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07/26/2023
VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions
Big data and machine learning tools have jointly empowered humans in mak...
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03/21/2023
Mapping Language Literacy At Scale: A Case Study on Facebook
Literacy is one of the most fundamental skills for people to access and ...
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03/16/2023
Tribe or Not? Critical Inspection of Group Differences Using TribalGram
With the rise of AI and data mining techniques, group profiling and grou...
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03/16/2023
ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis
Classification models learn to generalize the associations between data ...
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03/14/2023
Online to Offline Crossover of White Supremacist Propaganda
White supremacist extremist groups are a significant domestic terror thr...
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09/20/2021
Characterizing User Susceptibility to COVID-19 Misinformation on Twitter
Though significant efforts such as removing false claims and promoting r...
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09/01/2021
Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning
Humanitarian challenges, including natural disasters, food insecurity, c...
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11/29/2020
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models
We investigate the impact of political ideology biases in training data....
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08/01/2019
FairSight: Visual Analytics for Fairness in Decision Making
Data-driven decision making related to individuals has become increasing...
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05/12/2019