Abstract
Modeling-Simulation-Optimization workflows play a fundamental role in applied mathematics. The Mathematical Research Data Initiative, MaRDI, responded to this by developing a FAIR and machine-interpretable template for a comprehensive documentation of such workflows. MaRDMO, a Plugin for the Research Data Management Organiser, enables scientists from diverse fields to document and publish their workflows on the MaRDI Portal seamlessly using the MaRDI template. Central to these workflows are mathematical models. MaRDI addresses them with the MathModDB ontology, offering a structured formal model description. Here, we showcase the interaction between MaRDMO and the MathModDB Knowledge Graph through an algebraic modeling workflow from the Digital Humanities. This demonstration underscores the versatility of both services beyond their original numerical domain.
Abstract (translated)
建模-仿真-优化工作流程在应用数学中发挥着重要作用。为了回应这一需求，数学研究数据倡议（MaRDI）开发了一个全面记录这种工作流程的FAIR和机器可解释模板。MaRDMO，一个用于研究数据管理组织器的插件，使来自各种领域的科学家在MaRDI门户上使用MaRDI模板轻松地记录和发布他们的工作流程。这些工作流程的核心是数学模型。MaRDI用MathModDB本体解决这个问题，提供了一个结构化的形式化模型描述。在这里，我们通过数字人文领域的算术建模工作流程展示了MaRDMO和MathModDB知识图之间的互动。这个演示进一步证明了这两个服务的多样性和超出它们原有数值领域的应用范围。
URL
https://arxiv.org/abs/2403.17778
