PulaCloud: Human computation for economic development

A. Schriner, Daniel B. Oerther
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Abstract

Lack of employment opportunities contributes to the persistence of poverty throughout the world. At the same time, crowdsourced human computation can potentially provide work to large numbers of people, without imposing specialized skill requirements. In this study we investigate the feasibility of connecting people in rural areas to human computation employment with a pilot-scale project, and assess the way they use the income they receive to determine if this is an effective poverty-alleviation strategy. We find that workers in a rural Kenyan village are able to complete several example task types; using a simplified human computation platform called PulaCloud, they completed approximately 100,000 image classification tasks for a bioinformatics research project. The income they received was significantly more than that available from limited local employment options, and they spent it almost exclusively on basic needs, educational expenses, and productive investments, strongly suggesting that this can be an effective tool in the fight against poverty. We emphasize that this is not an aid-based approach to economic development; rather, workers are engaged as producers in the global knowledge economy and are paid for making contributions to scientific research.
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pulcloud:经济发展的人类计算
缺乏就业机会是世界各地贫穷持续存在的原因之一。与此同时,众包人类计算可以潜在地为大量的人提供工作,而不需要强加专门的技能要求。在这项研究中,我们通过一个试点规模的项目调查了将农村地区的人们与人力计算就业联系起来的可行性,并评估了他们使用收入的方式,以确定这是否是一项有效的扶贫战略。我们发现,肯尼亚农村的工人能够完成几个示例任务类型;他们利用一个名为PulaCloud的简化人类计算平台,为一个生物信息学研究项目完成了大约10万份图像分类任务。他们获得的收入远远超过当地有限的就业机会所能提供的收入,他们几乎完全将收入用于基本需求、教育费用和生产性投资,这强烈表明这可以成为消除贫困的有效工具。我们强调,这不是一种以援助为基础的经济发展方法;相反,工人在全球知识经济中充当生产者,并因为科学研究做出贡献而获得报酬。
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