AutoMan: a platform for integrating human-based and digital computation

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A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective (2018, background): “Data generation Crowdsourcing Gathering [45], [46], [47], [48], [49], [50], [51], [52], [53], [54] Processing [49], [50], [55], [56]”
Crowdsourced Data Management: Industry and Academic Perspectives (2015, background): “At a higher level of abstraction, toolkits such as CrowdForge [116] and Jabberwocky [22], and Automan [32] help specify crowdsourced workflows.”
Challenges in Data Crowdsourcing (2016, background): “There are a variety of systems that provide procedural mechanisms to decompose a problem into tasks issued by humans, including Turkit [30], Automan [12], Dog [7].”
A survey of the use of crowdsourcing in software engineering (2017, unknown): “AutoMan [150] was designed to help programmers focus on their programming logic while utilising human computation to solve tasks that are difficult for computers.”