NanoMine Ontology (NanoMine)¶
The NanoMine Ontology is a domain ontology developed to support research in polymer nanocomposites [1] [#nanomine-schema]. It provides a structured vocabulary for representing relationships between polymer nanocomposite composition, processing methods, microstructure, characterization data, and resulting material properties [#nanomine-ontology-paper] [2].
NanoMine supports semantic annotation, data integration, search, reuse, and analysis of polymer nanocomposite data [1] [#nanomine-schema]. The ontology helps researchers explore processing-structure-property relationships and supports hypothesis development about how material composition and processing conditions affect nanocomposite performance [#nanomine-schema]. By providing a standardized semantic framework, NanoMine facilitates interoperability, knowledge sharing, and data-driven research in polymer nanocomposites [1] [2].
Example Usage: Annotate a polymer nanocomposite dataset with NanoMine terms to specify polymer matrix, filler material, filler loading, processing method, characterization technique, microstructure information, and measured properties, enabling semantic search and integration with materials informatics platforms [1] [2].
Metrics & Statistics¶
Total Nodes |
496 |
Total Edges |
971 |
Root Nodes |
0 |
Leaf Nodes |
263 |
Classes |
157 |
Individuals |
0 |
Properties |
0 |
Maximum Depth |
0 |
Minimum Depth |
0 |
Average Depth |
0.00 |
Depth Variance |
0.00 |
Maximum Breadth |
0 |
Minimum Breadth |
0 |
Average Breadth |
0.00 |
Breadth Variance |
0.00 |
Term Types |
0 |
Taxonomic Relations |
212 |
Non-taxonomic Relations |
0 |
Average Terms per Type |
0.00 |
Usage Example¶
Use the following code to import this ontology programmatically:
from ontolearner.ontology import NanoMine
ontology = NanoMine()
ontology.load("path/to/NanoMine-ontology.ttl")
# Extract datasets
data = ontology.extract()
# Access specific relations
term_types = data.term_typings
taxonomic_relations = data.type_taxonomies
non_taxonomic_relations = data.type_non_taxonomic_relations