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# Mobility Ontology for Explainable AI Predictions
# http://modultech.eu/aicentive/mobility#

@prefix mob: <http://modultech.eu/aicentive/mobility#> .
@prefix expl: <http://modultech.eu/aicentive/explanation#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix time: <http://www.w3.org/2006/time#> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix dcterms: <http://purl.org/dc/terms/> .

# Ontology Metadata
mob: a owl:Ontology ;
    dcterms:title "Mobility Ontology for AI-Driven Trip Predictions" ;
    dcterms:description "An ontology for representing explainable mobility predictions generated by Graph Neural Networks" ;
    dcterms:creator "ModulTech AI-Centive Project" ;
    dcterms:created "2025-01-01"^^xsd:date ;
    dcterms:modified "2025-01-01"^^xsd:date ;
    owl:versionInfo "1.0" ;
    rdfs:seeAlso <http://modultech.eu/aicentive/explanation#> .

# Classes
mob:TripPrediction a owl:Class ;
    rdfs:label "Trip Prediction" ;
    rdfs:comment "A predicted mobility trip generated by an AI model with associated confidence and explainability data" ;
    rdfs:subClassOf prov:Entity .

mob:User a owl:Class ;
    rdfs:label "User" ;
    rdfs:comment "A user of the mobility prediction system" ;
    rdfs:subClassOf foaf:Agent .

# Object Properties
mob:hasUser a owl:ObjectProperty ;
    rdfs:label "has user" ;
    rdfs:comment "Associates a trip prediction with the user for whom it was generated" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range mob:User .

mob:hasExplanation a owl:ObjectProperty ;
    rdfs:label "has explanation" ;
    rdfs:comment "Links a trip prediction to its explainability data" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range expl:PredictionExplanation .

# Data Properties - Location
mob:hasOrigin a owl:DatatypeProperty ;
    rdfs:label "has origin" ;
    rdfs:comment "The starting location of the predicted trip (postal code)" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range xsd:string .

mob:hasDestination a owl:DatatypeProperty ;
    rdfs:label "has destination" ;
    rdfs:comment "The destination location of the predicted trip (postal code)" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range xsd:string .

# Data Properties - Activity
mob:hasActivity a owl:DatatypeProperty ;
    rdfs:label "has activity" ;
    rdfs:comment "The type of activity associated with the predicted trip" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range xsd:string .

# Data Properties - Predictions
mob:hasPredictedDistance a owl:DatatypeProperty ;
    rdfs:label "has predicted distance" ;
    rdfs:comment "The predicted distance of the trip in meters" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range xsd:float .

mob:hasPredictedDuration a owl:DatatypeProperty ;
    rdfs:label "has predicted duration" ;
    rdfs:comment "The predicted duration of the trip in minutes" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range xsd:float .

# Data Properties - Confidence
mob:hasConfidence a owl:DatatypeProperty ;
    rdfs:label "has confidence" ;
    rdfs:comment "The confidence score (0-1) for the trip prediction based on historical patterns" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range xsd:float ;
    rdfs:comment "Range: 0.0 to 1.0, where higher values indicate greater confidence" .

mob:hasNewRouteConfidence a owl:DatatypeProperty ;
    rdfs:label "has new route confidence" ;
    rdfs:comment "Confidence score for predictions involving new or rarely-used routes" ;
    rdfs:domain mob:TripPrediction ;
    rdfs:range xsd:float .

# Activity Type Enumeration (for documentation)
mob:ActivityType a owl:Class ;
    rdfs:label "Activity Type" ;
    rdfs:comment "Enumeration of possible activity types for mobility trips" .

mob:BikeActivity a mob:ActivityType ;
    rdfs:label "BIKE" ;
    rdfs:comment "Bicycle-based transportation activity" .

mob:WalkActivity a mob:ActivityType ;
    rdfs:label "WALK" ;
    rdfs:comment "Walking-based transportation activity" .

mob:CarDriverActivity a mob:ActivityType ;
    rdfs:label "CAR_DRIVER" ;
    rdfs:comment "Car driving transportation activity" .

mob:CarRiderActivity a mob:ActivityType ;
    rdfs:label "CAR_RIDER" ;
    rdfs:comment "Car passenger transportation activity" .

mob:PublicTransitActivity a mob:ActivityType ;
    rdfs:label "PT" ;
    rdfs:comment "Public transportation activity" .