Data Record Attribute

A Data Record Attribute is a 2-Tuple composed of a Value and a Metadata Record that represents a single Property of a Data Record.

• AKA: Data Attribute, Data Record Attribute, Record Attribute, Tuple Attribute, Data Characteristic, Feature.
• Context:
  • It can be:
    • an Instantiated Data Attribute with a Data Attribute Value
  • It can have be associated to
  • It can be associated to a Data Record Set Attribute.
  • It can be:
    • a Data Value Data Attribute:
      • a Binary Attribute.
      • a Categorical Data Attribute.
      • an Ordinal Data Attribute.
      • a Numerical Data Attribute.
      • a Interval Attribute.
      • a Ratio Attribute.
      • a Text Data Attribute.
    • a Reference Data Attribute
      • a Concept Reference Data Attribute.
  • It can be:
    • created by a Create Operation
    • updated by an Update Operation, e.g. 1) the value of the weight attribute is updated to x, 2) the name of the weight attribute is now y.
    • deleted by an Delete Operation, e.g. the weight attribute is deleted.
  • It can be implemented as a column in a Database Table.
  • It can contain information that describes a Item at a certain point in time (the Item's state). I.e. They are things we need to know about an entity.
  • it can be associated to a Data Quality Metric.
  • It can be a Learning Record Attribute, such as a Target Attribute.
• Example(s):
  • (Name.First, "Michael"), from a Person Record such as: [Name.First="Michael", Name.Last="Jackson"].
  • (Publication.Title, "The Oxford Handbook of Computational Linguistics), from a Citation Record.
  • (Synonym,"..."), from a WordNet Record.
• See: Variable, Data Model, Concept Property.

References

2009

• Quote: A data attribute describes the value found in each field in a table. Every field or column in a database table represents a single attribute of that table. (An attribute is what the data in that field represents, while the value is the actual data that a specific field contains.
• Quote: An attribute is a piece of information that needs to be known about the objects in a class. Each object might a have different value for an attribute. E.g. one dog is named Fido, the other is named Bowser.
• Quote: An attribute is an abstraction belonging to or characteristic of an entity.
• Quote: Attributes are part of a class declaration in UML. Objects are associated with attribute values describing properties of the object. An attribute has a name and a type specifying the domain of attribute values.
• Quote: Characteristics or objects closely associated with or that belong to people or things.

2005

• (Woodley, 2005b) => Mary S. Woodley, Gail Clement, and Pete Winn. (2005). "DCMI Glossary." Dublin Core Metadata Initiative.
  • Property
    • A property is a specific aspect, characteristic, attribute, or relation used to describe a resource. Dublin Core metadata elements are properties http://dublincore.org/documents/2003/04/02/dc-xml-guidelines/

2000

• (Witten & Frank, 2000) => Ian H. Witten, and Eibe Frank. (2000). "Data Mining: practical machine learning tools and techniques with Java implementations. Morgan Kaufmann.

1998

• (Kohavi & Provost, 1998) => Ron Kohavi, and Foster Provost. (1998). "Glossary of Terms." In: Machine Leanring 30(2-3).
  • Attribute (field, variable, feature): A quantity describing an instance. An attribute has a domain defined by the attribute type, which denotes the values that can be taken by an attribute. The following domain types are common: