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Tools for Gamification Analytics: A Survey

机译:游戏化分析工具:调查

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摘要

Application and gamification data contains valuable information about users and their behavior. This data can be used to measure the success of gamification projects, to analyze user behavior, and to continuously improve gamification designs. Existing software solutions promise support for analyzing game- and gamification-related data. However, research shows that most gamification projects do not monitor and analyze this data in an automated way, even though gamification experts are aware of its potential. In this survey paper we identify relevant software solutions and assesses them with regards to their fulfillment of user requirements in the gamification analytics domain. The survey results can be used by practitioners to make tool decisions. Furthermore, we identify gaps of current solutions that should be addressed by future work in the field of gamification analytics.
机译:应用程序和游戏化数据包含有关用户及其行为的有价值的信息。此数据可用于衡量游戏化项目的成功,分析用户行为并持续改进游戏化设计。现有的软件解决方案有望支持分析与游戏和游戏化相关的数据。但是,研究表明,即使游戏化专家知道其潜力,大多数游戏化项目也不会以自动化方式监视和分析此数据。在本调查文件中,我们确定了相关的软件解决方案,并就它们在游戏化分析领域中满足用户要求的方面进行了评估。从业人员可以使用调查结果来制定工具决策。此外,我们确定了当前解决方案的差距,这些差距应在游戏化分析领域的未来工作中加以解决。

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