Detection Method
Class
http://ontextract.org/sco#DetectionMethod
Class Hierarchy
- Detection Method
- ↳ Alignment-Based Method
- ↳ Cluster-Based Method
- ↳ Hybrid Method
- ↳ Signature-Based Method
- ↳ Temporal Referencing Method
Definition
A computational or analytical approach for detecting semantic change.
Property Structure
Referenced By
rdfs:range on this class or ancestor
| From | Property | Description |
|---|---|---|
| Semantic Change Event | usesDetectionMethod | The computational method used to detect/measure this semantic change. |
Subclasses 5
Alignment-Based Method
Aligns embeddings across time periods (e.g., Orthogonal Procrustes). May introduce artifacts. Cluster-Based Method
Clusters contextual embeddings to identify word senses, then tracks sense evolution. Hybrid Method
Combines text similarity, structural similarity, and other approaches. Signature-Based Method
Constructs concept signatures from usage patterns in documents, tracks signature evolution. Temporal Referencing Method
Avoids alignment by using single vector space with temporal tags (word_1910, word_1920, etc.).
Aligns embeddings across time periods (e.g., Orthogonal Procrustes). May introduce artifacts. Cluster-Based Method
Clusters contextual embeddings to identify word senses, then tracks sense evolution. Hybrid Method
Combines text similarity, structural similarity, and other approaches. Signature-Based Method
Constructs concept signatures from usage patterns in documents, tracks signature evolution. Temporal Referencing Method
Avoids alignment by using single vector space with temporal tags (word_1910, word_1920, etc.).
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix sco: <http://ontextract.org/sco#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
sco:DetectionMethod a owl:Class ;
rdfs:label "Detection Method" ;
rdfs:comment "A computational or analytical approach for detecting semantic change." ;
skos:definition "A systematic methodology for identifying and measuring semantic change phenomena." .