Milestone 3 ABC TrustIdea 1: Task Recommender System

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Description

In order to solve the problem of Turkers not able to find relevant tasks on the MTurk platform, we could devise a strategy to recommend them new tasks. This recommendation could be on the basis of a lot parameters, like trust, similar skills, etc. We could employ user-user collaborative filtering algorithm in order to find a suitable neighborhood for the Workers which share the same skill set and on which the Workers can trust. Now based on the profile of the workers and people in their neighborhood, we could create a set of task recommendation for these Workers.


Task reccomendation.png