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arXiv 1702.03385cs.SIcs.HC
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微任务众包中信任线索质量和可靠性的改进(立场文件)

On the Improvement of Quality and Reliability of Trust Cues in Micro-task Crowdsourcing (Position paper)

Jie Yang, Alessandro Bozzon

摘要:

微任务众包已经成为从大量不同人群中获取高质量数据的成功手段。在这种情况下,所有参与者(即请求者、工作者和平台所有者)之间的信任是接受和长期成功的关键因素。由于参与者对“现实生活”中的会议没有期望,因此信任只能通过计算机中介的信任线索来归因,如工人资格和请求者评级。这些线索往往是孤立进行的技术或社会评估的结果,只考虑相关属性的一个子集,并与异步和不对称的互动。在本文中,我们提倡新一代的微任务众包系统,追求信任的整体理解,通过提供一个开放的,透明的,隐私友好的,社会意识的观点,所有的演员的微任务众包环境。

英文摘要:

Micro-task crowdsourcing has become a successful mean to obtain high-quality data from a large crowd of diverse people. In this context, trust between all the involved actors (i.e. requesters, workers, and platform owners) is a critical factor for acceptance and long-term success. As actors have no expectation for "real life" meetings, thus trust can only be attributed through computer-mediated trust cues like workers qualifications and requester ratings. Such cues are often the result of technical or social assessments that are performed in isolation, considering only a subset of relevant properties, and with asynchronous and asymmetrical interactions. In this paper, we advocate for a new generation of micro-task crowdsourcing systems that pursue an holistic understanding of trust, by offering an open, transparent, privacy-friendly, and socially-aware view on the all the actors of a micro-task crowdsourcing environment.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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