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What is Human Intelligence Tasks

Crowdsourcing and Probabilistic Decision-Making in Software Engineering: Emerging Research and Opportunities
In crowdsourcing business model, employers post jobs known as Human Intelligence Tasks (HITs), such as identifying specific content in an image or video.
Published in Chapter:
Markov Decision Theory-Based Crowdsourcing Software Process Model
Kamalendu Pal (City, University of London, UK)
DOI: 10.4018/978-1-5225-9659-2.ch001
Abstract
The word crowdsourcing, a compound contraction of crowd and outsourcing, was introduced by Jeff Howe in order to define outsourcing to the crowd. It is a sourcing model in which individuals or organizations obtain goods and services. These services include ideas and development of software or hardware, or any other business-task from a large, relatively open and often rapidly-evolving group of internet users; it divides work between participants to achieve a cumulative result. It has been used for completing various human intelligence tasks in the past, and this is an emerging form of outsourcing software development as it has the potential to significantly reduce the implementation cost. This chapter analyses the process of software development at a crowdsourced platform. The work analyses and identifies the phase wise deliverables in a competitive software development problem. It also proposes the use of Markov decision theory to model the dynamics of the development processes of a software by using a simulated example.
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