Not logged in : Login

About: Deductive classifier     Goto   Sponge   NotDistinct   Permalink

An Entity of Type : dbpedia-owl:Software, within Data Space : ods-qa.openlinksw.com:8896 associated with source document(s)

A deductive classifier is a type of artificial intelligence inference engine. It takes as input a set of declarations in a frame language about a domain such as medical research or molecular biology. For example, the names of classes, sub-classes, properties, and restrictions on allowable values. The classifier determines if the various declarations are logically consistent and if not will highlight the specific inconsistent declarations and the inconsistencies among them. If the declarations are consistent the classifier can then assert additional information based on the input. For example, it can add information about existing classes, create additional classes, etc. This differs from traditional inference engines that trigger off of IF-THEN conditions in rules. Classifiers are also sim

AttributesValues
type
sameAs
wasDerivedFrom
dbpedia-owl:abstract
  • A deductive classifier is a type of artificial intelligence inference engine. It takes as input a set of declarations in a frame language about a domain such as medical research or molecular biology. For example, the names of classes, sub-classes, properties, and restrictions on allowable values. The classifier determines if the various declarations are logically consistent and if not will highlight the specific inconsistent declarations and the inconsistencies among them. If the declarations are consistent the classifier can then assert additional information based on the input. For example, it can add information about existing classes, create additional classes, etc. This differs from traditional inference engines that trigger off of IF-THEN conditions in rules. Classifiers are also similar to theorem provers in that they take as input and produce output via First Order Logic. Classifiers originated with KL-ONE Frame languages. They are increasingly significant now that they form a part in the enabling technology of the Semantic Web. Modern classifiers leverage the Web Ontology Language. The models they analyze and generate are called ontologies.
dbpedia-owl:thumbnail
dbpedia-owl:wikiPageExternalLink
dbpedia-owl:wikiPageID
dbpedia-owl:wikiPageRevisionID
comment
  • A deductive classifier is a type of artificial intelligence inference engine. It takes as input a set of declarations in a frame language about a domain such as medical research or molecular biology. For example, the names of classes, sub-classes, properties, and restrictions on allowable values. The classifier determines if the various declarations are logically consistent and if not will highlight the specific inconsistent declarations and the inconsistencies among them. If the declarations are consistent the classifier can then assert additional information based on the input. For example, it can add information about existing classes, create additional classes, etc. This differs from traditional inference engines that trigger off of IF-THEN conditions in rules. Classifiers are also sim
label
  • Deductive classifier
dbpprop:wikiPageUsesTemplate
described by
topic
depiction
  • External Image
http://purl.org/li...ics/gold/hypernym
Subject
is primary topic of
dbpedia-owl:wikiPageLength
dbpedia-owl:wikiPageWikiLink
is sameAs of
is topic of
is dbpedia-owl:wikiPageDisambiguates of
is primary topic of
is dbpedia-owl:wikiPageWikiLink of
is inDataset of
Faceted Search & Find service v1.17_git55 as of Mar 01 2021


Alternative Linked Data Documents: ODE     Content Formats:       RDF       ODATA       Microdata      About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 08.03.3322 as of Mar 14 2022, on Linux (x86_64-generic-linux-glibc25), Single-Server Edition (7 GB total memory)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software