Milestone 3 ABC TrustIdea 2: Appropriate wage prediction
Setting the right wage for a task is one of the major problems in a crowdsourcing platform. A new worker for an instance, may not know whether the wage set by the requester is appropriate or not.
Structured data from crowdsourcing platforms is gathered for statistical analysis. Important and relevant features like number of HITs, difficulty of the task, time taken for completion, efficiency etc are taken into consideration. Using a supervised learning algorithm, the task wage can be predicted using the given data. Later on, new features like number of upvotes, sentiment scores of the reviews can be incorporated, thus making better over time.