AS 5493:2024 identically adopts ISO/IEC 5392:2024, which defines a reference architecture of knowledge engineering (KE) in artificial intelligence (AI), and provides a common KE vocabulary by defining KE terms.
Table of contents
Header
About this publication
Preface
Foreword
Introduction
1 Scope
2 Normative references
3 Terms and definitions
4 Abbreviated terms
5 Knowledge engineering system-of-interest
5.1 General
5.2 Important elements of knowledge engineering
5.3 Relationship between KE and AI systems
6 KE stakeholders
7 Concerns of KE stakeholders
7.1 Safety and security
7.2 Reliability
7.3 Availability
7.4 Construction quality
7.5 Responsibility
7.6 Bias reduction
8 Reference architecture of KE
8.1 General
8.2 User view of KE
8.2.1 Data supplier
8.2.1.1 Role
8.2.1.2 Activities
8.2.2 Fundamental technology supplier
8.2.2.1 Role
8.2.2.2 Activities
8.2.3 Algorithm supplier
8.2.3.1 Role
8.2.3.2 Activities
8.2.4 System coordinator
8.2.4.1 Role
8.2.4.2 Activities
8.2.5 Knowledge service provider
8.2.5.1 Role
8.2.5.2 Activities
8.2.6 Knowledge applier
8.2.6.1 Role
8.2.6.2 Activities
8.2.7 Knowledge ecosystem partner
8.2.7.1 Role
8.2.7.2 Activities
8.3 Functional view of KE
8.3.1 Functional architecture of KE
8.3.2 KE infrastructure layer
8.3.3 KE construction layer
8.3.4 KE platform layer
8.3.5 KE application layer
8.3.6 Multi-layer functions
8.4 KE distribution architecture
8.4.1 General
8.4.2 Distributed architecture with semantic web services
9 Key technologies of KE and computational methods
9.1 Knowledge representation
9.1.1 General
9.1.2 Knowledge representation quality
9.2 Knowledge modelling
9.3 Knowledge acquisition
9.4 Knowledge storage
9.5 Knowledge fusion
9.6 Knowledge computing
9.7 Knowledge visualization
9.8 Knowledge maintenance
9.9 Knowledge exchange
10 Enabling technologies and digital infrastructure of KE
10.1 Enabling technologies
10.1.1 Machine learning
10.1.2 Natural language processing
10.1.3 Speech processing
10.2 Digital infrastructure
10.2.1 Big data
10.2.2 Cloud computing
Annex A
A.1 WebVOWL ontology visualisation tool
A.2 Protégé ontology editing tool
Annex B
Annex C
Annex D
Annex E
E.1 Context of ISO/IEC/IEEE 42010 architecture description
E.2 Reference architecture guidance
E.3 Example of a solution architecture
E.3.1 Example of smart manufacturing system
E.3.2 Functional view of smart manufacturing system
E.3.3 Functional view of an AI system
E.3.4 User view and functional view of a KE system
E.3.5 User view and functional view of a KE system
