BFO-Aligned Educational Domain Ontology · Warren et al.

From Presence to Process

A formal BFO-aligned ontology of immersive learning grounded in constructivist theory, cognitive science, and instructional design — extending the companion Immersion Ontology into educational practice.

Explore Matrices Design Chain
Learning_Objectives
↓ guides
Instructional_Strategies
↓ implements
Learning_Activities
↓ supported_by
Scaffolding_Mechanisms

01 — Overview

What the Ontology Does

Eight ontology matrices, 41 formally defined terms, and an 11-test automated validation suite — providing a computationally analyzable foundation for researchers, instructional designers, and immersive technology developers.

41
Defined terms
8
Ontology matrices
11
Validation tests
0
Errors & warnings

02 — Matrices

Eight Ontology Matrices

Select a matrix to explore its terms. Each term carries a BFO category assignment, Aristotelian definition, and explicit relationship mappings to other ontology terms.


03 — Instructional Design Chain

The Four-Level Functional Chain

The instructional design framework forms a formal ontological chain from objectives (ICEs) through strategies and activities to scaffolding (realizable entities) — each level bearing a typed relationship to the next.

LEVEL 01
Learning Objectives
ICE
guides →
LEVEL 02
Instructional Strategies
Process
implements →
LEVEL 03
Learning Activities
Process
supported_by →
LEVEL 04
Scaffolding Mechanisms
Realizable Entity
Immersive_Learning
extends →
Immersion
bridge relation
Cognitive_Learning_Components
extends →
Cognitive_Components
specialization
Emotional_Learning_Components
part_of →
Immersive_Learning
mereological
Individual_Learning_Differences
moderates →
Immersive_Learning
moderation
Scaffolding_Mechanisms
supports →
Learning_Activities
realization support
Assessment_Methods
evaluates →
Immersive_Learning
evaluation

04 — Hierarchy

Full Ontological Hierarchy

Complete is-a hierarchy from BFO root. Click nodes to expand or collapse branches.

Process BFO occurrent Disposition Realizable entity Quality Continuant quality ICE Information content entity Realizable Realizable entity

05 — About

The Framework's Purpose

Six research gaps — terminological inconsistency, technology-centric framing, binary treatment, neglect of individual differences, unclear affordance-outcome links, insufficient metacognitive coverage — motivated this BFO-aligned formal solution.

Extending the Companion Ontology

Immersive Learning is formally classified as a subtype of the Immersion class from the companion ontology, inheriting all BFO category assignments and relationship types. Eight extension terms bridge to core immersion constructs via extends, grounds, specializes_for, and moderated_by relationships.

Process vs. Disposition — A Consequential Distinction

Cognitive learning components are occurrents (processes); emotional learning components are realizable entities (dispositions realized in interaction). This distinction drives differentiated design guidance: dispositions are cultivated by structuring environments that trigger their realization, while processes must be occasioned by conditions meeting their activation thresholds.

Individual Differences as Dispositions

Learning preferences, cognitive abilities, and cultural background are modeled as qualities or dispositions of specific learners — not abstract group-level categories. This grounding enables adaptive system design: the same environment may enhance engagement for one learner disposition while generating counterproductive cognitive load for another.

Automated Validation

An 11-test programmatic suite checked all 41 defined terms for field completeness, BFO validity, non-circular inheritance, structural integrity, and bridge links to the companion ontology. Zero errors and zero warnings confirmed logical consistency and structural integrity across the entire term set.