6533b835fe1ef96bd129e954

RESEARCH PRODUCT

Behavior Pattern Simulation of Freelance Marketplace

Dmitrijs RutkoVadim ZuravlyovAnton Matrosov

subject

Knowledge managementcomputer.internet_protocolbusiness.industryComputer scienceMulti-agent systemBehavioral patternbusinesscomputerProfit (economics)XML

description

Labour market is expanding rapidly nowadays. Therefore, recruitment processes, namely, the processes of job searching and job offer have become more complicated and there is a strong tendency to automate and integrate it in special freelance marketplaces, i.e. web solutions which seek for the best match for a buyer and seller analyzing the services and items they offer. The aim of the current research is to find possible improvements to the existing system via the implementation of the Multi-Agent-System paradigm. We model the whole marketplace as a continuous process with different agents (freelancers) and propose several behavior models of agents. We analyze different strategies with the emphasis on agent profit and employer costs and present simulation results which complement our research.

https://doi.org/10.1007/978-3-642-28795-4_19