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    The Semantic Web for Data Governance and Stewardship

    By Pete Stiglich Semantic Web technologies can strengthen data governance and stewardship by improving how organizations understand and connect their data. Rather than focusing only…

    Posted on 12/26/202512/26/2025
    • Data Governance
    • Semantics

    Data Rationalization and Semantic Resolution

    By Pete Stiglich Describes how organizations reduce confusion and redundancy by rationalizing data and resolving semantic differences across systems. The article’s theme is that integration…

    Posted on 12/26/2025
    • Semantics

    Database inferencing to get to trusted healthcare data

    By Pete Stiglich Describes building a data-quality rule repository for a healthcare EDW program focused on ‘trusted data.’ The author explains storing configurable quality rules,…

    Posted on 12/26/202512/26/2025
    • Data Quality
    • Semantics

    The Semantic Web and Information Architecture

    By Pete Stiglich Explains how Semantic Web standards (such as RDF/OWL and related querying) can strengthen information architecture by making meaning explicit and machine-interpretable. Rather…

    Posted on 12/26/202512/26/2025
    • Data Architecture
    • Semantics

    The Semantic Web and Metadata Management

    By Pete Stiglich The EIMInstitute ‘Current Issue’ listing describes this as the third installment in a series on the Semantic Web and Enterprise Information Management…

    Posted on 12/26/202512/26/2025
    • Semantics

    Normalization of Knowledge

    By Donavon Gooldy Normalization is NOT an engineering exercise. The central principle that underlies its rules is that data redundancy, whether repeating groups of attributes or…

    Posted on 12/22/202501/06/2026
    • Data Architecture
    • Data Modeling
    • Editor's Choice
    • Semantics

    What is Data?

    By Donavon Gooldy A leader of one of the consulting firms I’ve worked for in my career answered our title question by stating that “Data…

    Posted on 12/22/202501/06/2026
    • Data Modeling
    • Semantics

    A Low Cost Big Data Integration Option?

    By Pete Stiglich Argues that big data platforms are not a silver bullet unless organizations can understand and integrate their data effectively. After acknowledging typical…

    Posted on 11/05/202512/31/2025
    • Semantics

    Archives

    • December 2025
    • November 2025

    Latest Posts

    • Benefits of Conceptual Data Modeling

      Benefits of Conceptual Data Modeling

      Posted on 12/26/202501/06/2026
    • The Semantic Web for Data Governance and Stewardship

      The Semantic Web for Data Governance and Stewardship

      Posted on 12/26/202512/26/2025
    • Data Governance and Stewardship Organizations

      Data Governance and Stewardship Organizations

      Posted on 12/26/202501/06/2026
    • Data Management Activities that are Critical to Trustworthy Data

      Data Management Activities that are Critical to Trustworthy Data

      Posted on 12/26/202512/26/2025
    • Data model conversion: Conceptual design to logical design using an ER model

      Data model conversion: Conceptual design to logical design using an ER model

      Posted on 12/26/202501/06/2026

    Recent News Posts

    • Dimensional Data Modeling Fact Qualifier Matrix

      Dimensional Data Modeling Fact Qualifier Matrix

      Posted on 12/26/202501/06/2026
      • Big Data
      • Data Modeling
    • Ignoring Your Customer

      Ignoring Your Customer

      Posted on 12/22/202512/22/2025
      • Big Data
      • Data Architecture
    • Data Architecture – The Differences

      Data Architecture – The Differences

      Posted on 12/22/202501/06/2026
      • Big Data
      • Data Architecture
      • Hot Topic
    • Is the Data Warehouse centralized?

      Is the Data Warehouse centralized?

      Posted on 12/22/202501/06/2026
      • Big Data
      • Data Architecture
      • Data Integration
      • Hot Topic
    • Big Data as an Archival Platform

      Big Data as an Archival Platform

      Posted on 11/05/202512/22/2025
      • Big Data
    • Big Data Security

      Big Data Security

      Posted on 11/05/202512/22/2025
      • Big Data

    Join Our Community

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    EDITOR’S CHOICE

    • Data Governance and Stewardship Organizations

      Data Governance and Stewardship Organizations

      Posted on 12/26/202501/06/2026
    • Empowering Data-Driven Decisions through Effective BI Training

      Empowering Data-Driven Decisions through Effective BI Training

      Posted on 12/22/202501/06/2026
    • The Power of Dimension Placeholder Records

      The Power of Dimension Placeholder Records

      Posted on 12/22/202501/06/2026
    • Normalization of Knowledge

      Normalization of Knowledge

      Posted on 12/22/202501/06/2026
    • Examining and Refuting Some Common Data Governance Myths

      Examining and Refuting Some Common Data Governance Myths

      Posted on 12/22/202501/06/2026

    Latest Posts

    • Qlik’s Extremely Powerful and Easy-to-use Key Driver Analysis capability

      Qlik’s Extremely Powerful and Easy-to-use Key Driver Analysis capability

      Posted on 12/22/202501/06/2026
    • The Ever Evolving LLM

      The Ever Evolving LLM

      Posted on 12/22/202501/06/2026
    • Data Integrity in a New Light – A New View of Data Management and Ethics

      Data Integrity in a New Light - A New View of Data Management and Ethics

      Posted on 12/22/202501/06/2026
    • Start Your BI Journey with the Data Model

      Start Your BI Journey with the Data Model

      Posted on 12/22/202501/06/2026

    Hot Topic

    • The Holy Grail of Analytics?

      The Holy Grail of Analytics?

      Posted on 12/26/202501/06/2026
    • Know your keys!

      Know your keys!

      Posted on 12/22/202501/06/2026
    • Data Architecture – The Differences

      Data Architecture - The Differences

      Posted on 12/22/202501/06/2026
    • Is the Data Warehouse centralized?

      Is the Data Warehouse centralized?

      Posted on 12/22/202501/06/2026
    • The Unfinished Business of Generative AI Governance

      The Unfinished Business of Generative AI Governance

      Posted on 12/22/202501/06/2026

    Data Principles LLC

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