symbolic AI

GPTKB entity

Statements (54)
Predicate Object
gptkbp:instanceOf artificial intelligence paradigm
gptkbp:abbreviation gptkb:GOFAI
gptkbp:alsoKnownAs good old-fashioned artificial intelligence
gptkbp:application natural language processing
planning
automated theorem proving
game playing
expert systems
gptkbp:contrastsWith gptkb:machine_learning
gptkb:subsymbolic_AI
deep learning
connectionist AI
gptkbp:focusesOn logic-based reasoning
explicit knowledge representation
manipulation of symbols
gptkbp:historicalPeriod 1950s-1980s
https://www.w3.org/2000/01/rdf-schema#label symbolic AI
gptkbp:influenced semantic web
hybrid AI
ontological engineering
gptkbp:influencedBy gptkb:logic
gptkb:mathematics
gptkb:philosophy
cognitive psychology
gptkbp:keyFigure gptkb:Allen_Newell
gptkb:Herbert_A._Simon
gptkb:John_McCarthy
gptkb:Marvin_Minsky
gptkbp:keySystem gptkb:SHRDLU
gptkb:General_Problem_Solver
gptkb:DENDRAL
gptkb:MYCIN
gptkbp:limitation brittleness
difficulty with learning from data
difficulty with perception
gptkbp:notablePublication gptkb:'A_Framework_for_Representing_Knowledge'_(Minsky,_1974)
gptkb:'A_Proposal_for_the_Dartmouth_Summer_Research_Project_on_Artificial_Intelligence'_(1956)
gptkb:'Human_Problem_Solving'_(Newell_&_Simon,_1972)
'Artificial Intelligence' (John McCarthy, 1955)
gptkbp:relatedConcept commonsense reasoning
frame problem
symbol grounding problem
gptkbp:relatedTo cognitive science
logic programming
knowledge engineering
gptkbp:uses gptkb:semantic_networks
gptkb:rulebook
production systems
knowledge graphs
ontologies
expert systems
gptkbp:bfsParent gptkb:Physical_symbol_system_hypothesis
gptkb:Connectionalism
gptkbp:bfsLayer 4