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ERP-2 Task Assignment in Spatial Crowdsourcing

Synthetic Dataset

Raw data generate by: https://github.com/gmission/SCDataGenerator

Raw worker data template:

id; lat; lon; capacity; activeness; [min_lat, min_lon, max_lat, max_lon]; reliability; velocity

Raw task data template:

lat; lon; arrival_time; expiry_time; requirement; confidence; entropy

worker scheme:

lat, lon, min_lat, min_lon, max_lat, max_lon, velocity

task scheme:

lat, lon, deadline, workload, expected_time, penalty_rate, reward

Data Generation Rules

Task deadline:

expiry_time - arrival_time

Task workload:

Uniformly from [2/5 * deadline, 2 * deadline]

Task expected_time:

Uniformly from [2/5 * deadline, 3/5 * deadline]

Task penalty_rate:

Uniformly from [0, reward / (deadline - expected_time)]

Task reward:

Uniformly from [0.0, 1.0]

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