REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
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DOI：
10.1145/3491101.3503725
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发表时间：
2022-04
期刊：
影响因子：
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通讯作者：
Andy Alorwu;Saiph Savage;Niels van Berkel;Dmitry Ustalov;Alexey Drutsa;J. Oppenlaender;Oliver Bates;Danula Hettiachchi;U. Gadiraju;Jorge Gonçalves;S. Hosio
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作者：
Andy Alorwu;Saiph Savage;Niels van Berkel;Dmitry Ustalov;Alexey Drutsa;J. Oppenlaender;Oliver Bates;Danula Hettiachchi;U. Gadiraju;Jorge Gonçalves;S. Hosio
众包工作者默默地支持了当今许多基于人工智能的产品，几个在线平台通过便利的劳动力市场提供了大量的数据标记和内容审核任务。人机交互社区越来越有兴趣调查当前模型中固有的以工人为中心的问题，并寻求未来可以实施的潜在改进。本次研讨会探讨了如何重新构想众包平台的视角，从而提供更加公平、公正和有益的体验。这不仅包括工人，还包括平台，他们可以受益，例如：来自更好的员工入职、技能开发和成长流程。我们邀请有关该主题的各种形式的有远见的人士，向 CHI 社区传播以工人为中心的研究和开发的意识。作为研讨会上互动构思工作的结果，我们阐明了以众包平台为中心的研究的未来方向路线图。最后，作为一个特定的兴趣领域，研讨会旨在从全球南方的背景下研究众包，近年来，全球南方已成为一个重要但尚未得到充分研究的众包市场。
Crowdworkers silently enable much of today’s AI-based products, with several online platforms offering a myriad of data labelling and content moderation tasks through convenient labour marketplaces. The HCI community has been increasingly interested in investigating the worker-centric issues inherent in the current model and seeking for potential improvements that could be implemented in the future. This workshop explores how a reimagined perspective on crowdsourcing platforms could provide a more equitable, fair, and rewarding experience. This includes not only the workers but also the platforms, who could benefit e.g. from better processes for worker onboarding, skills-development, and growth. We invite visionary takes in various formats on this topic to spread awareness of worker-centric research and developments to the CHI community. As a result of interactive ideation work in the workshop, we articulate a future direction roadmap for research centred around crowdsourcing platforms. Finally, as a specific interest area, the workshop seeks to study crowdwork from the context of the Global South, which has been arising as an important but critically understudied crowdsourcing market in recent years.