Summary
米国調査会社マインドコマース(Mind Commerce)の調査レポート「ソーシャルクレジット（社会信用システム）市場：物理・サイバーインフラストラクチャ毎（センサ、カメラ、バイオメトリクス、コンピュータビジョン）、ソフトウェア毎（機械学習、データ解析、API）、利用ケース毎、用途毎、産業毎、地域毎 2019-2024年」は、ソーシャルクレジット（社会信用システム）市場をサポートするインフラストラクチャのビジネスチャンスを査定する唯一のタイプの調査レポートである。ソーシャルクレジットの導入や運用の市場促進要因、利用ケース、市場に与えると予測される影響と意味合いについて記載している。ソーシャルクレジットの市場の進化を促進すると予測される主要企業について査定している。2019-2024年のすべての主要なインフラストラクチャ要素に関する予測や、市場需要に基づいた詳細な分析を記載している。
Overview:
Social credit systems represent the ability to identify (mostly people but also some “things”) and track activities for purposes of grading behaviors and applying “social credit” scoring. A given grading/scoring methodology depends largely on social credit system objectives and metrics. However, most systems will have socially acceptable behavior at their core. This presents both a challenge and an opportunity as a combination of government, companies, and society as a whole must determine “good”, “bad”, and “marginal” behavior within the social credit market.
Beginning as a trend largely orthogonal to public safety and homeland security concerns, the market for social credit system infrastructure will ultimately become a mainstream component of both business and public policy. This means that systems will ultimately be used for a variety of commerce and lifestyle related issues ranging from risk assessment (access to credit, financing fees, insurance, etc.) to accessibility within public places such as concerts, sporting events, and other assemblies. High social scoring individuals within the social credit market will be granted preferred access to both real and digital assets.
Social credit system infrastructure includes analog and digital surveillance, Internet enabled devices like smartphones, wearable devices, security systems sensor enabled physical objects, and surveillance devices that use biometrics and computer vision. Technologies include broadband wireless (WiFi, LTE, and 5G), IoT, AI algorithms and big data analytics platforms, processes, and procedures. While each of these systems has market value individually, and are deployed separately for various purposes, it is the convergence of these otherwise disparate technologies that will facilitate value within the social credit market. For example, combined AI and IoT systems will be leveraged to identify important events that require immediate action versus those that are merely archived.
It is important to note that there is great overlap between the technologies used for social credit systems and other solutions such as public safety, homeland security, and smart cities applications of many types including smart transportation (highways and surface streets, parking, autonomous vehicles, etc.), intelligent buildings, environmental monitoring (light, temperature, pressure, etc.). Many of these infrastructure elements are already planned for smart cities implementations and will therefore be multi-purposed including support of the social credit market.
In terms of physical infrastructure, social credit systems will rely upon various forms of equipment and platforms including sensors, biometrics, cameras and other optical devices, computer vision systems and other advanced computing platforms. Cyber infrastructure includes platforms, devices, and software to support data processing and correlation with identity information, which shall leverage AI, IoT, and advanced data analytics. The main purpose for all the aforementioned infrastructure elements is to capture data, which must be stored and acted upon as appropriate.
At the heart of social credit systems are large-scale data repositories that may store virtually any type of data that may be correlated to or associate with citizens and businesses in terms of both identity and behaviors. This includes raw observational data as well as listings (white, gray, red, and black) and meta-data to tie together data elements and allow for ease of information queries. Without the use of AI and big data technology, it would be problematic to implement social credit market systems in a meaningful way as massive amounts of disparate data must be correlated.
This report represents the only one of its type to assess market opportunities for infrastructure support of the social credit market. The report evaluates market drivers, use cases, and consequential impacts/implications (anticipated and likely unanticipated) for social credit market implementation and operation. Mind Commerce also evaluates some of the leading companies that are anticipated to drive social credit market evolution. This report includes detailed quantitative analysis driven by market needs with forecasting for all major infrastructure elements from 2019 to 2024.
Select Report Findings:
• Infrastructure to support social credit systems represents a nearly $13B global opportunity by 2024
• Cameras and other optical equipment for social credit systems will reach almost $300M globally by 2024
• Advanced computing will be used in conjunction with AI to provide nearly flawless identification and tracking
• Various forms of biometrics will be used for identity verification as well as verifying presence/location of people
• Starting as tangential to public safety and homeland security, the social credit market becomes mainstream by 2026
Select Report Benefits:
• Infrastructure and services support forecasts for social credit market 2019 to 2024
• Understand the government, business, and societal drivers for social credit systems
• Identify opportunities for infrastructure and services support of the social credit market
• Understand the overall and specific implications for implementing and operating social credit systems
• Understand the use of blacklists, whitelists, and gray listing gradation system approach for social credit
Target Audience:
• AI companies
• IoT companies
• Robotics companies
• Data management vendors
• Media (including social) companies
• Governments and R&D organizations
Companies in Report:
• ACTi
• Alibaba
• Amazon
• Analog Devices
• Apple
• Aratek
• Axis
• Baidu
• Bosch Security Systems
• Broadcom Limited (Avago)
• Canon
• China Rapid Finance
• Cisco
• Deep Vision AI
• Facebook
• Google
• Honeywell
• IBM
• Infineon Technologies
• Knightscope
• Logitech
• NEC
• Netradyne
• Neurotechnology
• NEXT Biometrics
• NVidia Corporation
• NXM Semiconductors
• Omron Corporation
• Panasonic
• Points
• Robert Bosch GmbH
• Samsung
• Sony
• STMicroelectronics
• Tencent
• Texas Instruments
• Toshiba
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Table of Contents
1.0 Executive Summary
1.1 Research Objectives
1.2 Select Findings
2.0 Introduction
2.1 Social Credit Market Drivers
2.2 Social Credit Systems
2.2.1 Business Frameworks: FICO Scores vs. Social Credit Scoring
2.2.2 Social Frameworks supporting Commercial Rating Systems
2.3 Social Credit System Structure
2.3.1 Social Credit System Infrastructure
2.3.2 Reputation Databases
2.3.2.1 Whitelists
2.3.2.2 Gray Listing
2.3.2.3 Blacklists and Red Lists
2.4 Ethical and Social Implications of Social Credit Systems
2.4.1 Implications for Citizens
2.4.2 Implications for Business
2.4.3 Implications for National Economies and Economic Systems
2.4.4 Concerns about Autocracy and Government Overreach
2.4.5 The Impact of Rewards and Penalties
2.4.6 The Need for Transparency
2.5 Social Credit Market SWOT Analysis
2.5.1 Strengths
2.5.2 Weaknesses
2.5.3 Opportunities
2.5.4 Threats
3.0 Social Credit System Technologies and Applications
3.1 Infrastructure Technologies
3.2 Data Collection, Structuring and Analytics
3.3 Machine Learning and AI APIs
3.4 Gamification in Social Credit Systems
3.5 Social Credit Market Use Cases/Drivers
3.5.1 Surveillance and Monitoring for Security and Public Safety
3.5.2 Reducing the Crime and Punishment Cycle
3.5.3 Overall Social Governance and Public Policy Planning
3.5.4 Improving Overall Societal Trust, Security, and Public Safety
3.5.5 With Social Benefits come Associated Restrictions
3.5.6 Enterprise Planning and Customer Relationship Management
3.6 Social Credit Market Deployment Assessment
3.6.1 Comparing China to the United States
3.6.2 Other Countries
3.7 Blockchain and Social Credit Systems
3.8 IoT, Smart Cities, and Cloud-based Deployment
4.0 Company Analysis
4.1 Alibaba
4.2 Tencent
4.3 Baidu
4.4 Amazon
4.5 Facebook
4.6 Google
4.7 China Rapid Finance
4.8 Points
4.9 Apple
4.10 IBM
4.11 NEC
4.12 NEXT Biometrics
4.13 Aratek
4.14 Neurotechnology
4.15 Deep Vision AI
4.16 Netradyne
4.17 Texas Instruments
4.18 STMicroelectronics
4.19 NXM Semiconductors
4.20 Broadcom Limited (Avago)
4.21 Robert Bosch GmbH
4.22 Infineon Technologies
4.23 Analog Devices
4.24 Omron corporation
4.25 ACTi
4.26 Axis
4.27 Bosch Security Systems
4.28 Canon
4.29 Cisco
4.30 Honeywell
4.31 Logitech
4.32 Panasonic
4.33 Samsung
4.34 Sony
4.35 Toshiba
4.36 Knightscope
4.37 NVidia
5.0 Social Credit Systems Market Analysis and Forecasts
5.1 Global Social Credit System Market 2019 – 2024
5.1.1 Total Social Credit System Market Value Globally 2019 – 2024
5.1.2 Social Credit System Market by Technology 2019 – 2024
5.1.2.1 Social Credit System Market by Infrastructure Type 2019 – 2024
5.1.2.2 Social Credit System Market by Software Type 2019 – 2024
5.1.2.3 Social Credit System Market by Service Type 2019 – 2024
5.1.2.3.1 Social Credit System Market by Managed Services 2019 – 2024
5.1.2.3.2 Social Credit System Market by Professional Services Type 2019 – 2024
5.1.3 Social Credit System Market by Application 2019 – 2024
5.1.4 Social Credit System Market by Industry Vertical 2019 – 2024
5.2 Regional Outlook for Social Credit Systems 2019 – 2024
5.2.1 Social Credit System Market by Region 2019 – 2024
5.2.2 Social Credit System in Asia Pacific Market 2019 – 2024
5.2.3 Social Credit System in North America Market 2019 – 2024
5.2.4 Social Credit System in Europe Market 2019 – 2024
5.2.5 Social Credit System in Latin America Market 2019 – 2024
5.2.6 Social Credit System in Middle East and Africa Market 2019 – 2024
6.0 Conclusions and Recommendations
6.1 Advertisers and Media Companies
6.2 Artificial Intelligence Providers
6.3 Automotive Companies
6.4 Broadband Infrastructure Providers
6.5 Communication Service Providers
6.6 Computing Companies
6.7 Data Analytics Providers
6.8 Immersive Technology (AR, VR, and MR) Providers
6.9 Networking Equipment Providers
6.10 Networking Security Providers
6.11 Semiconductor Companies
6.12 IoT Suppliers and Service Providers
6.13 Software Providers
6.14 Smart City System Integrators
6.15 Social Media Companies
6.16 Enterprises and Governments
6.17 Citizenry
7.0 Appendix: Social Credit Market Supporting Technologies
7.1 Global Artificial Intelligence Market 2019 – 2024
7.2 AI Market by Hardware, Software, and Services 2019 – 2024
7.2.1 AI Hardware 2019 – 2024
7.2.1.1 AI Embedded Devices 2019 – 2024
7.2.1.1.1 AI in Non-IoT Devices 2019 – 2024
7.2.1.1.2 AI in IoT Devices by Solution 2019 – 2024
7.2.1.1.2.1 AI in Wearable Devices 2019 – 2024
7.2.1.1.2.2 AI in Medical and Healthcare Devices 2019 – 2024
7.2.1.1.2.3 AI in Smart Appliances 2019 – 2024
7.2.1.1.2.4 AI in Industrial Machines 2019 – 2024
7.2.1.1.2.5 AI in Robots and Drones 2019 – 2024
7.2.1.1.2.6 AI in Service Robots 2019 – 2024
7.2.1.1.2.7 AI in Entertainment Devices 2019 – 2024
7.2.1.1.2.8 AI in Security Devices 2019 – 2024
7.2.1.1.2.9 AI in Networking Devices 2019 – 2024
7.2.1.1.2.10 AI In-Vehicle IoT Devices 2019 – 2024
7.2.1.1.2.11 AI in Smart Grid Devices 2019 – 2024
7.2.1.1.2.12 AI in Military Devices 2019 – 2024
7.2.1.1.2.13 AI in Energy Management Devices 2019 – 2024
7.2.1.1.2.14 AI in Agriculture Specific Devices 2019 – 2024
7.2.1.2 AI in Embedded IoT Systems 2019 – 2024
7.2.1.3 AI in Semiconductor Components 2019 – 2024
7.2.1.3.1 AI in Wearable and Embedded Components 2019 – 2024
7.2.1.3.1.1 AI in Real Time Location Systems 2019 – 2024
7.2.1.3.1.2 RFID
7.2.1.3.1.3 AI in Sensors 2019 – 2024
7.2.1.3.2 AI in Processors 2019 – 2024
7.2.2 AI Software 2019 – 2024
7.2.3 AI Services 2019 – 2024
7.3 AI Market by Management Functions 2019 – 2024
7.4 AI Market by Technology 2019 – 2024
7.5 AI Market by Solutions 2019 – 2024
7.6 AI Market by Deployment 2019 – 2024
7.7 AI Market by Systems 2019 – 2024
7.8 AI Market by Type 2019 – 2024
7.9 AI Market by Connectivity 2019 – 2024
7.9.1 Non-Telecom Connectivity 2019 – 2024
7.9.2 Telecom Connectivity 2019 – 2024
7.9.3 Connectivity Standard 2019 – 2024
7.10 IoT Technology Market 2019 – 2024
7.10.1 Combined Market IoT Technology Market 2019 – 2024
7.10.2 IoT Technology Market by Type 2019 – 2024
7.10.2.1 IoT Hardware Market 2019 – 2024
7.10.2.1.1 IoT Node Components 2019 – 2024
7.10.2.1.1.1 IoT Sensors 2019 – 2024
7.10.2.1.1.2 IoT Processors 2019 – 2024
7.10.2.1.1.3 IoT Memory Devices 2019 – 2024
7.10.2.1.1.4 IoT Chipsets 2019 – 2024
7.10.2.1.1.5 IoT Connectivity ICs 2019 – 2024
7.10.2.1.1.6 IoT Wired Connectivity ICs 2019 – 2024
7.10.2.1.1.7 IoT Wireless Connectivity ICs 2019 – 2024
7.10.2.1.1.8 IoT Logic Devices 2019 – 2024
7.10.2.1.2 IoT Network Infrastructure 2019 – 2024
7.10.2.1.2.1 IoT System Servers 2019 – 2024
7.10.2.1.2.2 IoT Connectivity Equipment 2019 – 2024
7.10.2.2 IoT Software Market 2019 – 2024
7.10.2.2.1 IoT Application Software 2019 – 2024
7.10.2.2.2 IoT Analytics Software 2019 – 2024
7.10.2.2.3 IoT Platform Software 2019 – 2024
7.10.2.2.4 Security Software
7.10.2.3 IoT Services by Type 2019 – 2024
7.10.2.3.1 IoT Professional Services 2019 – 2024
7.10.3 IoT Technology by Consumer, Enterprise, Industrial and Government 2019 – 2024
Figures
Figure 1: Social Credit System Architecture
Figure 2: China SCS Approval Rate
Figure 3: Social Credit System SWOT Analysis
Figure 4: China SCS Participation
Figure 5: Global Social Credit System Market 2019 – 2024
Figure 6: Sensors in Social Credit Systems 2019 – 2024
Figure 7: Cameras/Optics in Social Credit Systems 2019 – 2024
Figure 8: Biometrics in Social Credit Systems 2019 – 2024
Figure 9: Computer Vision Technology in Social Credit Systems 2019 – 2024
Figure 10: Global AI Technology Market 2019 – 2024
Figure 11: Global IoT Technology Market 2019 – 2024
Tables
Table 1: Global Social Credit System Market by Technology 2019 – 2024
Table 2: Global Social Credit System Market by Infrastructure Type 2019 – 2024
Table 3: Global Social Credit System Market by Software Type 2019 – 2024
Table 4: Global Social Credit System Market by Service Type 2019 – 2024
Table 5: Global Social Credit System Market by Managed Services 2019 – 2024
Table 6: Global Social Credit System Market by Professional Service Type 2019 – 2024
Table 7: Global Social Credit System Market by Application 2019 – 2024
Table 8: Global Social Credit System Market by Industry Vertical 2019 – 2024
Table 9: Global Social Credit System Market by Region 2019 – 2024
Table 10: APAC Social Credit System Market by Technology 2019 – 2024
Table 11: APAC Social Credit System Market by Infrastructure Type 2019 – 2024
Table 12: APAC Social Credit System Market by Software Type 2019 – 2024
Table 13: APAC Social Credit System Market by Service Type 2019 – 2024
Table 14: APAC Social Credit System Market by Professional Service Type 2019 – 2024
Table 15: APAC Social Credit System Market by Application 2019 – 2024
Table 16: APAC Social Credit System Market by Industry Vertical 2019 – 2024
Table 17: APAC Social Credit System Market by Country 2019 – 2024
Table 18: North America Social Credit System Market by Technology 2019 – 2024
Table 19: North America Social Credit System Market by Infrastructure Type 2019 – 2024
Table 20: North America Social Credit System Market by Software Type 2019 – 2024
Table 21: North America Social Credit System Market by Service Type 2019 – 2024
Table 22: North America Social Credit System Market by Professional Service Type 2019 – 2024
Table 23: North America Social Credit System Market by Application 2019 – 2024
Table 24: North America Social Credit System Market by Industry Vertical 2019 – 2024
Table 25: North America Social Credit System Market by Country 2019 – 2024
Table 26: Europe Social Credit System Market by Technology 2019 – 2024
Table 27: Europe Social Credit System Market by Infrastructure Type 2019 – 2024
Table 28: Europe Social Credit System Market by Software Type 2019 – 2024
Table 29: Europe Social Credit System Market by Service Type 2019 – 2024
Table 30: Europe Social Credit System Market by Professional Service Type 2019 – 2024
Table 31: Europe Social Credit System Market by Application 2019 – 2024
Table 32: Europe Social Credit System Market by Industry Vertical 2019 – 2024
Table 33: Europe Social Credit System Market by Country 2019 – 2024
Table 34: Latin America Social Credit System Market by Technology 2019 – 2024
Table 35: Latin America Social Credit System Market by Infrastructure Type 2019 – 2024
Table 36: Latin America Social Credit System Market by Software Type 2019 – 2024
Table 37: Latin America Social Credit System Market by Service Type 2019 – 2024
Table 38: Latin America Social Credit System Market by Professional Service Type 2019 – 2024
Table 39: Latin America Social Credit System Market by Application 2019 – 2024
Table 40: Latin America Social Credit System Market by Industry Vertical 2019 – 2024
Table 41: Latin America Social Credit System Market by Country 2019 – 2024
Table 42: MEA Social Credit System Market by Technology 2019 – 2024
Table 43: MEA Social Credit System Market by Infrastructure Type 2019 – 2024
Table 44: MEA Social Credit System Market by Software Type 2019 – 2024
Table 45: MEA Social Credit System Market by Service Type 2019 – 2024
Table 46: MEA Social Credit System Market by Professional Service Type 2019 – 2024
Table 47: MEA Social Credit System Market by Application 2019 – 2024
Table 48: MEA Social Credit System Market by Industry Vertical 2019 – 2024
Table 49: MEA Social Credit System Market by Country 2019 – 2024
Table 50: Global AI Market by Segments 2019 – 2024
Table 51: Global AI Market by Hardware 2019 – 2024
Table 52: Global AI Market by Embedded Devices 2019 – 2024
Table 53: Global AI Market by Non-IoT Devices 2019 – 2024
Table 54: Global AI Market in IoT Devices by Solution 2019 – 2024
Table 55: Global AI Market by Wearable Devices 2019 – 2024
Table 56: Global AI Market by Medical and Healthcare Device 2019 – 2024
Table 57: Global AI Market by Smart Appliances 2019 – 2024
Table 58: Global AI Market by Industrial Machines 2019 – 2024
Table 59: Global AI Market by Robots and Drone 2019 – 2024
Table 60: Global AI Market by Service Robots 2019 – 2024
Table 61: Global AI Market by Entertainment Device 2019 – 2024
Table 62: Global AI Market by Security Device 2019 – 2024
Table 63: Global AI Market by Networking Device 2019 – 2024
Table 64: Global AI Market by In-Vehicle IoT Device 2019 – 2024
Table 65: Global AI Market by Smart Grid Device 2019 – 2024
Table 66: Global AI Market by Military Device 2019 – 2024
Table 67: Global AI Market by Energy Management Device 2019 – 2024
Table 68: Global AI Market by Agriculture Specific Device 2019 – 2024
Table 69: Global AI Market by Embedded IoT System 2019 – 2024
Table 70: Global AI Market by Semiconductor Components 2019 – 2024
Table 71: Global AI Market by Wearable and Embedded Components 2019 – 2024
Table 72: Global AI Market by RTLS 2019 – 2024
Table 73: Global AI Market by RFID 2019 – 2024
Table 74: Global AI Market by Sensors 2019 – 2024
Table 75: Global AI Market by Processors 2019 – 2024
Table 76: Global AI Market by Software 2019 – 2024
Table 77: Global AI Market by Services 2019 – 2024
Table 78: Global AI Market by Management Functions 2019 – 2024
Table 79: Global AI Market by Technology 2019 – 2024
Table 80: Global AI Market by Solution 2019 – 2024
Table 81: Global AI Market by Deployment 2019 – 2024
Table 82: Global AI Market by AI System 2019 – 2024
Table 83: Global AI Market by AI System 2019 – 2024
Table 84: Global AI Market by Connectivity 2019 – 2024
Table 85: Global AI Market by Non-Telecom Connectivity 2019 – 2024
Table 86: Global AI Market by Telecom Connectivity 2019 – 2024
Table 87: Global AI Market by Connectivity Standard 2019 – 2024
Table 88: Global IoT Technology Market by Type 2019 – 2024
Table 89: Global IoT Technology Market by Hardware Type 2019 – 2024
Table 90: Global IoT Technology Market by Node Component Type 2019 – 2024
Table 91: Global IoT Technology Market by Sensor Type 2019 – 2024
Table 92: Global IoT Technology Market by Processor Type 2019 – 2024
Table 93: Global IoT Technology Market by Memory Device Type 2019 – 2024
Table 94: Global IoT Technology Market by Chipsets Type 2019 – 2024
Table 95: Global IoT Technology Market by Connectivity IC Type 2019 – 2024
Table 96: Global IoT Technology Market by Wired Connectivity IC Type 2019 – 2024
Table 97: Global IoT Technology Market by Wireless Connectivity IC Type 2019 – 2024
Table 98: Global IoT Technology Market by Logic Device Type 2019 – 2024
Table 99: Global IoT Technology Market by Network Infrastructure Type 2019 – 2024
Table 100: Global IoT Technology Market by Server Type 2019 – 2024
Table 101: Global IoT Technology Market by Connectivity Equipment Type 2019 – 2024
Table 102: Global IoT Technology Market by Software Type 2019 – 2024
Table 103: Global IoT Technology Market by Application Software Type 2019 – 2024
Table 104: Global IoT Technology Market by Analytics Software Type 2019 – 2024
Table 105: Global IoT Technology Market by Platform Software Type 2019 – 2024
Table 106: Global IoT Technology Market by Security Software Type 2019 – 2024
Table 107: Global IoT Technology Market by Service Type 2019 – 2024
Table 108: Global IoT Technology Market by Professional Service Type 2019 – 2024
Table 109: Global IoT Technology Market by IoT Sector 2019 – 2024
