Title :
Concept learning in default logic
Author :
Qian, Zhaogang ; Irani, Keki B.
Author_Institution :
Artificial Intelligence Services, Troy, MI, USA
Abstract :
A model of induction is presented. Knowledge that people use for inductive concept learning is represented explicitly in terms of default schemas. Therefore, concept learning can be viewed as nonmonotonic reasoning in default logic. A computational procedure is also provided as an implementation of the idea presented
Keywords :
formal logic; learning (artificial intelligence); nonmonotonic reasoning; default logic; induction; inductive concept learning; nonmonotonic reasoning; Humans; Induction generators; Knowledge representation; Logic;
Conference_Titel :
Tools with Artificial Intelligence, 1992. TAI '92, Proceedings., Fourth International Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
0-8186-2905-3
DOI :
10.1109/TAI.1992.246410
