IEEE 2807.2-2024

$47.67

IEEE Guide for Application of Knowledge Graphs for Financial Services (Published)

Published By	Publication Date	Number of Pages
IEEE	2024	68

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Description

New IEEE Standard – Active. The application guide of knowledge graphs for financial services is defined in this standard, the knowledge model of knowledge graphs for financial services is proposed, the general framework of technical activities of knowledge graphs for financial services is given, the process and application methods of constructing knowledge graphs for financial services is described, and the practical application factors for use cases of knowledge graphs for financial services is expounded.

PDF Catalog

PDF Pages	PDF Title
1	IEEE Std 2807.2™-2024 Front cover
2	Title page
4	Important Notices and Disclaimers Concerning IEEE Standards Documents
8	Participants
10	Introduction
11	Contents
12	1. Overview 1.1 Scope 1.2 Purpose 1.3 Word usage
13	2. Normative references 3. Definitions, acronyms, and abbreviations 3.1 Definitions
15	3.2 Acronyms and abbreviations 4. Model 4.1 Knowledge elements
16	4.2 Ontology model
21	4.3 Expert rules
22	5. Technical activity framework 5.1 Main activities 5.2 Roles
25	6. Construction 6.1 Overview
26	6.2 Financial knowledge modeling 6.3 Raw data preparation
27	6.4 Financial knowledge extraction 6.5 Financial knowledge fusion
28	6.6 Financial knowledge storage 6.7 Financial knowledge assessment
29	7. Application of financial knowledge reasoning 7.1 Financial knowledge retrieval 7.2 Financial knowledge reasoning
30	7.3 Visual analysis of financial knowledge
31	8. Practical application factors for use cases 8.1 Application framework of knowledge graphs for financial services
33	8.2 Application of intelligent investment research scenario
36	8.3 Application of financial equity-interest analysis scenario
38	8.4 Application of financial standards and regulations compliance benchmarking scenario
40	8.5 Application of enterprise risk identification scenario
43	8.6 Application of intelligent insurance claim settlement scenario
46	8.7 Application of credit fund flow tracking scenario
48	8.8 Application of consumer finance scenario
50	8.9 Application of enterprise credit risk management scenario
53	8.10 Application of financial fraud detection scenario
55	8.11 Application of stock forecasting scenario
58	8.12 Application of financial report analysis and reasoning scenario
61	8.13 Application of financial reputational risk management scenario
63	8.14 Application of enterprise association analysis scenario
66	9. Data security
68	Back cover