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Attribute-value system facts for kids

Kids Encyclopedia Facts

An attribute-value system is a simple way to organize information. Think of it like a table. It has columns for different "attributes" (also called features or characteristics) and rows for different "objects" (like items or things). Each box in the table shows a specific detail or "value" for an attribute of an object. This helps us understand and compare different things easily.

How Does an Attribute-Value System Work?

Let's look at an example of an attribute-value system. Imagine you have a list of 10 different objects, and you want to describe them using five features. This system uses a table to do just that.

In the example below, the table shows 10 objects (rows) and five features (columns). The values in this table are numbers, but an attribute-value system can hold any kind of information, like words, dates, or other types of data.

What makes this system special is that each feature can have a range of different values. For instance, a feature might be "color," and its values could be "red," "blue," or "green." This is different from a simple checklist where a feature is either just "present" or "absent."

Sample Attribute-Value System
Object P_{1} P_{2} P_{3} P_{4} P_{5}
O_{1} 1 2 0 1 1
O_{2} 1 2 0 1 1
O_{3} 2 0 0 1 0
O_{4} 0 0 1 2 1
O_{5} 2 1 0 2 1
O_{6} 0 0 1 2 2
O_{7} 2 0 0 1 0
O_{8} 0 1 2 2 1
O_{9} 2 1 0 2 2
O_{10} 2 0 0 1 0

Other Names for This System

Attribute-value systems are used in many different areas, so they have been called by several other names over time:

See Also

  • Bayes networks
  • Entity-Attribute-Value model
  • Joint distribution
  • Knowledge representation
  • Optimal classification
  • Rough set
  • Barsalou, Lawrence W. & Christopher R. Hale (1993), "Components of conceptual representation: From feature lists to recursive frames", in Iven Van Mechelen, James Hampton, Ryszard S. Michalski, & Peter Theuns, Categories and Concepts: Theoretical Views and Inductive Data Analysis, London: Academic Press
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