Inductive Logic Programming

URI: https://gptkb.org/entity/Inductive_Logic_Programming

GPTKB entity

Statements (51)

Predicate	Object
gptkbp:instanceOf	Machine Learning Paradigm Artificial Intelligence Field
gptkbp:abbreviation	gptkb:ILP
gptkbp:appliesTo	gptkb:Bioinformatics gptkb:Natural_Language_Processing Data Mining Knowledge Discovery Drug Design
gptkbp:book	gptkb:Inductive_Logic_Programming:_6th_International_Workshop,_ILP-96 gptkb:Inductive_Logic_Programming:_9th_International_Workshop,_ILP-99 gptkb:Inductive_Logic_Programming:_Techniques_and_Applications
gptkbp:conference	gptkb:ILP_Conference
gptkbp:focusesOn	Learning Logic Programs from Examples
gptkbp:goal	Generalize from Data Induce Hypotheses
gptkbp:hasApplication	gptkb:Software_Engineering gptkb:Text_Mining gptkb:Semantic_Web gptkb:Chemoinformatics gptkb:Ontology_Learning gptkb:Program_Synthesis gptkb:Relational_Data_Mining gptkb:Robot_Learning gptkb:Theory_Revision Knowledge Base Completion
gptkbp:hasJournal	gptkb:Journal_of_Artificial_Intelligence_Research gptkb:Machine_Learning_Journal
gptkbp:hasKeyAlgorithm	gptkb:ALEPH gptkb:TILDE gptkb:Golem gptkb:FOIL gptkb:PROGOL
gptkbp:hasWebsite	https://www.doc.ic.ac.uk/~shm/ILP/
https://www.w3.org/2000/01/rdf-schema#label	Inductive Logic Programming
gptkbp:inventedBy	gptkb:Stephen_Muggleton
gptkbp:learnsFrom	Background Knowledge Negative Examples Positive Examples
gptkbp:originatedIn	Early 1990s
gptkbp:relatedTo	gptkb:Prolog Logic Programming Relational Learning Symbolic Artificial Intelligence
gptkbp:uses	gptkb:First-Order_Logic Background Knowledge Predicate Logic Horn Clauses
gptkbp:bfsParent	gptkb:ILP gptkb:Classical_Logic_Programming gptkb:General_Game_Playing
gptkbp:bfsLayer	7