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Microworkers vs. facebook: The impact of crowdsourcing platform choice on experimental results

机译:Microworkers与Facebook:众包平台选择对实验结果的影响

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Subjective laboratory tests represent a proven, reliable approach towards multimedia quality assessment. Nonetheless, in certain cases novel progressive quality of experience (QoE) assessment methods can lead to better results or enable test execution in more cost-effective ways. In this respect, crowdsourcing can be considered as emerging method enabling researchers to better explore end-user quality perception when requiring a large panel of subjects, particularly for Web application usage scenarios. However, the crowdsourcing platform chosen for recruiting participants can have an impact on the experimental results. In this paper, we examine the platform's influence on QoE results by comparing MOS scores of two otherwise identical subjective HD video quality experiments executed on one paid and one non-paid crowdsourcing platform.
机译:主观实验室测试代表多媒体质量评估的经过验证,可靠的方法。尽管如此,在某些情况下,在某些情况下,小说渐进经验质量(QoE)评估方法可能会导致更好的结果或以更具成本效益的方式实现测试执行。在这方面,众包可以被视为新兴方法,使研究人员能够更好地探索最终用户的质量感知,特别是对于Web应用程序使用场景。然而,选择用于招聘参与者的众包平台可能对实验结果产生影响。在本文中,我们通过比较两个相同的主观高清视频质量实验的MOS分数来研究平台对QoE结果的影响,以免在一个付费和一个非付费的众包平台上执行。

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