Learning-based mechanism design for microtask crowdsourcing

• Main Author: Hu, Zehong
• Other Authors: Zhang Jie
• Format: Theses and Dissertations
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/87464; http://hdl.handle.net/10220/46752
• Institution: Nanyang Technological University

Microtask crowdsourcing, as an efficient and economical method for a requester to outsource tasks to online workers, is becoming increasingly popular in many domains, especially collecting labels for large-scale datasets. In microtask crowdsourcing, a requester usually needs to accomplish three step...