ISO/IEC TR 24030:2021

TECHNICAL ISO/IEC TR
REPORT 24030
First edition
2021-05
Information technology — Artificial
intelligence (AI) — Use cases
Technologies de l'information — Intelligence artificielle (IA) — Cas
pratiques
Reference number
©
ISO/IEC 2021
© ISO/IEC 2021
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ii © ISO/IEC 2021 – All rights reserved

Contents Page
Foreword .viii
Introduction .ix
1 Scope . 1
2 Normative references . 1
3 Terms and definitions . 1
4 Abbreviated terms . 5
5 Applications . 6
5.1 General . 6
5.2 Application domains . 6
5.3 Deployment models . 7
5.4 Examples of AI applications . 7
6 Use cases .11
6.1 General .11
6.2 Acceptable sources of use cases .11
6.3 Guidance for submitting use cases .11
6.4 Properties .11
6.4.1 General information on use case .11
6.4.2 References of use case .12
6.5 Basic statistics .13
6.5.1 Use cases by application domain .13
6.5.2 Use cases by status .13
6.5.3 Use cases by task . .14
6.6 Societal concerns.15
6.6.1 General.15
6.6.2 Impact analysis .15
6.7 Use case analysis for standardization opportunities and requirements .15
7 Use cases summaries .16
7.1 General .16
7.2 Agriculture .23
7.2.1 AI to understand adulteration in commonly used food items (use case 19) .23
7.2.2 bioBotGuard (use case 54) .24
7.2.3 Ecosystems management from causal relation inference from
observational data (use case 96) .24
7.2.4 Real-time segmentation and prediction of plant growth dynamics using
low-power embedded systems equipped with AI (use case 126) .25
7.3 Digital marketing .26
7.3.1 Improving conversion rates and return on investment (RoI) with AI
technologies (use case 53) .26
7.3.2 Logo and trademark detection (use case 56) .26
7.3.3 Flavorlens (use case 76) .27
7.4 Education .27
7.4.1 VTrain recommendation engine (use case 23) .27
7.4.2 RAVE (use case 55) .28
7.4.3 IFLYTEK intelligent marking system (use case 83) .28
7.4.4 Intelligent educational robot (use case 84) .29
7.4.5 AI solution to intelligent campus (use case 85) .29
7.4.6 AI adaptive learning platform for personalized learning (use case 102) .30
7.4.7 AI adaptive learning mobile app (use case 124) .31
7.5 Energy .31
7.5.1 AI-dispatcher (operator) of large-scale distributed energy system
infrastructure (use case 109) .31
7.6 Fintech .32
© ISO/IEC 2021 – All rights reserved iii

7.6.1 Detection of frauds based on collusions (use case 20) .32
7.6.2 Credit scoring using KYC data (use case 27).33
7.6.3 Virtual bank assistant (use case 57) .33
7.6.4 Forecasting prices of commodities (use case 91) .34
7.6.5 Finance advising and asset management with AI (use case 114) .34
7.6.6 Loan in 7 minutes (use case 119) . .35
7.7 Healthcare .36
7.7.1 Explainable artificial intelligence for genomic medicine (use case 1) .36
7.7.2 Improve clinical decision-making and risk assessment in mental
healthcare (use case 2) .36
7.7.3 Computer-aided diagnosis in medical imaging based on machine learning
(use case 6) .37
7.7.4 AI solution to predict post-operative visual acuity for LASIK surgeries
(use case 24) .37
7.7.5 Chromosome segmentation and deep classification (use case 44) .38
7.7.6 AI solution for quality control of electronic medical records (EMR) in real
time (use case 50) .38
7.7.7 Dialogue-based social care services for people with mental illness,
dementia and the elderly living alone (use case 63) .39
7.7.8 Pre-screening of cavity and oral diseases based on 2D digital images (use
case 67) .40
7.7.9 Real-time patient support and medical information service applying
spoken dialogue system (use case 68) .40
7.7.10 Integrated recommendation solution for prosthodontic treatments (use
case 69) .41
7.7.11 Sudden infant death syndrome (SIDS) (use case 74) .41
7.7.12 Discharge summary classifier (use case 79).42
7.7.13 Generation of clinical pathways (use case 80) .42
7.7.14 Hospital management tools (use case 81) .43
7.7.15 Predicting relapse of a dialysis patient during treatment (use case 87) .43
7.7.16 Instant triaging of wounds (use case 89) .44
7.7.17 Accelerated acquisition of magnetic resonance images (use case 101) .44
7.7.18 AI based text to speech services with personal voices for people with
speech impairments (use case 103) .45
7.7.19 AI platform for chest CT-scan analysis (early stage lung cancer detection)
(use case 105) .45
7.7.20 AI-based design of pharmacologically relevant targets with target
properties (use case 107) .
...