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Artificial Intelligence I Notes on Semantic Nets and Frames

AI 1 Notes on Semantic nets and Frames 1996. Page 1 Artificial Intelligence IMatthew Huntbach, Dept of Computer Science, Queen Mary and Westfield College, London,UK E1 4NS. Email: . Notes may be used with the permission of the on Semantic Nets and FramesSemantic NetsSemantic networks are an alternative to predicate logic as a form of knowledge representation. Theidea is that we can store our knowledge in the form of a graph, with nodes representing objects inthe world, and arcs representing relationships between those objects. For example, the following:TomCatCreamMatMammalBirdis_ais _ais_acaughtlikesat_onis_aJohnis_owned_b yFurhasAnimalis_colouredGingeris intended to represent the data:Tom is a caught a is owned by is ginger in like cat sat on the cat is a bird is an mammals are have is argued that this form of representation is closer to the way humans structure knowledge bybuilding mental links between things than the predicate logic we considered earlier.

a_kind_of, or ako for short. The names instance and subclass are often used in the place of is_a and ako, but we will use these terms with a slightly different meaning in the section on Frames below. Note also the modification which causes the link …

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