To: | Ontology Summit 2012 discussion <ontology-summit@xxxxxxxxxxxxxxxx> |
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From: | joseph simpson <jjs0sbw@xxxxxxxxx> |
Date: | Fri, 3 Feb 2012 22:06:10 -0800 |
Message-id: | <CAPnyebxbVPGwL9Xah2DJ53OMHJ4iuE0j_FQZQhDYyEOEsUjkjA@xxxxxxxxxxxxxx> |
John: There may be two specific areas of artificial intelligence (AI) application that could be improved. The first area is generally referred to as combinatorial "rule explosion" as detailed by William Combs in the Combs Method. http://en.wikipedia.org/wiki/Combs_method The second area is generally referred to as "trust." People do not understand what is going on in a black box AI system and therefore do not trust the result. I believe that there is a way to address both of these issues by applying a controlled abstraction technique that is composed of "structure nodes" that are constructed from restricted set of items. These nodes are then evaluated using a context dependent relation. The act of aggregation and structure development provides an approach where the human expert can check the model for validity. Early conceptual design of a system of this type is ongoing with the structure nodes being named ConceptCubes (sm) (CC). The size and structure of the CC is designed to allow a human expert to reason about the items and relationship without overloading the cognitive capability of the human experts. Designing AI systems that are sensitive to the cognitive limitations of humans is the best way to encourage the mainstream application of AI, in my opinion. I agree that there must be improvements in the deployment and use of AI systems and addressing human cognitive limits is a great place to start the AI system modification process. Have fun, Joe
On Fri, Feb 3, 2012 at 9:29 PM, John F. Sowa <sowa@xxxxxxxxxxx> wrote: Amanda, -- Joe Simpson Sent From My DROID!! _________________________________________________________________ Msg Archives: http://ontolog.cim3.net/forum/ontology-summit/ Subscribe/Config: http://ontolog.cim3.net/mailman/listinfo/ontology-summit/ Unsubscribe: mailto:ontology-summit-leave@xxxxxxxxxxxxxxxx Community Files: http://ontolog.cim3.net/file/work/OntologySummit2012/ Community Wiki: http://ontolog.cim3.net/cgi-bin/wiki.pl?OntologySummit2012 Community Portal: http://ontolog.cim3.net/wiki/ (01) |
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