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Serious Games for Solving Protein Sequence Alignments - Combining Citizen Science and Gaming

机译:解决蛋白质序列比对的严肃游戏-结合公民科学和游戏

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摘要

A fundamental task in computational biology is the identification of similarities between multiple protein sequences, to get insight into their functional, structural and evolutionary relationships. These similarities can be revealed by aligning the sequences. This alignment is a NP-hard problem. In this paper, we present an improved game approach to solving large protein sequence alignments with the concept of citizen science. We abstract the alignment problem into a kind of puzzle, that can be solved even by non-expert players. Due to the early stage of development our approach is primarily focused on usability and game experience. We evaluated our game prototype by a user study with a convenience sample of 20 persons. This study showed, that our prototype is already capable to elicit fun and to deliver a true game experience despite its early stage. Some issues have been revealed requiring further improvement.
机译:计算生物学的基本任务是识别多个蛋白质序列之间的相似性,以深入了解其功能,结构和进化关系。这些相似性可以通过比对序列来揭示。这种比对是一个NP难题。在本文中,我们提出了一种改进的博弈方法,以公民科学概念解决大型蛋白质序列比对问题。我们将对齐问题抽象为一种难题,即使非专家玩家也可以解决。由于开发的早期阶段,我们的方法主要集中在可用性和游戏体验上。我们通过一个有20个人的便利样本的用户研究评估了我们的游戏原型。这项研究表明,尽管处于初期阶段,我们的原型已经能够激发乐趣并提供真实的游戏体验。已经发现一些问题需要进一步改进。

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