58 citations · 176 across the 35 of their papers we have counts for
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cs.HC2019
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers
Baocheng Geng, Qunwei Li, Pramod K. Varshney
We consider the -ary classification problem via crowdsourcing, where crowd workers respond to simple binary questions and the answers are aggregated via decision fusion. The wor…
cs.HC2018
Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
The emerging paradigm of Human-Machine Inference Networks (HuMaINs) combines complementary cognitive strengths of humans and machines in an intelligent manner to tackle various inf…
cs.HC2017★ 1 cited
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers
Qunwei Li, Pramod K. Varshney
We explore the design of an effective crowdsourcing system for an -ary classification task. Crowd workers complete simple binary microtasks whose results are aggregated to give…