Frame Representation

3. Frame Representation

A frame is a structured data entity that groups related attributes and values to describe an object or situation. Frames are organized into collections, where each frame consists of slots (attributes) and facets (constraints or additional details).

Schema:

Frame: Book
  - Title: Artificial Intelligence
  - Genre: Computer Science
  - Author: Peter Norvig
  - Edition: Third
  - Year: 1996
  - Pages: 1152

Advantages:

• Simplifies programming by structuring related data.

• Highly flexible and adaptable.

• Supports default values and missing data handling.

Disadvantages:

• Does not inherently support advanced inference mechanisms.

• Can be overly generalized, limiting complex reasoning.