AMRAS: A Visual Analysis System for Spatial Crowdsourcing

Summary: AMRAS is a visual analysis system for spatial crowdsourcing that presents real-time task allocation across time windows via intuitive visualizations. Three tools (results, process, decision model), console stats, online data, and Alibaba Cloud deployment reveal bottlenecks and the model's learning dynamics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12864
Venue: VLDB
Year: 2022
Pagerank: 4.1945683e-05
Overall Rank: 11,404 | 20.67%
DOI: 10.14778/3554821.3554876

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Rank	Cited Paper	Year	Venue	Pagerank
2,520	A Unified Approach to Route Planning for Shared Mobility	2018	VLDB	8.6069685e-05

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