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Principles for organizing semantic relations in large knowledge bases

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2 Author(s)
Stephens, L.M. ; Dept. of Electr. & Comput. Eng., South Carolina Univ., Columbia, SC, USA ; Chen, Y.F.

Defines principles for organizing semantic relations represented by slots in frame-structured knowledge bases. We organize slots based on the knowledge-level semantics of relations and the symbol-level function of slots that implement the representation language. The symbol-level organization of slots depends on the inferencing and expressive capabilities of the knowledge representation system. At the knowledge level, two entirely different organizational schemes are identified: one based on linguistic similarities and differences, and another based on the types of concepts being related

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Knowledge and Data Engineering, IEEE Transactions on  (Volume:8 ,  Issue: 3 )