一种多模态实验数据管理体系结构与协议

O. Gherman
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引用次数: 0

摘要

为对照实验收集数据是确保遵循正确方案的关键步骤。这一阶段通常需要专门的设备和适当的记录仪。此外,不同格式和不同来源的数据必须被存储、处理,并用于实验的各个阶段。良好的数据管理工作流对于实验的实现和相关信息的历史保存(用于以后的分析、元分析或各种其他用途)都很重要。在这方面,本文提出了一个利用现代技术的实验架构,允许在现场轻松部署数据采集工具,收集和分类数据,存储和自定义检索各种目的的信息。我们将进一步讨论该平台的细节,并强调其优势。
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An Architecture and Protocol for Management of Multimodal Experimental Data
Data collection for controlled experiments is a critical step in ensuring that the correct protocol is followed. This stage usually requires specialized devices and proper recorders. Moreover, the data - in different formats and from various sources - must be stored, processed, and used for various stages of the experiment. A good workflow for data management is important both for experiment’s implementation and for historic preservation of the relevant information (for later analysis, metaanalysis, or various other uses). In this regard, the article proposes an experimental architecture that leverages the modern technologies to allow easy deployment of data acquisition tools in the field, the collection and classification of data and storage and custom retrieval of information for various purposes. The details of the platform will be further discussed, and its advantages highlighted.
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