WinterMilestone 3 Team - witty DarkHorseIdea: Artificial analyzer for requesters

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Introduction

Some requesters in the panel meeting mentioned how hard it gets for them to interact with the workers, manage the task results when they scale HITs to larger volume. Enter: an artificial analyzer for requesters (or simply artificial requester).

Functions

  • Going through submissions of workers and and determining if they fall below the bar (-1) , meets expectations (0) , or exceeds expectations (+1). If the submission falls below the quality level, the artificial requester can suggest changes and/or areas of improvement to the worker, and then accept a re-submission.
  • Addressing doubts or concerns of the worker through chats/ or automated emails. This feature can be designed by first classifying the issue of worker into a particular category, and then providing a solution for that category.
  • Deciding the payment of a worker according to her submission. If below quality bar- pay partly, if meets quality bar- pay full, if exceeds the bar - pay full along with some bonus to keep the worker motivated.

Challenges

It will be difficult to design such an Artificial Intelligent system which could entirely replace a human. Also, a machine can never take as intelligent decisions as humans due to its lack of emotional quotient. But with the advancement in technology , particularly in the field of AI, we may be able to develop such algorithm which could, if not entirely replace, assist a requester.

Milestone Contributors

@vrinda1994 , @witty123