Method for learning data processing rules from graph information

Details Method for learning data processing rules from graph information Method for learning data processing rules from graph information

1995-03-28

1999-12-21

Hafiz, Tariq R.

Data processing: artificial intelligence

Adaptive system

706 45, 706 46, 706 47, 706 61, G06F 1518

Patent

active

060062134

ABSTRACT:
A learning method for performing a method of inductively learning rules from machine data, and a method for analyzing an inference process to learn rules useful for increasing efficiency by a common program are provided. Data desired to be classified is converted into a graph and is then input. The course of process by a computer is also converted into a graph and is then input. Then, patterns appearing in the input graph are extracted and patterns having a good evaluation result are output. The patterns are converted into rules for classification and rules for high-speed operation in accordance with a kind of the input graph, and are output.

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Yoshida et al, "Clip-Concept Learning from Interface Pattern--A Method to Find Typical Inference Pattern", Journal of Artificial Intelligence Society of Japan, Jul. 1992.
"CLIP: Concept Learning from Inference Patterns: A Method of Finding Typical Inference Patterns", Yoshida et al, Jul. 1991, Technical Papers pp. 1-33.

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