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  2. Entity-Attribute-Value
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    Entity-Attribute-Value (EAV) is a design pattern for relational databases that uses an extreme form of normalization to achieve flexibility and the ability to efficiently store temporal data.
    Entity-Attribute-Value (EAV) — this enigmatic acronym, sounding like a mysterious incantation from a fantasy book, is actually a powerful design pattern in databases. It allows for flexible data management, which by nature is variable and unpredictable.
     
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    Entity–attribute–value model - Wikipedia

    An entity–attribute–value model (EAV) is a data model optimized for the space-efficient storage of sparse—or ad-hoc—property or data values, intended for situations where runtime usage patterns are arbitrary, subject to user variation, or otherwise unforeseeable using a fixed design. The use-case … See more

    This data representation is analogous to space-efficient methods of storing a sparse matrix, where only non-empty values are stored. In an EAV data model, each attribute–value pair is a fact describing an entity, and a row in … See more

    EAV, as a general-purpose means of knowledge representation, originated with the concept of "association lists" (attribute–value pairs). Commonly used today, these were … See more

    In a simple EAV design, the values of an attribute are simple or primitive data types as far as the database engine is concerned. However, in EAV systems used for the … See more

    (The first part of this section is a précis of the Dinu/Nadkarni reference article in Central, to which the reader is directed for more details.) See more

    1970s
    The first medical record systems to employ EAV were the Regenstrief electronic medical record (the effort led by Clement MacDonald), William Stead and Ed Hammond's TMR (The Medical Record) system and the HELP Clinical Data Repository (CDR) created by Homer Warner's group at LDS Hospital, Salt Lake City, Utah.
    1998-05-01
    The following shows a selection of rows of an EAV table for clinical findings from a visit to a doctor for a fever on the morning of 1998-05-01.
    1970
    EAV, as a general-purpose means of knowledge representation, originated with the concept of "association lists" (attribute–value pairs).
    1970s
    The Regenstrief system actually used a Patient-Attribute-Timestamp-Value design: the use of the timestamp supported retrieval of values for a given patient/attribute in chronological order.
    1970
    Attribute–value pairs are widely used for diverse applications, such as configuration files (using a simple syntax like attribute = value).
    1970
    EAV, as a general-purpose means of knowledge representation, originated with the concept of "association lists" (attribute–value pairs).
    1970
    EAV is also known as object–attribute–value model, vertical database model, and open schema.
    1970s
    The first medical record systems to employ EAV were the Regenstrief electronic medical record (the effort led by Clement MacDonald), William Stead and Ed Hammond's TMR (The Medical Record) system and the HELP Clinical Data Repository (CDR) created by Homer Warner's group at LDS Hospital, Salt Lake City, Utah.
    1970s
    EAV, as a general-purpose means of knowledge representation, originated with the concept of "association lists" (attribute–value pairs).
    1970s
    The open-source TrialDB clinical study data management system of Nadkarni et al. was the first to use multiple EAV tables, one for each DBMS data type.

    The term "EAV database" refers to a database design where a significant proportion of the data is modeled as EAV. However, even in a database described as "EAV-based", some … See more

    In the words of Prof. Dr. Daniel Masys (formerly Chair of Vanderbilt University's Medical Informatics Department), the challenges of working with EAV stem from the fact that in an EAV database, the "physical schema" (the way data are stored) is radically … See more

    EAV vs. the Universal Data Model
    Originally postulated by Maier, Ullman and Vardi, the "Universal Data Model" (UDM) seeks to simplify the … See more

     
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  5. Entity-Attribute-Value (EAV) database model · Coding Notes

  6. Understanding the EAV data model and when to use it …

    Oct 21, 2010 · In this article we will explore the EAV model and its implementation, and show real-world applications – including a look at how Magento makes use of this pattern. First some quick notes... Object attributes …

  7. Eav Design Pattern Explained - Restackio

  8. database design - EAV - is it really bad in all scenarios?

  9. The Enigmatic Power of Entity-Attribute-Value (EAV)

    May 17, 2024 · Entity-Attribute-Value (EAV) — this enigmatic acronym, sounding like a mysterious incantation from a fantasy book, is actually a powerful design pattern in databases. It allows for flexible...

  10. What is EAV model in database design? how it works?

  11. SQL: Design – Entity Attribute Value Tables (Part 1)

    Feb 12, 2018 · If you've been working with databases for any length of time, you will have come across implementations of Entity-Attribute-Value (EAV) data models (or non-models as some of my friends would call them).

  12. Guidelines for the Effective Use of Entity-Attribute-Value …

  13. Designing an Entity-Attribute-Value model with Entity ... - Ekobit

  14. Modelling dynamic attributes - Blueprints for the Entity …

    The EAV model is a data modelling blueprint. It allows the implemented application or database to easily store additional information. Those additional information are also known as metadata.

  15. ssledz/eav-model-pattern: Entity attribute value model - GitHub

  16. Entity-Attribute-Value Model - Dremio

  17. SQL: Design – Entity Attribute Value Tables (Part 2) – Pros and …

  18. EAV Can Be Great In SQL Server, But It Depends On How You …

  19. Entity-Attribute-Value (EAV): The Antipattern to Great to Give Up

  20. Whats the use case of EAV pattern? : r/PostgreSQL - Reddit

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