论文标题

Erpirica:用于高通量宏观实验的虚拟实验室

Empirica: a virtual lab for high-throughput macro-level experiments

论文作者

Almaatouq, Abdullah, Becker, Joshua, Houghton, James P., Paton, Nicolas, Watts, Duncan J., Whiting, Mark E.

论文摘要

虚拟实验室使研究人员可以设计高通量和宏观实验,这些实验在传统的面对面实验室设置中不可行。尽管在线研究的普及越来越高,但在设计和部署虚拟实验室实验时,研究人员仍然面临许多技术和后勤障碍。尽管存在几个平台来促进虚拟实验室实验的开发,但它们通常会使研究人员在可用性和功能之间取决于鲜明的权衡。我们介绍了帝国主义:一个模块化虚拟实验室,该实验室通过采用“灵活的默认设计”设计策略来解决可用性 - 功能函数折衷的解决方案。该策略使我们能够保持完整的“构建任何内容”灵活性,同时提供新手程序员可以访问的开发平台。 Erpirica的架构旨在允许可参数化的实验设计,可重复使用的协议和快速开发。这些功能将增加虚拟实验室实验的可访问性,消除实验设计创新的障碍,并在理解分布式人类计算时快速进步。

Virtual labs allow researchers to design high-throughput and macro-level experiments that are not feasible in traditional in-person physical lab settings. Despite the increasing popularity of online research, researchers still face many technical and logistical barriers when designing and deploying virtual lab experiments. While several platforms exist to facilitate the development of virtual lab experiments, they typically present researchers with a stark trade-off between usability and functionality. We introduce Empirica: a modular virtual lab that offers a solution to the usability-functionality trade-off by employing a "flexible defaults" design strategy. This strategy enables us to maintain complete "build anything" flexibility while offering a development platform that is accessible to novice programmers. Empirica's architecture is designed to allow for parameterizable experimental designs, reusable protocols, and rapid development. These features will increase the accessibility of virtual lab experiments, remove barriers to innovation in experiment design, and enable rapid progress in the understanding of distributed human computation.

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