We present BiDaML 2.0, an integrated suite of visual languages and supporting tool to help multidisciplinary teams with the design of big data analytics solutions. BiDaML tool support provides a platform for efficiently producing BiDaML diagrams and facilitating their design, creation, report and code generation. We evaluated BiDaML using two types of evaluations, a theoretical analysis using the “physics of notations”, and an empirical study with 1) a group of 12 target end-users and 2) five individual end-users. Participants mostly agreed that BiDaML was straightforward to understand/learn, and prefer BiDaML for supporting complex data analytics solution modeling than other modeling languages.

我们介绍BiDaML 2.0，这是一套集成的可视语言和支持工具套件，可帮助多学科团队设计大数据分析解决方案。BiDaML工具支持提供了一个平台，可以有效地生成BiDaML图并促进其设计，创建，报告和代码生成。我们使用两种类型的评估对BiDaML进行了评估，一种是使用“符号物理”进行的理论分析，另一项是通过1个12个目标最终用户和2个5个个人最终用户进行的实证研究。参与者大多同意BiDaML易于理解/学习，并且比其他建模语言更喜欢BiDaML支持复杂的数据分析解决方案建模。