IEEE 2807.1-2024
$43.33
IEEE Standard for Technical Requirements and Evaluating Knowledge Graphs (Approved Draft)
Published By | Publication Date | Number of Pages |
IEEE | 2024 |
New IEEE Standard – Active. This standard defines technical requirements, performance metrics, evaluation criteria and test cases for knowledge graphs. The mandatory test cases include data input, metadata, data extraction, data fusion, data storage and retrieval, inference and analysis, and knowledge graph display. This standard can be applied in various organizations that plan, design, develop, implement, and apply knowledge and in organizations that develop support technologies, tools, and services to knowledge graphs.
PDF Catalog
PDF Pages | PDF Title |
---|---|
1 | IEEE Std 2807.1™-2024 Front cover |
2 | Title page |
4 | Important Notices and Disclaimers Concerning IEEE Standards Documents |
8 | Participants |
11 | Introduction |
12 | Contents |
13 | 1. Overview 1.1 Scope 1.2 Purpose 1.3 Word usage |
14 | 2. Normative references 3. Acronyms and abbreviations 4. Quality evaluation framework |
16 | 5. Quality requirements for related modules of knowledge graph construction 5.1 Knowledge representation |
17 | 5.2 Knowledge modeling |
19 | 5.3 Knowledge acquisition |
21 | 5.4 Knowledge storage |
25 | 5.5 Knowledge fusion |
28 | 5.6 Knowledge provenance |
29 | 5.7 Knowledge evolution 5.8 Knowledge visualization |
30 | 5.9 Knowledge exchange 6. Requirements for modules related to knowledge graph applications 6.1 Responsiveness |
34 | 6.2 Friendliness |
35 | 6.3 Reliability |
38 | 6.4 Portability 6.5 Security |
39 | 7. Testing environment |
40 | 8. Performance testing method for knowledge graph construction related modules 8.1 Performance testing method for knowledge modeling |
42 | 8.2 Knowledge acquisition performance testing method |
43 | 8.3 Performance testing methods for knowledge storage |
46 | 8.4 Performance testing methods for knowledge fusion 8.5 Performance testing methods for knowledge computing |
47 | 8.6 Performance testing methods for knowledge provenance |
48 | 8.7 Performance testing methods for knowledge visualization |
49 | 9. Performance testing methods for knowledge graph application related modules 9.1 Responsiveness |
51 | 9.2 Reliability |
52 | 9.3 Transferability 9.4 Security |
54 | Annex A (informative) Test process of knowledge graph construction and application system |
55 | Annex B (informative) Test cases B.1 Test case of data loading time B.2 Test case of response time of K-hop neighbor query |
56 | Annex C (informative) Calculation methods of closeness centrality and betweenness centrality |
57 | Back cover |