Subset: Terminology
Classes and enums representing terms and definitions in Clause 3 of ISO/IEC 22989:2022 (Terms related to AI, data, machine learning, neural networks, trustworthiness, natural-language processing and computer vision).
URI: Terminology
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/lmodel/iso22989
Classes in subset
| Class | Description |
|---|---|
| AbbreviatedTerm | Abbreviation or acronym listed in Clause 4 with its expansion and optional de... |
| AbbreviationEntry | Record of a single abbreviation listed in Clause 4 of the standard |
| AIModel | Trained or rule-based model embedded in an AI system |
| CatastrophicForgetting | Phenomenon by which a continually-trained model loses previously acquired com... |
| DataDrift | Observed change in the statistical distribution of operational data relative ... |
| DataLabel | Label or annotation attached to one or more data samples (Clause 3 |
| DataSample | Individual data record within a dataset (Clause 3 |
| Dataset | Collection of data items used by an AI system in a training, validation, test... |
| GroundTruthRecord | Trusted reference record used to evaluate or train an AI model (Clause 3 |
| InputData | Data presented to an AI system at inference time or during training (Clause 3 |
| NeuralNetworkModel | AIModel realised as a neural network (Clause 5 |
| Term | Abstract base class for a glossary term defined in Clause 3 |
| TrustworthinessTerm | Term defined in Clause 3 |
Enumerations in subset
| Enumeration | Description |
|---|---|
| AbbreviationCode | Acronyms and abbreviations listed in Clause 4 |
| ActivationFunctionType | Common activation functions used in neural networks (Clause 3 |
| ComputerVisionTask | Computer-vision tasks drawn from Clauses 3 |
| DataLabelType | Categories of target label produced or consumed by ML workflows |
| DataModality | Modalities of input data handled by AI systems, drawn from the data, NLP and ... |
| DataProcessType | Data-handling processes enumerated in Clause 5 |
| DatasetRole | Role a dataset plays in a machine-learning workflow, drawn from Clauses 5 |
| MachineLearningParadigm | Top-level machine-learning paradigms enumerated in Clause 5 |
| MLAlgorithmFamily | Example machine-learning algorithm families enumerated in Clause 5 |
| NeuralNetworkArchitecture | Architectural families of neural networks enumerated across Clause 3 |
| NeuralNetworkPhenomenon | Training-time phenomena that affect neural-network learning, drawn from Claus... |
| NLPComponentType | Components of a natural-language-processing pipeline as enumerated in Clauses... |
| ValidationStrategy | Strategies for partitioning data and assessing generalisation, drawn from Cla... |