Background · Gaps & Contributions
From Gaps to Contributions
Limitations of prior work
Not reusable / closed
PLANET is comprehensive but not open-sourced — hard to extend or replicate.
Narrow scope
Plan-Taxonomy explains planner functionality but not domains & performance.
Unstructured metadata
IPC performance data is rich but rarely modeled for reasoning.
Our contributions
Ontology Development
The most comprehensive open planning ontology to date, driven by competency questions.
Use Case 1
Identify the most promising planner for a domain (IPC-2011).
Use Case 2
Generate human-readable explanations for plans via SPARQL.