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IEEE 2807.1-2024

$43.33

IEEE Standard for Technical Requirements and Evaluating Knowledge Graphs (Approved Draft)

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IEEE 2024
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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
IEEE 2807.1-2024
$43.33