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Linked Data Infrastructure Models: Areas
of Focus for PCC Strategies
Prepared by members of the PCC Linked Data Advisory Committee: Jennifer Taxpayer,
Karen Coyle, Joanna Dylan, MJ Han, Steven Folsom,
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How to fill out linked data infrastructure models:
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Start by gathering the necessary information. This includes identifying the sources of data that will be included in the model, such as databases, spreadsheets, or external APIs.
02
Determine the structure of the model. This involves deciding on the entities (objects) that will be represented in the model and the relationships between them. This can be done using techniques such as entity-relationship diagrams or ontologies.
03
Once the structure is defined, populate the model with actual data. This involves mapping the data from the various sources to the entities and attributes in the model. This may require data transformation or cleaning to ensure consistency and accuracy.
04
Validate the data in the model. This includes checking for any errors or inconsistencies in the data and resolving them. It is important to ensure that the data conforms to any constraints or rules defined in the model.
05
Finally, document the model. This involves providing descriptions of the entities, attributes, and relationships in the model, as well as any rules or constraints that apply. This documentation will help others understand the structure and purpose of the model.
Who needs linked data infrastructure models:
01
Researchers and scientists who need to integrate and analyze data from multiple sources. Linked data infrastructure models provide a standardized way to represent and query diverse datasets, enabling them to make connections and discover new insights.
02
Government organizations and policymakers who need to share and exchange data across different departments or agencies. Linked data infrastructure models provide a common language and framework for data interoperability, facilitating collaboration and data sharing.
03
Businesses and organizations that want to optimize their data management and improve decision-making. Linked data infrastructure models enable them to integrate and analyze data from various sources, gaining a holistic view of their operations and customers. This can lead to better insights, more informed decision-making, and improved efficiency.
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What is linked data infrastructure models?
Linked data infrastructure models are representations of how data is linked and organized within a system or network to enable better sharing and integration of information.
Who is required to file linked data infrastructure models?
Organizations or entities that handle large amounts of data and rely on interconnected systems may be required to file linked data infrastructure models.
How to fill out linked data infrastructure models?
Linked data infrastructure models are typically filled out by providing detailed information on the relationships between different data elements, entities, and systems within an organization.
What is the purpose of linked data infrastructure models?
The purpose of linked data infrastructure models is to improve data integration, sharing, and interoperability within an organization to enhance decision-making and efficiency.
What information must be reported on linked data infrastructure models?
Information reported on linked data infrastructure models may include data sources, data flows, data transformations, data storage mechanisms, and data relationships.
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