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A Method for Human Resource Risk Management in Mobile Workforce Brokering Systems | Science Publications

机译:移动劳动力经纪系统中的人力资源风险管理方法科学出版物

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> Problem statement: Human Resource Risk Management is one of the crucial issues in Mobile Workforce Management Systems (MWM) in general, and in Mobile Workforce Brokering Systems (MWBS) in Particular. It is important because, if not properly managed, it will cause reduction in accuracy of the automated MWBS, which in turn necessitates more human involvement in the task allocation process. Thus, no reliable planning and scheduling schema can be made or achieved. Approach: However, a proven approach to tackle this problem is via contingency planning. In this study, we examined a specific type of HR risk called Unexpected Absence of mobile workforces in the context of an ontology-driven and multiagent-based MWBS. Our contingency plan that mainly consists of a statistical method is incorporated into the body of a coordination medium represented in OWL ontology format. Results: The proposed statistical method evaluates the past history and the current claims of an MW in order to find out a realistic plan for the next period of the systems run. Conclusion: Finally, via a case study we have illustrated that this method increases the accuracy and reliability of a periodical plan, made for MWBS in its initialization phase.
机译: > 问题陈述:人力资源风险管理通常是移动劳动力管理系统(MWM)尤其是移动劳动力经纪系统(MWBS)中的关键问题之一。这一点很重要,因为如果管理不当,则会降低自动化MWBS的准确性,进而需要更多的人参与任务分配过程。因此,无法制定或实现可靠的计划和调度方案。 方法:但是,解决此问题的一种行之有效的方法是通过应急计划。在这项研究中,我们在由本体驱动和基于多代理的MWBS的背景下,研究了一种特定类型的HR风险,称为移动劳动力的意外缺勤。我们的应急计划主要由一种统计方法组成,被并入以OWL本体格式表示的协调介质的主体中。 结果:拟议的统计方法将评估MW的过去历史和当前索赔,以便为下一个系统运行期找到切实可行的计划。 结论:最后,通过一个案例研究,我们证明了该方法提高了针对MWBS初始化阶段制定的定期计划的准确性和可靠性。

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