation
Year: 2007Citations: 203DOI: 10.1109/mic.2007.136

About Kristina Lerman

Kristina Lerman is a researcher with 1838 publications and 18671 citations. They are affiliated with University of Southern California. Their research focuses on . With an h-index of 59, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Research Area Breakdown

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Impact Metrics Over Time

Citations per publication by year