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Online label aggregation with incomplete crowd responses

Abstract Crowdsourcing delivers responses that are asynchronous and incomplete, making offline aggregators that assume complete response sets impractical. Prior online methods often either require per-step completeness or repeatedly reload historical responses, which is storage- and privacy-unfriend...

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Principais autores: Yuyang Liu, Haoyu Liu, Runze Wu, Chengliang Chai, Minmin Lin, Renyu Zhu, Hui Liu, Tangjie Lv, Changjie Fan
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2026-01-01
Serier:Journal of King Saud University: Computer and Information Sciences
Fag:
Crowdsourcing
Online label aggregation
Incomplete response
Generative replay
Online adgang:https://doi.org/10.1007/s44443-025-00381-z
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