The science of social bots seeks knowledge and solutions to one of the most debated forms of online misinformation. Yet, social bots research is plagued by widespread biases, hyped results, and misconceptions that set the stage for ambiguities, unrealistic expectations, and seemingly irreconcilable findings. Overcoming such issues is instrumental towards ensuring reliable solutions and reaffirming the validity of the scientific method. In this contribution we revise some recent results in social bots research, highlighting and correcting factual errors as well as methodological and conceptual issues. More importantly, we demystify common misconceptions, addressing fundamental points on how social bots research is discussed. Our analysis surfaces the need to discuss misinformation research in a rigorous, unbiased, and responsible way. This article bolsters such effort by identifying and refuting common fallacious arguments used by both proponents and opponents of social bots research as well as providing indications on the correct methodologies and sound directions for future research in the field.
翻译:社交机器人科学旨在寻求对于网上最受争议的一种虚假信息形式的认识和解决方案。然而,社交机器人研究面临着广泛的偏见、夸大的结果和误解,这为模糊、不切实际的期望和看似不可解决的结果设定了基调。克服这些问题是确保可靠解决方案和重申科学方法的有效性的关键。在这篇论文中,我们评述了社交机器人研究中的一些最近结果,突出并纠正了事实错误以及方法论和概念问题。更重要的是,我们揭示了常见的误解,以及解决社交机器人研究讨论的基本问题。我们的分析表明需要以严格、公正和负责任的方式讨论虚假信息的研究。本文通过识别并驳斥社交机器人研究支持者和反对者使用的常见谬论,以及提供正确的方法和未来研究的正确方向,增强了这种努力。