Active learning with confidence-based answers for crowdsourcing labeling tasks

Collecting labels for data is important for many practical applications (e.g., data mining). However, this process can be expensive and time-consuming since it needs extensive efforts of domain experts. To decrease the cost, many recent works combine crowdsourcing, which outsources labeling tasks (u...

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Bibliographic Details
Main Authors: Song, Jinhua, Wang, Hao, Gao, Yang, An, Bo
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/139581