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Crowdsourcing task recommendation model based on collaborative knowledge graph

delete2025-09-03
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PRE
AI
Y
Yuanhui Tian
S
Shenquan Huang *
张勇 (Yong Zhang)
Z
Zirui Chen
P
Panfeng Li
L
Luchuan Yu
DOI:10.1016/j.cie.2025.111516delete
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Abstract

Abstract

En 中文
• Crowdsourcing task recommendation faces severe data sparsity and cold start problems. • Collaborative knowledge graph construction method for crowdsourcing task recommendation. • Worker dual-behavior preference features mining model based on two-stage learning. • Task prediction model based on the dissemination principle considering competition. • Experiments in which real data are crawled verify the effectiveness of the proposed model.

Journal

Computers and Industrial Engineering cover
Computers and Industrial Engineering
IF:
6.5
Papers:
1.0W
Citations:
3.8W

Organization

No organization information available