PROJECT TITLE :

Efficient and Flexible Crowdsourcing of Specialized Tasks With Precedence Constraints - 2018

ABSTRACT:

Several companies currently use crowdsourcing to leverage external furthermore internal crowds to perform specialized work, and therefore strategies of improving efficiency are vital. Tasks in crowdsourcing systems with specialised work have multiple steps and each step needs multiple skills. Steps might have completely different flexibilities in terms of getting service from one or multiple agents because of varying levels of dependency among components of steps. Steps of a task might have precedence constraints among them. Moreover, there are variations in loads of different types of tasks requiring totally different ability sets and availabilities of agents with different talent sets. Considering these constraints together necessitate the look of novel schemes to allocate steps to agents. In addition, large crowdsourcing systems need allocation schemes that are easy, quick, decentralized, and offer customers (task requesters) the liberty to decide on agents. During this Project, we tend to study the performance limits of such crowdsourcing systems and propose efficient allocation schemes that provably meet the performance limits underneath these additional requirements. We demonstrate our algorithms on knowledge from a crowdsourcing platform run by a nonprofit company and show vital enhancements over current follow.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics ABSTRACT: An important role in the evaluation of complicated image processing algorithms is played by image metrics based
PROJECT TITLE : Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution ABSTRACT: Light field (LF) photography is a new method for shooting images that provide the viewer a more in-depth
PROJECT TITLE : A Highly Reliable and Efficient Class of Single Stage High-Frequency AC-Link Converters ABSTRACT: An entirely new class of high-frequency ac-link power converters has been proposed in this study, capable of
PROJECT TITLE :Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems of Equations - 2018ABSTRACT:Solving large-scale sparse linear systems of equations (SLSEs) is one in all the foremost common and basic problems in
PROJECT TITLE :Distributed Feature Selection for Efficient Economic Big Data Analysis - 2018ABSTRACT:With the rapidly increasing popularity of economic activities, a large amount of economic data is being collected. Although

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry