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Göteborgs universitets publikationer

Integrating Axiomatic and Analogical Reasoning

Författare och institution:
Claes Strannegård (Institutionen för tillämpad informationsteknologi (Chalmers), Chalmers & Institutionen för filosofi, lingvistik och vetenskapsteori); Abdul Rahim Nizamani (Institutionen för tillämpad informationsteknologi (GU)); Ulf Persson (Institutionen för matematiska vetenskaper, Chalmers/GU)
Publicerad i:
9th International Conference on Artificial General Intelligence, AGI 2016; New York; United States; 16 July 2016 through 19 July 2016, 9782 s. 181-191
ISBN:
978-3-319-41648-9
Publikationstyp:
Konferensbidrag, refereegranskat
Publiceringsår:
2016
Språk:
engelska
Fulltextlänk:
Sammanfattning (abstract):
We present a computational model of a developing system with bounded rationality that is surrounded by an arbitrary number of symbolic domains. The system is fully automatic and makes continuous observations of facts emanating from those domains. The system starts from scratch and gradually evolves a knowledge base consisting of three parts: (1) a set of beliefs for each domain, (2) a set of rules for each domain, and (3) an analogy for each pair of domains. The learning mechanism for updating the knowledge base uses rote learning, inductive learning, analogy discovery, and belief revision. The reasoning mechanism combines axiomatic reasoning for drawing conclusions inside the domains, with analogical reasoning for transferring knowledge from one domain to another. Thus the reasoning processes may use analogies to jump back and forth between domains.
Ämne (baseras på Högskoleverkets indelning av forskningsämnen):
HUMANIORA ->
Filosofi, etik och religion ->
Filosofi ->
Logik
Postens nummer:
241527
Posten skapad:
2016-09-08 14:53
Posten ändrad:
2016-09-16 16:12

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