语义文物目录的成熟度模型
Oscar Corcho1, Fajar J Ekaputra2,3, Ivan Heibi4,5
1Ontology Engineering Group (OEG), Computer Science School, Universidad Politécnica de Madrid, Madrid, Spain.
Scientific data
|May 10, 2024
概括
本研究引入了一个成熟度模型来评估语义文物目录,这对系统互操作性至关重要. 该模型评估了12个维度和43个特征,有助于保护和维护这些重要的语义资产.
科学领域:
- 计算机科学 计算机科学
- 信息科学 信息科学 信息科学
- 数据管理数据管理
背景情况:
- 语义互操作性对于系统集成至关重要.
- 语义文物目录是这种互操作性的关键推动者.
- 现有的目录缺乏标准化的评估方法.
研究的目的:
- 为评估语义文物目录提出一个全面的成熟度模型.
- 为评估语义文物质量和适用性提供一个框架.
- 通过改进目录治理来解决语义互操作性方面的挑战.
主要方法:
- 文献分析以定义模型尺寸和特征.
- 对目录评估标准进行专家咨询.
- 经验验证通过评估26个不同的语义目录.
主要成果:
- 开发一个具有12个维度的成熟度模型 (例如元数据,开放性,质量,治理,可持续性).
- 确定了43个具体特征 (子标准) 进行详细评估.
- 证明模型在评估现有目录中的有效性.
结论:
- 提出的成熟度模型为评估语义文物目录提供了一种新的方法.
- 它为治理和维护流程提供了可行的建议.
- 该模型有助于评估和缓解语义互操作性挑战.
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