BSI PD ISO/IEC TR 24030:2024
$215.11
Information technology. Artificial intelligence (AI). Use cases
| Published By | Publication Date | Number of Pages |
| BSI | 2024 | 180 |
PDF Catalog
| PDF Pages | PDF Title |
|---|---|
| 2 | undefined |
| 8 | Foreword |
| 9 | Introduction |
| 11 | 1 Scope 2 Normative references 3 Terms and definitions 4 Abbreviated terms |
| 13 | 5 Applications 5.1 General 5.2 Application domains |
| 14 | 5.3 Deployment models 5.4 Examples of AI applications |
| 18 | 6 Use cases 6.1 General 6.2 Sources of use cases 6.3 Guidance for submitting use cases 6.4 Fields of the use case template 6.4.1 General |
| 19 | 6.4.2 ID 6.4.3 Use case name 6.4.4 Application domain 6.4.5 Deployment model 6.4.6 Objective(s) 6.4.7 Narrative 6.4.8 Stakeholders and stakeholder perspectives |
| 20 | 6.4.9 Data characteristics 6.4.10 Key performance indicators (KPIs) 6.4.11 Features of use case |
| 21 | 6.4.12 Threats and vulnerabilities 6.4.13 Challenges and issues 6.4.14 Trustworthiness considerations |
| 23 | 6.4.15 Use of standards; opportunities for future standardization 6.4.16 SDGs to be achieved 6.5 Basic statistics 6.5.1 Use cases by application domain |
| 24 | 6.5.2 Use cases by task 6.5.3 Use cases by relevant SDGs |
| 25 | 6.6 Societal concerns 7 Use cases summaries 7.1 General |
| 31 | 7.2 Agriculture 7.2.1 Real-time segmentation and prediction of plant growth dynamics using low-power embedded systems equipped with AI (use case 126) |
| 33 | 7.2.2 Smart agriculture (use case 156) |
| 34 | 7.2.3 Forecasting of crop yield using decision support system (use case 173) |
| 36 | 7.3 Digital marketing 7.3.1 Improving conversion rates and return on investment (RoI) with AI technologies (use case 53) |
| 37 | 7.3.2 AI system for digital marketing in retail services (use case 185) |
| 39 | 7.4 e-commerce/e-business 7.4.1 Emotion-sensitive AI customer service (use case 42) |
| 41 | 7.4.2 Deep learning-based user intent recognition (use case 43) |
| 43 | 7.4.3 AI virtual assistant for customer support and service (use case 106) |
| 44 | 7.4.4 Customer relation management (CRM) (use case 157) |
| 46 | 7.5 Education 7.5.1 A recommendation system for industrial training (use case 23) |
| 48 | 7.5.2 An intelligent marking system (use case 83) |
| 50 | 7.5.3 Intelligent educational robot (use case 84) |
| 51 | 7.5.4 AI system to intelligent campus (use case 85) |
| 53 | 7.5.5 AI adaptive learning platform for personalized learning (use case 102) |
| 55 | 7.5.6 AI adaptive learning mobile app (use case 124) |
| 56 | 7.6 Energy 7.6.1 Smart energy grid (use case 166) |
| 58 | 7.7 Fintech 7.7.1 Detection of fraud based on collusion (use case 20) |
| 59 | 7.7.2 Virtual bank assistant (use case 57) |
| 61 | 7.7.3 Forecasting prices of commodities (use case 91) |
| 62 | 7.7.4 Financial advice and asset management with AI (use case 114) |
| 64 | 7.7.5 Loan in 7 minutes (use case 119) |
| 65 | 7.7.6 Predictive risk intelligence (use case 164) |
| 67 | 7.8 Healthcare 7.8.1 AI system to predict post-operative visual acuity for LASIK surgeries (use case 24) |
| 69 | 7.8.2 AI system to quality control of electronic medical record (EMR) in real time (use case 50) |
| 70 | 7.8.3 Discharge summary classifier (use case 79) |
| 72 | 7.8.4 Generation of clinical pathways (use case 80) |
| 73 | 7.8.5 Hospital management tools (use case 81) |
| 74 | 7.8.6 Predicting relapse of a dialysis patient during treatment (use case 87) |
| 76 | 7.8.7 Instant triaging of wounds (use case 89) |
| 78 | 7.8.8 Detection of fraudulent medical claims (use case 90) |
| 79 | 7.8.9 AI platform for chest CT-scan analysis (early stage lung cancer detection) (use case 105) |
| 81 | 7.8.10 Neural network formation of 3D-models orthopaedic insoles (use case 121) |
| 82 | 7.8.11 Search of undiagnosed patients (use case 127) |
| 83 | 7.8.12 A clinical decision support system (use case 131) |
| 86 | 7.8.13 Symptom assessment (hypothetical) (use case 134) |
| 87 | 7.8.14 Making using evidence-based medicine and AI (use case 167) |
| 89 | 7.8.15 AI-service for blood cells and bone marrow scans analysis (use case 168) |
| 91 | 7.8.16 AI-service for chest X-ray and chest CT (use case 169) |
| 93 | 7.8.17 Intelligent video analytics system (use case 170) |
| 94 | 7.8.18 Retrospective analysis (use case 172) |
| 95 | 7.8.19 Robotization of the federal hotlines on COVID-19 issues (use case 174) |
| 97 | 7.8.20 Use of computer vision innovative technologies for analysis of medical images and further application (use case 175) |
| 99 | 7.9 Home and service robotics 7.9.1 Device control using AI consisting of cloud computing and embedded system (use case 132) |
| 101 | 7.10 ICT 7.10.1 AI system to help mobile phones to have better picture effect (use case 32) |
| 103 | 7.10.2 Product failure prediction for critical IT infrastructure (use case 86) |
| 104 | 7.10.3 AI-based optimized field dispatch (use case 151) |
| 106 | 7.10.4 Wireless network failure prediction (use case 152) |
| 107 | 7.10.5 AI performance evaluation of AI-powered messaging bots (use case 176) |
| 110 | 7.11 Insurance 7.11.1 AI services for health insurance companies (use case 161) |
| 112 | 7.12 Knowledge management 7.12.1 Water crystal mapping (use case 77) |
| 114 | 7.12.2 AI system with a digital knowledge centre for utilizing the knowledge in the organization (use case 187) |
| 116 | 7.13 Legal 7.13.1 AI contract management (use case 120) |
| 118 | 7.14 Manufacturing 7.14.1 Quality assurance solution based on AI, to detect defects on wind turbines blades (use case 4) |
| 120 | 7.14.2 Generative design of mechanical parts (use case 15) |
| 121 | 7.14.3 Powering remote drilling command centre (use case 36) |
| 123 | 7.14.4 Quality improvement of adhesive products, based on AI (use case 37) |
| 124 | 7.14.5 Empowering autonomous flow meter control- reducing time taken to “proving of meters” (use case 40) |
| 126 | 7.14.6 Improvement of productivity of semiconductor manufacturing (use case 82) |
| 129 | 7.14.7 AI decryption of magnetograms (use case 104) |
| 130 | 7.14.8 Analysing and predicting acid treatment effectiveness of bottom hole zone (use case 110) |
| 132 | 7.14.9 Automatic classification tool for full size core (use case 112) |
| 134 | 7.14.10 Collaborative AI to assist workers with production and assembly in factories (use case 179) |
| 136 | 7.15 Media and entertainment 7.15.1 Video on demand publishing intelligence platform (use case 58) |
| 138 | 7.15.2 AI system for promoting DX in customer attraction services at a museum (use case 178) |
| 139 | 7.16 Public sector 7.16.1 AI ideally matches children to daycare centres (use case 7) |
| 141 | 7.16.2 Open spatial data set for developing AI algorithms based on remote sensing (satellite, drone, aerial imagery) data (use case 122) |
| 143 | 7.16.3 Smart city (use case 165) |
| 145 | 7.16.4 AI tool for species categorization for wildlife population monitoring (use case 177) |
| 147 | 7.17 Security 7.17.1 Non-intrusive detection of malware (use case 93) |
| 148 | 7.17.2 Detect pickpockets in a crowd – training with privacy-sensitive data (use case 181) |
| 150 | 7.18 Transportation 7.18.1 Enhancing traffic management efficiency and infraction detection accuracy with AI technologies (use case 29) |
| 152 | 7.18.2 AI system for traffic signal optimization based on multi-source data fusion (use case 49) |
| 154 | 7.18.3 Dynamic routing software as a service (SaaS) based on artificial intelligence (use case 92) |
| 155 | 7.18.4 Misbehaviour detection (MBD) for V2X (use case 182) |
| 157 | 7.18.5 AI system to estimate or predict congestion length for traffic signal control (use case 183) |
| 158 | 7.18.6 Traffic signal control using artificial intelligence (use case 184) |
| 159 | 7.18.7 AI system for predicting rivers’ water levels during flooding (use case 186) |
| 162 | 7.19 Work and life 7.19.1 Recommendation algorithm for improving member experience and discoverability of resorts in the booking portal of a hotel chain (use case 28) |
| 163 | 7.19.2 Improving the quality of online interaction (use case 88) |
| 165 | 7.19.3 Business use of IoT for surveillance (use case 162) |
| 167 | 7.19.4 Video surveillance (use case 180) |
| 169 | Annex A (informative) Use case template |
| 172 | Annex B (informative) Use cases list of ISO/IEC TR 24030:2021 and ISO/IEC TR 24030:— |
| 178 | Bibliography |
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