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Stimulating Skill Evolution in Market-Based Crowdsourcing

机译:促进基于市场的众包中的技能发展

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Crowdsourcing has emerged as an important paradigm in human problem-solving techniques on the Web. One application of crowdsourcing is to outsource certain tasks to the crowd that are difficult to implement in software. Another potential benefit of crowdsourcing is the on-demand allocation of a flexible workforce. Businesses may outsource tasks to the crowd based on temporary workload variations. A major challenge in crowdsourcing is to guarantee high-quality processing of tasks. We present a novel crowdsourcing marketplace that matches tasks to suitable workers based on auctions. The key to ensuring high quality lies in skilled members whose capabilities can be estimated correctly. We present a novel auction mechanism for skill evolution that helps to correctly estimate workers and to evolve skills that are needed. Evaluations show that this leads to improved crowdsourcing.
机译:众包已经成为Web上人类问题解决技术的重要范例。众包的一种应用是将某些难以在软件中实现的任务外包给众包。众包的另一个潜在好处是按需分配灵活的劳动力。企业可以根据临时工作负载变化将任务外包给人群。众包的一个主要挑战是保证高质量的任务处理。我们提供了一个新颖的众包市场,可以根据拍卖将任务与合适的工人匹配。确保高质量的关键在于熟练的成员,他们的能力可以正确估计。我们提出了一种用于技能发展的新颖拍卖机制,可帮助正确估计工人并发展所需的技能。评估表明,这可以改善众包。

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