为《魔法：英雄无敌》的指挥格式构建数据仪表板：初步设计考虑
Building a Data Dashboard for Magic: The Gathering: Initial Design Considerations
AI总结：
本文探讨了为《魔法：英雄无敌》指挥格式构建数据仪表板的初步设计，通过用户任务分析确定需求，并提出设计方案以满足玩家需求和常见分析任务，测试结果显示玩家更偏好具有情境相关性和结果导向的指标，传统图表比复杂可视化更易理解。
摘要：
本文提出了为《魔法：英雄无敌》指挥格式开发数据仪表板的初步设计研究。我们通过用户任务分析确定了仪表板的需求，随后提出了设计方案以满足玩家需求和常见分析任务。接着进行了结构化用户测试以评估理解和偏好。结果显示，玩家更重视具有情境相关性和结果导向的指标，而非外围指标；传统图表（如热图、折线图）比更复杂的可视化（如散点图或冰柱图）更能提高理解度。我们的发现还强调了本地化视图、用户自定义和渐进披露的重要性，指出适应性和情境相关性与准确性同样关键。总体而言，本研究为游戏数据可视化提供了实用指南，并为以参与为导向的仪表板提供了更广泛的见解。
英文摘要：
This paper presents the initial stages of a design study aimed at developing a dashboard to visualize gameplay data of the Commander format from Magic: The Gathering. We conducted a user-task analysis to identify requirements for a data visualization dashboard tailored to the Commander format. Afterward, we proposed a design for the dashboard, leveraging visualizations to address players' needs and pain points for typical data analysis tasks in the context domain. Then, we followed-up with a structured user test to evaluate players' comprehension and preferences of data visualizations. Results show that players prioritize contextually relevant, outcome-driven metrics over peripheral ones, and that canonical charts like heatmaps and line charts support higher comprehension than complex ones such as scatterplots or icicle plots. Our findings also highlight the importance of localized views, user customization, and progressive disclosure, emphasizing that adaptability and contextual relevance are as essential as accuracy in effective dashboard design. Our study contributes practical design guidelines for data visualization in gaming contexts and highlights broader implications for engagement-driven dashboards.
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。
