CausalInferenceEngine class
Detects and chains causal relationships between concepts.
How it works
- Pattern matching: Scans concept pairs for causal linguistic cues.
- Temporal ordering: Earlier events are candidates for causes.
- Chain building: Links individual cause–effect pairs into chains.
- Counterfactual check: Weak if the concepts co-occur rarely.
Constructors
- CausalInferenceEngine({ConsciousnessLogger? logger})
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
-
knownCausality
→ List<
CausalRelationship> -
All discovered causal relationships.
no setter
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
Methods
-
buildCausalChain(
String startConceptId, {int maxLength = 5}) → List< String> -
Builds a causal chain from the knownCausality list, starting from
startConceptId. Returns ordered concept IDs from cause to final effect. -
describeCausality(
List< String> conceptIds, Map<String, String> conceptLabels) → String -
Generates a natural-language description of all known causal chains
starting from any of
conceptIds. -
discoverFromConcepts(
List< Concept> concepts) → List<CausalRelationship> -
Scans all pairs in
conceptsand returns any causal relationships. -
inferCausality(
Concept cause, Concept effect) → CausalRelationship? - Analyses a pair of Concepts and returns a CausalRelationship if sufficient causal evidence is found, otherwise null.
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
reset(
) → void - Clears the causal relationship store.
-
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited