Global Artificial Intelligence (AI) in Higher Education Supply, Demand and Key Producers, 2023-2029

Global Artificial Intelligence (AI) in Higher Education Supply, Demand and Key Producers, 2023-2029

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Published Date: 22 Jan 2023

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  • sp_icon1 sp_icon1_b Description
  • sp_icon2 sp_icon2_b Table of Contents
  • sp_icon3 sp_icon3_b Table of Figures
  • sp_icon4 sp_icon4_b Research Methodology
  • sp_icon1 sp_icon1_b Companies Mentioned
  • sp_icon1 sp_icon1_b Related Reports
  • sp_icon1 sp_icon1_b Product Tags
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Description

The global Artificial Intelligence (AI) in Higher Education market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

With AI, students feel comfortable making the errors necessary for learning, which they would otherwise be hesitant to make in front of their human tutors and peers. AI solutions also provide students with immediate feedback required for improvement, driving the demand of AI in education sector.

This report studies the global Artificial Intelligence (AI) in Higher Education demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Artificial Intelligence (AI) in Higher Education, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Artificial Intelligence (AI) in Higher Education that contribute to its increasing demand across many markets.

Highlights and key features of the study
Global Artificial Intelligence (AI) in Higher Education total market, 2018-2029, (USD Million)
Global Artificial Intelligence (AI) in Higher Education total market by region & country, CAGR, 2018-2029, (USD Million)
U.S. VS China: Artificial Intelligence (AI) in Higher Education total market, key domestic companies and share, (USD Million)
Global Artificial Intelligence (AI) in Higher Education revenue by player and market share 2018-2023, (USD Million)
Global Artificial Intelligence (AI) in Higher Education total market by Type, CAGR, 2018-2029, (USD Million)
Global Artificial Intelligence (AI) in Higher Education total market by Application, CAGR, 2018-2029, (USD Million)
This reports profiles major players in the global Artificial Intelligence (AI) in Higher Education market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Amazon Web Services, Blackboard Inc, Blippar, Century Tech Limited, Cerevrum Inc., CheckiO, Pearson PLC, TrueShelf and Querium Corporation, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Artificial Intelligence (AI) in Higher Education market
Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Artificial Intelligence (AI) in Higher Education Market, By Region:
United States
China
Europe
Japan
South Korea
ASEAN
India
Rest of World

Global Artificial Intelligence (AI) in Higher Education Market, Segmentation by Type
Machine Learning
Deep Learning
Natural Language Processing
Others

Global Artificial Intelligence (AI) in Higher Education Market, Segmentation by Application
Learning Platforms & Virtual Facilitators
Intelligent Tutoring System
Smart Content
Fraud & Risk Management
Others

Companies Profiled:
Amazon Web Services
Blackboard Inc
Blippar
Century Tech Limited
Cerevrum Inc.
CheckiO
Pearson PLC
TrueShelf
Querium Corporation
Knewton.
Cognii Inc.
Google Inc.
Microsoft Corporation
Nuance Communication Inc.
IBM Corporation.
Jenzabar Inc.
Yuguan Information Technology LLC
Pixatel Systems
PleiQ Smart Toys SpA
Quantum Adaptive Learning LLC

Key Questions Answered
1. How big is the global Artificial Intelligence (AI) in Higher Education market?
2. What is the demand of the global Artificial Intelligence (AI) in Higher Education market?
3. What is the year over year growth of the global Artificial Intelligence (AI) in Higher Education market?
4. What is the total value of the global Artificial Intelligence (AI) in Higher Education market?
5. Who are the major players in the global Artificial Intelligence (AI) in Higher Education market?
6. What are the growth factors driving the market demand?
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Table of Contents

1 Supply Summary
1.1 Artificial Intelligence (AI) in Higher Education Introduction
1.2 World Artificial Intelligence (AI) in Higher Education Market Size & Forecast (2018 & 2022 & 2029)
1.3 World Artificial Intelligence (AI) in Higher Education Total Market by Region (by Headquarter Location)
1.3.1 World Artificial Intelligence (AI) in Higher Education Market Size by Region (2018-2029), (by Headquarter Location)
1.3.2 United States Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.3 China Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.4 Europe Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.5 Japan Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.6 South Korea Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.7 ASEAN Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.8 India Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.4 Market Drivers, Restraints and Trends
1.4.1 Artificial Intelligence (AI) in Higher Education Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 Artificial Intelligence (AI) in Higher Education Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
1.5.1 Influence of COVID-19
1.5.2 Influence of Russia-Ukraine War

2 Demand Summary
2.1 World Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.2 World Artificial Intelligence (AI) in Higher Education Consumption Value by Region
2.2.1 World Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2018-2023)
2.2.2 World Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Region (2024-2029)
2.3 United States Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.4 China Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.5 Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.6 Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.7 South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.8 ASEAN Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.9 India Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)

3 World Artificial Intelligence (AI) in Higher Education Companies Competitive Analysis
3.1 World Artificial Intelligence (AI) in Higher Education Revenue by Player (2018-2023)
3.2 Industry Rank and Concentration Rate (CR)
3.2.1 Global Artificial Intelligence (AI) in Higher Education Industry Rank of Major Players
3.2.2 Global Concentration Ratios (CR4) for Artificial Intelligence (AI) in Higher Education in 2022
3.2.3 Global Concentration Ratios (CR8) for Artificial Intelligence (AI) in Higher Education in 2022
3.3 Artificial Intelligence (AI) in Higher Education Company Evaluation Quadrant
3.4 Artificial Intelligence (AI) in Higher Education Market: Overall Company Footprint Analysis
3.4.1 Artificial Intelligence (AI) in Higher Education Market: Region Footprint
3.4.2 Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
3.4.3 Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
3.5 Competitive Environment
3.5.1 Historical Structure of the Industry
3.5.2 Barriers of Market Entry
3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity

4 United States VS China VS Rest of the World (by Headquarter Location)
4.1 United States VS China: Artificial Intelligence (AI) in Higher Education Revenue Comparison (by Headquarter Location)
4.1.1 United States VS China: Artificial Intelligence (AI) in Higher Education Market Size Comparison (2018 & 2022 & 2029) (by Headquarter Location)
4.1.2 United States VS China: Artificial Intelligence (AI) in Higher Education Revenue Market Share Comparison (2018 & 2022 & 2029)
4.2 United States Based Companies VS China Based Companies: Artificial Intelligence (AI) in Higher Education Consumption Value Comparison
4.2.1 United States VS China: Artificial Intelligence (AI) in Higher Education Consumption Value Comparison (2018 & 2022 & 2029)
4.2.2 United States VS China: Artificial Intelligence (AI) in Higher Education Consumption Value Market Share Comparison (2018 & 2022 & 2029)
4.3 United States Based Artificial Intelligence (AI) in Higher Education Companies and Market Share, 2018-2023
4.3.1 United States Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
4.3.2 United States Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023)
4.4 China Based Companies Artificial Intelligence (AI) in Higher Education Revenue and Market Share, 2018-2023
4.4.1 China Based Artificial Intelligence (AI) in Higher Education Companies, Company Headquarters (Province, Country)
4.4.2 China Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023)
4.5 Rest of World Based Artificial Intelligence (AI) in Higher Education Companies and Market Share, 2018-2023
4.5.1 Rest of World Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
4.5.2 Rest of World Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023)

5 Market Analysis by Type
5.1 World Artificial Intelligence (AI) in Higher Education Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
5.2.1 Machine Learning
5.2.2 Deep Learning
5.2.3 Natural Language Processing
5.2.4 Others
5.3 Market Segment by Type
5.3.1 World Artificial Intelligence (AI) in Higher Education Market Size by Type (2018-2023)
5.3.2 World Artificial Intelligence (AI) in Higher Education Market Size by Type (2024-2029)
5.3.3 World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Type (2018-2029)

6 Market Analysis by Application
6.1 World Artificial Intelligence (AI) in Higher Education Market Size Overview by Application: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Application
6.2.1 Learning Platforms & Virtual Facilitators
6.2.2 Intelligent Tutoring System
6.2.3 Smart Content
6.2.4 Fraud & Risk Management
6.2.5 Fraud & Risk Management
6.3 Market Segment by Application
6.3.1 World Artificial Intelligence (AI) in Higher Education Market Size by Application (2018-2023)
6.3.2 World Artificial Intelligence (AI) in Higher Education Market Size by Application (2024-2029)
6.3.3 World Artificial Intelligence (AI) in Higher Education Market Size by Application (2018-2029)

7 Company Profiles
7.1 Amazon Web Services
7.1.1 Amazon Web Services Details
7.1.2 Amazon Web Services Major Business
7.1.3 Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Services
7.1.4 Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.1.5 Amazon Web Services Recent Developments/Updates
7.1.6 Amazon Web Services Competitive Strengths & Weaknesses
7.2 Blackboard Inc
7.2.1 Blackboard Inc Details
7.2.2 Blackboard Inc Major Business
7.2.3 Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Services
7.2.4 Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.2.5 Blackboard Inc Recent Developments/Updates
7.2.6 Blackboard Inc Competitive Strengths & Weaknesses
7.3 Blippar
7.3.1 Blippar Details
7.3.2 Blippar Major Business
7.3.3 Blippar Artificial Intelligence (AI) in Higher Education Product and Services
7.3.4 Blippar Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.3.5 Blippar Recent Developments/Updates
7.3.6 Blippar Competitive Strengths & Weaknesses
7.4 Century Tech Limited
7.4.1 Century Tech Limited Details
7.4.2 Century Tech Limited Major Business
7.4.3 Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Services
7.4.4 Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.4.5 Century Tech Limited Recent Developments/Updates
7.4.6 Century Tech Limited Competitive Strengths & Weaknesses
7.5 Cerevrum Inc.
7.5.1 Cerevrum Inc. Details
7.5.2 Cerevrum Inc. Major Business
7.5.3 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.5.4 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.5.5 Cerevrum Inc. Recent Developments/Updates
7.5.6 Cerevrum Inc. Competitive Strengths & Weaknesses
7.6 CheckiO
7.6.1 CheckiO Details
7.6.2 CheckiO Major Business
7.6.3 CheckiO Artificial Intelligence (AI) in Higher Education Product and Services
7.6.4 CheckiO Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.6.5 CheckiO Recent Developments/Updates
7.6.6 CheckiO Competitive Strengths & Weaknesses
7.7 Pearson PLC
7.7.1 Pearson PLC Details
7.7.2 Pearson PLC Major Business
7.7.3 Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Services
7.7.4 Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.7.5 Pearson PLC Recent Developments/Updates
7.7.6 Pearson PLC Competitive Strengths & Weaknesses
7.8 TrueShelf
7.8.1 TrueShelf Details
7.8.2 TrueShelf Major Business
7.8.3 TrueShelf Artificial Intelligence (AI) in Higher Education Product and Services
7.8.4 TrueShelf Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.8.5 TrueShelf Recent Developments/Updates
7.8.6 TrueShelf Competitive Strengths & Weaknesses
7.9 Querium Corporation
7.9.1 Querium Corporation Details
7.9.2 Querium Corporation Major Business
7.9.3 Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Services
7.9.4 Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.9.5 Querium Corporation Recent Developments/Updates
7.9.6 Querium Corporation Competitive Strengths & Weaknesses
7.10 Knewton.
7.10.1 Knewton. Details
7.10.2 Knewton. Major Business
7.10.3 Knewton. Artificial Intelligence (AI) in Higher Education Product and Services
7.10.4 Knewton. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.10.5 Knewton. Recent Developments/Updates
7.10.6 Knewton. Competitive Strengths & Weaknesses
7.11 Cognii Inc.
7.11.1 Cognii Inc. Details
7.11.2 Cognii Inc. Major Business
7.11.3 Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.11.4 Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.11.5 Cognii Inc. Recent Developments/Updates
7.11.6 Cognii Inc. Competitive Strengths & Weaknesses
7.12 Google Inc.
7.12.1 Google Inc. Details
7.12.2 Google Inc. Major Business
7.12.3 Google Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.12.4 Google Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.12.5 Google Inc. Recent Developments/Updates
7.12.6 Google Inc. Competitive Strengths & Weaknesses
7.13 Microsoft Corporation
7.13.1 Microsoft Corporation Details
7.13.2 Microsoft Corporation Major Business
7.13.3 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Services
7.13.4 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.13.5 Microsoft Corporation Recent Developments/Updates
7.13.6 Microsoft Corporation Competitive Strengths & Weaknesses
7.14 Nuance Communication Inc.
7.14.1 Nuance Communication Inc. Details
7.14.2 Nuance Communication Inc. Major Business
7.14.3 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.14.4 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.14.5 Nuance Communication Inc. Recent Developments/Updates
7.14.6 Nuance Communication Inc. Competitive Strengths & Weaknesses
7.15 IBM Corporation.
7.15.1 IBM Corporation. Details
7.15.2 IBM Corporation. Major Business
7.15.3 IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Services
7.15.4 IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.15.5 IBM Corporation. Recent Developments/Updates
7.15.6 IBM Corporation. Competitive Strengths & Weaknesses
7.16 Jenzabar Inc.
7.16.1 Jenzabar Inc. Details
7.16.2 Jenzabar Inc. Major Business
7.16.3 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.16.4 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.16.5 Jenzabar Inc. Recent Developments/Updates
7.16.6 Jenzabar Inc. Competitive Strengths & Weaknesses
7.17 Yuguan Information Technology LLC
7.17.1 Yuguan Information Technology LLC Details
7.17.2 Yuguan Information Technology LLC Major Business
7.17.3 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Services
7.17.4 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.17.5 Yuguan Information Technology LLC Recent Developments/Updates
7.17.6 Yuguan Information Technology LLC Competitive Strengths & Weaknesses
7.18 Pixatel Systems
7.18.1 Pixatel Systems Details
7.18.2 Pixatel Systems Major Business
7.18.3 Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Services
7.18.4 Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.18.5 Pixatel Systems Recent Developments/Updates
7.18.6 Pixatel Systems Competitive Strengths & Weaknesses
7.19 PleiQ Smart Toys SpA
7.19.1 PleiQ Smart Toys SpA Details
7.19.2 PleiQ Smart Toys SpA Major Business
7.19.3 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Services
7.19.4 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.19.5 PleiQ Smart Toys SpA Recent Developments/Updates
7.19.6 PleiQ Smart Toys SpA Competitive Strengths & Weaknesses
7.20 Quantum Adaptive Learning LLC
7.20.1 Quantum Adaptive Learning LLC Details
7.20.2 Quantum Adaptive Learning LLC Major Business
7.20.3 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Services
7.20.4 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.20.5 Quantum Adaptive Learning LLC Recent Developments/Updates
7.20.6 Quantum Adaptive Learning LLC Competitive Strengths & Weaknesses

8 Industry Chain Analysis
8.1 Artificial Intelligence (AI) in Higher Education Industry Chain
8.2 Artificial Intelligence (AI) in Higher Education Upstream Analysis
8.3 Artificial Intelligence (AI) in Higher Education Midstream Analysis
8.4 Artificial Intelligence (AI) in Higher Education Downstream Analysis

9 Research Findings and Conclusion

10 Appendix
10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer
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Table of Figures

List of Tables
Table 1. World Artificial Intelligence (AI) in Higher Education Revenue by Region (2018, 2022 and 2029) & (USD Million), (by Headquarter Location)
Table 2. World Artificial Intelligence (AI) in Higher Education Revenue by Region (2018-2023) & (USD Million), (by Headquarter Location)
Table 3. World Artificial Intelligence (AI) in Higher Education Revenue by Region (2024-2029) & (USD Million), (by Headquarter Location)
Table 4. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2018-2023), (by Headquarter Location)
Table 5. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2024-2029), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Artificial Intelligence (AI) in Higher Education Consumption Value Growth Rate Forecast by Region (2018 & 2022 & 2029) & (USD Million)
Table 8. World Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2018-2023) & (USD Million)
Table 9. World Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Region (2024-2029) & (USD Million)
Table 10. World Artificial Intelligence (AI) in Higher Education Revenue by Player (2018-2023) & (USD Million)
Table 11. Revenue Market Share of Key Artificial Intelligence (AI) in Higher Education Players in 2022
Table 12. World Artificial Intelligence (AI) in Higher Education Industry Rank of Major Player, Based on Revenue in 2022
Table 13. Global Artificial Intelligence (AI) in Higher Education Company Evaluation Quadrant
Table 14. Head Office of Key Artificial Intelligence (AI) in Higher Education Player
Table 15. Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
Table 16. Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
Table 17. Artificial Intelligence (AI) in Higher Education Mergers & Acquisitions Activity
Table 18. United States VS China Artificial Intelligence (AI) in Higher Education Market Size Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 19. United States VS China Artificial Intelligence (AI) in Higher Education Consumption Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 20. United States Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
Table 21. United States Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023) & (USD Million)
Table 22. United States Based Companies Artificial Intelligence (AI) in Higher Education Revenue Market Share (2018-2023)
Table 23. China Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (Province, Country)
Table 24. China Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023) & (USD Million)
Table 25. China Based Companies Artificial Intelligence (AI) in Higher Education Revenue Market Share (2018-2023)
Table 26. Rest of World Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023) & (USD Million)
Table 28. Rest of World Based Companies Artificial Intelligence (AI) in Higher Education Revenue Market Share (2018-2023)
Table 29. World Artificial Intelligence (AI) in Higher Education Market Size by Type, (USD Million), 2018 & 2022 & 2029
Table 30. World Artificial Intelligence (AI) in Higher Education Market Size by Type (2018-2023) & (USD Million)
Table 31. World Artificial Intelligence (AI) in Higher Education Market Size by Type (2024-2029) & (USD Million)
Table 32. World Artificial Intelligence (AI) in Higher Education Market Size by Application, (USD Million), 2018 & 2022 & 2029
Table 33. World Artificial Intelligence (AI) in Higher Education Market Size by Application (2018-2023) & (USD Million)
Table 34. World Artificial Intelligence (AI) in Higher Education Market Size by Application (2024-2029) & (USD Million)
Table 35. Amazon Web Services Basic Information, Area Served and Competitors
Table 36. Amazon Web Services Major Business
Table 37. Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Services
Table 38. Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 39. Amazon Web Services Recent Developments/Updates
Table 40. Amazon Web Services Competitive Strengths & Weaknesses
Table 41. Blackboard Inc Basic Information, Area Served and Competitors
Table 42. Blackboard Inc Major Business
Table 43. Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Services
Table 44. Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 45. Blackboard Inc Recent Developments/Updates
Table 46. Blackboard Inc Competitive Strengths & Weaknesses
Table 47. Blippar Basic Information, Area Served and Competitors
Table 48. Blippar Major Business
Table 49. Blippar Artificial Intelligence (AI) in Higher Education Product and Services
Table 50. Blippar Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 51. Blippar Recent Developments/Updates
Table 52. Blippar Competitive Strengths & Weaknesses
Table 53. Century Tech Limited Basic Information, Area Served and Competitors
Table 54. Century Tech Limited Major Business
Table 55. Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Services
Table 56. Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 57. Century Tech Limited Recent Developments/Updates
Table 58. Century Tech Limited Competitive Strengths & Weaknesses
Table 59. Cerevrum Inc. Basic Information, Area Served and Competitors
Table 60. Cerevrum Inc. Major Business
Table 61. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 62. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 63. Cerevrum Inc. Recent Developments/Updates
Table 64. Cerevrum Inc. Competitive Strengths & Weaknesses
Table 65. CheckiO Basic Information, Area Served and Competitors
Table 66. CheckiO Major Business
Table 67. CheckiO Artificial Intelligence (AI) in Higher Education Product and Services
Table 68. CheckiO Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 69. CheckiO Recent Developments/Updates
Table 70. CheckiO Competitive Strengths & Weaknesses
Table 71. Pearson PLC Basic Information, Area Served and Competitors
Table 72. Pearson PLC Major Business
Table 73. Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Services
Table 74. Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 75. Pearson PLC Recent Developments/Updates
Table 76. Pearson PLC Competitive Strengths & Weaknesses
Table 77. TrueShelf Basic Information, Area Served and Competitors
Table 78. TrueShelf Major Business
Table 79. TrueShelf Artificial Intelligence (AI) in Higher Education Product and Services
Table 80. TrueShelf Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 81. TrueShelf Recent Developments/Updates
Table 82. TrueShelf Competitive Strengths & Weaknesses
Table 83. Querium Corporation Basic Information, Area Served and Competitors
Table 84. Querium Corporation Major Business
Table 85. Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Services
Table 86. Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 87. Querium Corporation Recent Developments/Updates
Table 88. Querium Corporation Competitive Strengths & Weaknesses
Table 89. Knewton. Basic Information, Area Served and Competitors
Table 90. Knewton. Major Business
Table 91. Knewton. Artificial Intelligence (AI) in Higher Education Product and Services
Table 92. Knewton. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 93. Knewton. Recent Developments/Updates
Table 94. Knewton. Competitive Strengths & Weaknesses
Table 95. Cognii Inc. Basic Information, Area Served and Competitors
Table 96. Cognii Inc. Major Business
Table 97. Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 98. Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 99. Cognii Inc. Recent Developments/Updates
Table 100. Cognii Inc. Competitive Strengths & Weaknesses
Table 101. Google Inc. Basic Information, Area Served and Competitors
Table 102. Google Inc. Major Business
Table 103. Google Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 104. Google Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 105. Google Inc. Recent Developments/Updates
Table 106. Google Inc. Competitive Strengths & Weaknesses
Table 107. Microsoft Corporation Basic Information, Area Served and Competitors
Table 108. Microsoft Corporation Major Business
Table 109. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Services
Table 110. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 111. Microsoft Corporation Recent Developments/Updates
Table 112. Microsoft Corporation Competitive Strengths & Weaknesses
Table 113. Nuance Communication Inc. Basic Information, Area Served and Competitors
Table 114. Nuance Communication Inc. Major Business
Table 115. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 116. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 117. Nuance Communication Inc. Recent Developments/Updates
Table 118. Nuance Communication Inc. Competitive Strengths & Weaknesses
Table 119. IBM Corporation. Basic Information, Area Served and Competitors
Table 120. IBM Corporation. Major Business
Table 121. IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Services
Table 122. IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 123. IBM Corporation. Recent Developments/Updates
Table 124. IBM Corporation. Competitive Strengths & Weaknesses
Table 125. Jenzabar Inc. Basic Information, Area Served and Competitors
Table 126. Jenzabar Inc. Major Business
Table 127. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 128. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 129. Jenzabar Inc. Recent Developments/Updates
Table 130. Jenzabar Inc. Competitive Strengths & Weaknesses
Table 131. Yuguan Information Technology LLC Basic Information, Area Served and Competitors
Table 132. Yuguan Information Technology LLC Major Business
Table 133. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Services
Table 134. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 135. Yuguan Information Technology LLC Recent Developments/Updates
Table 136. Yuguan Information Technology LLC Competitive Strengths & Weaknesses
Table 137. Pixatel Systems Basic Information, Area Served and Competitors
Table 138. Pixatel Systems Major Business
Table 139. Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Services
Table 140. Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 141. Pixatel Systems Recent Developments/Updates
Table 142. Pixatel Systems Competitive Strengths & Weaknesses
Table 143. PleiQ Smart Toys SpA Basic Information, Area Served and Competitors
Table 144. PleiQ Smart Toys SpA Major Business
Table 145. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Services
Table 146. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 147. PleiQ Smart Toys SpA Recent Developments/Updates
Table 148. Quantum Adaptive Learning LLC Basic Information, Area Served and Competitors
Table 149. Quantum Adaptive Learning LLC Major Business
Table 150. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Services
Table 151. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 152. Global Key Players of Artificial Intelligence (AI) in Higher Education Upstream (Raw Materials)
Table 153. Artificial Intelligence (AI) in Higher Education Typical Customers
List of Figure
Figure 1. Artificial Intelligence (AI) in Higher Education Picture
Figure 2. World Artificial Intelligence (AI) in Higher Education Total Market Size: 2018 & 2022 & 2029, (USD Million)
Figure 3. World Artificial Intelligence (AI) in Higher Education Total Market Size (2018-2029) & (USD Million)
Figure 4. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2018, 2022 and 2029) & (USD Million) , (by Headquarter Location)
Figure 5. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2018-2029), (by Headquarter Location)
Figure 6. United States Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 7. China Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 8. Europe Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 9. Japan Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 10. South Korea Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 11. ASEAN Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 12. India Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 13. Artificial Intelligence (AI) in Higher Education Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 16. World Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2018-2029)
Figure 17. United States Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 18. China Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 19. Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 20. Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 21. South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 22. ASEAN Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 23. India Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 24. Producer Shipments of Artificial Intelligence (AI) in Higher Education by Player Revenue ($MM) and Market Share (%): 2022
Figure 25. Global Four-firm Concentration Ratios (CR4) for Artificial Intelligence (AI) in Higher Education Markets in 2022
Figure 26. Global Four-firm Concentration Ratios (CR8) for Artificial Intelligence (AI) in Higher Education Markets in 2022
Figure 27. United States VS China: Artificial Intelligence (AI) in Higher Education Revenue Market Share Comparison (2018 & 2022 & 2029)
Figure 28. United States VS China: Artificial Intelligence (AI) in Higher Education Consumption Value Market Share Comparison (2018 & 2022 & 2029)
Figure 29. World Artificial Intelligence (AI) in Higher Education Market Size by Type, (USD Million), 2018 & 2022 & 2029
Figure 30. World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Type in 2022
Figure 31. Machine Learning
Figure 32. Deep Learning
Figure 33. Natural Language Processing
Figure 34. Others
Figure 35. World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Type (2018-2029)
Figure 36. World Artificial Intelligence (AI) in Higher Education Market Size by Application, (USD Million), 2018 & 2022 & 2029
Figure 37. World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Application in 2022
Figure 38. Learning Platforms & Virtual Facilitators
Figure 39. Intelligent Tutoring System
Figure 40. Smart Content
Figure 41. Fraud & Risk Management
Figure 42. Others
Figure 43. Artificial Intelligence (AI) in Higher Education Industrial Chain
Figure 44. Methodology
Figure 45. Research Process and Data Source
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Research Methodology

Client Requirements

yuan2

Review and analyze client requirements

yuan2

Discussion of all the project requirements and queries

Flexibility Check

yuan2

Project Feasibility Analysis

yuan2

Finalizing tentative research programme

yuan2

Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

yuan2

Determination of key drivers, restraints, challenge, and opportunity

yuan2

Identifies market needs and trends

Market Size Estimation & Forecast

yuan2

Estimation of historical data based on secondary and primary data

yuan2

Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

yuan2

Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

yuan2

Consideration of geography, region-specific product/service demand for region segments

yuan2

Consideration of product utilization rates, product demand outlook for segments by application or end-user.

tuBiao1

Data Source

yuan2

Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

yuan2

Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

yuan2

Collection of data

yuan2

Cumulating and collating the essential qualitative and quantitative data

yuan2

Generation of report in client requested format by research analysts

yuan2

Reviews by expert analysts

yuan2

Final quality check

yuan2

Clarifying queries

yuan2

Receiving feedback

yuan2

Ensuring satisfaction

  • yuan01
    liuCheng01

    01 Identification of data

    This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.

  • yuan01
    liuCheng01

    02 Evaluation of Market Dynamic

    This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.

  • yuan01
    liuCheng01

    03 Collection of Data

    This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.

  • yuan01
    liuCheng01

    04 Collaboration of Data

    This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.

  • yuan01
    liuCheng01

    05 Verification and Analysis

    This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

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Companies Mentioned

Amazon Web Services
Blackboard Inc
Blippar
Century Tech Limited
Cerevrum Inc.
CheckiO
Pearson PLC
TrueShelf
Querium Corporation
Knewton.
Cognii Inc.
Google Inc.
Microsoft Corporation
Nuance Communication Inc.
IBM Corporation.
Jenzabar Inc.
Yuguan Information Technology LLC
Pixatel Systems
PleiQ Smart Toys SpA
Quantum Adaptive Learning LLC
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Global Artificial Intelligence (AI) in Higher Education Supply, Demand and Key Producers, 2023-2029

Global Artificial Intelligence (AI) in Higher Education Supply, Demand and Key Producers, 2023-2029

Page: 132

Published Date: 22 Jan 2023

Category: Service & Software

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Description

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Description

The global Artificial Intelligence (AI) in Higher Education market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

With AI, students feel comfortable making the errors necessary for learning, which they would otherwise be hesitant to make in front of their human tutors and peers. AI solutions also provide students with immediate feedback required for improvement, driving the demand of AI in education sector.

This report studies the global Artificial Intelligence (AI) in Higher Education demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Artificial Intelligence (AI) in Higher Education, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Artificial Intelligence (AI) in Higher Education that contribute to its increasing demand across many markets.

Highlights and key features of the study
Global Artificial Intelligence (AI) in Higher Education total market, 2018-2029, (USD Million)
Global Artificial Intelligence (AI) in Higher Education total market by region & country, CAGR, 2018-2029, (USD Million)
U.S. VS China: Artificial Intelligence (AI) in Higher Education total market, key domestic companies and share, (USD Million)
Global Artificial Intelligence (AI) in Higher Education revenue by player and market share 2018-2023, (USD Million)
Global Artificial Intelligence (AI) in Higher Education total market by Type, CAGR, 2018-2029, (USD Million)
Global Artificial Intelligence (AI) in Higher Education total market by Application, CAGR, 2018-2029, (USD Million)
This reports profiles major players in the global Artificial Intelligence (AI) in Higher Education market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Amazon Web Services, Blackboard Inc, Blippar, Century Tech Limited, Cerevrum Inc., CheckiO, Pearson PLC, TrueShelf and Querium Corporation, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Artificial Intelligence (AI) in Higher Education market
Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Artificial Intelligence (AI) in Higher Education Market, By Region:
United States
China
Europe
Japan
South Korea
ASEAN
India
Rest of World

Global Artificial Intelligence (AI) in Higher Education Market, Segmentation by Type
Machine Learning
Deep Learning
Natural Language Processing
Others

Global Artificial Intelligence (AI) in Higher Education Market, Segmentation by Application
Learning Platforms & Virtual Facilitators
Intelligent Tutoring System
Smart Content
Fraud & Risk Management
Others

Companies Profiled:
Amazon Web Services
Blackboard Inc
Blippar
Century Tech Limited
Cerevrum Inc.
CheckiO
Pearson PLC
TrueShelf
Querium Corporation
Knewton.
Cognii Inc.
Google Inc.
Microsoft Corporation
Nuance Communication Inc.
IBM Corporation.
Jenzabar Inc.
Yuguan Information Technology LLC
Pixatel Systems
PleiQ Smart Toys SpA
Quantum Adaptive Learning LLC

Key Questions Answered
1. How big is the global Artificial Intelligence (AI) in Higher Education market?
2. What is the demand of the global Artificial Intelligence (AI) in Higher Education market?
3. What is the year over year growth of the global Artificial Intelligence (AI) in Higher Education market?
4. What is the total value of the global Artificial Intelligence (AI) in Higher Education market?
5. Who are the major players in the global Artificial Intelligence (AI) in Higher Education market?
6. What are the growth factors driving the market demand?
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Table of Contents

1 Supply Summary
1.1 Artificial Intelligence (AI) in Higher Education Introduction
1.2 World Artificial Intelligence (AI) in Higher Education Market Size & Forecast (2018 & 2022 & 2029)
1.3 World Artificial Intelligence (AI) in Higher Education Total Market by Region (by Headquarter Location)
1.3.1 World Artificial Intelligence (AI) in Higher Education Market Size by Region (2018-2029), (by Headquarter Location)
1.3.2 United States Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.3 China Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.4 Europe Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.5 Japan Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.6 South Korea Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.7 ASEAN Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.3.8 India Artificial Intelligence (AI) in Higher Education Market Size (2018-2029)
1.4 Market Drivers, Restraints and Trends
1.4.1 Artificial Intelligence (AI) in Higher Education Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 Artificial Intelligence (AI) in Higher Education Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
1.5.1 Influence of COVID-19
1.5.2 Influence of Russia-Ukraine War

2 Demand Summary
2.1 World Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.2 World Artificial Intelligence (AI) in Higher Education Consumption Value by Region
2.2.1 World Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2018-2023)
2.2.2 World Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Region (2024-2029)
2.3 United States Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.4 China Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.5 Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.6 Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.7 South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.8 ASEAN Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)
2.9 India Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029)

3 World Artificial Intelligence (AI) in Higher Education Companies Competitive Analysis
3.1 World Artificial Intelligence (AI) in Higher Education Revenue by Player (2018-2023)
3.2 Industry Rank and Concentration Rate (CR)
3.2.1 Global Artificial Intelligence (AI) in Higher Education Industry Rank of Major Players
3.2.2 Global Concentration Ratios (CR4) for Artificial Intelligence (AI) in Higher Education in 2022
3.2.3 Global Concentration Ratios (CR8) for Artificial Intelligence (AI) in Higher Education in 2022
3.3 Artificial Intelligence (AI) in Higher Education Company Evaluation Quadrant
3.4 Artificial Intelligence (AI) in Higher Education Market: Overall Company Footprint Analysis
3.4.1 Artificial Intelligence (AI) in Higher Education Market: Region Footprint
3.4.2 Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
3.4.3 Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
3.5 Competitive Environment
3.5.1 Historical Structure of the Industry
3.5.2 Barriers of Market Entry
3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity

4 United States VS China VS Rest of the World (by Headquarter Location)
4.1 United States VS China: Artificial Intelligence (AI) in Higher Education Revenue Comparison (by Headquarter Location)
4.1.1 United States VS China: Artificial Intelligence (AI) in Higher Education Market Size Comparison (2018 & 2022 & 2029) (by Headquarter Location)
4.1.2 United States VS China: Artificial Intelligence (AI) in Higher Education Revenue Market Share Comparison (2018 & 2022 & 2029)
4.2 United States Based Companies VS China Based Companies: Artificial Intelligence (AI) in Higher Education Consumption Value Comparison
4.2.1 United States VS China: Artificial Intelligence (AI) in Higher Education Consumption Value Comparison (2018 & 2022 & 2029)
4.2.2 United States VS China: Artificial Intelligence (AI) in Higher Education Consumption Value Market Share Comparison (2018 & 2022 & 2029)
4.3 United States Based Artificial Intelligence (AI) in Higher Education Companies and Market Share, 2018-2023
4.3.1 United States Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
4.3.2 United States Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023)
4.4 China Based Companies Artificial Intelligence (AI) in Higher Education Revenue and Market Share, 2018-2023
4.4.1 China Based Artificial Intelligence (AI) in Higher Education Companies, Company Headquarters (Province, Country)
4.4.2 China Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023)
4.5 Rest of World Based Artificial Intelligence (AI) in Higher Education Companies and Market Share, 2018-2023
4.5.1 Rest of World Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
4.5.2 Rest of World Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023)

5 Market Analysis by Type
5.1 World Artificial Intelligence (AI) in Higher Education Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
5.2.1 Machine Learning
5.2.2 Deep Learning
5.2.3 Natural Language Processing
5.2.4 Others
5.3 Market Segment by Type
5.3.1 World Artificial Intelligence (AI) in Higher Education Market Size by Type (2018-2023)
5.3.2 World Artificial Intelligence (AI) in Higher Education Market Size by Type (2024-2029)
5.3.3 World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Type (2018-2029)

6 Market Analysis by Application
6.1 World Artificial Intelligence (AI) in Higher Education Market Size Overview by Application: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Application
6.2.1 Learning Platforms & Virtual Facilitators
6.2.2 Intelligent Tutoring System
6.2.3 Smart Content
6.2.4 Fraud & Risk Management
6.2.5 Fraud & Risk Management
6.3 Market Segment by Application
6.3.1 World Artificial Intelligence (AI) in Higher Education Market Size by Application (2018-2023)
6.3.2 World Artificial Intelligence (AI) in Higher Education Market Size by Application (2024-2029)
6.3.3 World Artificial Intelligence (AI) in Higher Education Market Size by Application (2018-2029)

7 Company Profiles
7.1 Amazon Web Services
7.1.1 Amazon Web Services Details
7.1.2 Amazon Web Services Major Business
7.1.3 Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Services
7.1.4 Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.1.5 Amazon Web Services Recent Developments/Updates
7.1.6 Amazon Web Services Competitive Strengths & Weaknesses
7.2 Blackboard Inc
7.2.1 Blackboard Inc Details
7.2.2 Blackboard Inc Major Business
7.2.3 Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Services
7.2.4 Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.2.5 Blackboard Inc Recent Developments/Updates
7.2.6 Blackboard Inc Competitive Strengths & Weaknesses
7.3 Blippar
7.3.1 Blippar Details
7.3.2 Blippar Major Business
7.3.3 Blippar Artificial Intelligence (AI) in Higher Education Product and Services
7.3.4 Blippar Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.3.5 Blippar Recent Developments/Updates
7.3.6 Blippar Competitive Strengths & Weaknesses
7.4 Century Tech Limited
7.4.1 Century Tech Limited Details
7.4.2 Century Tech Limited Major Business
7.4.3 Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Services
7.4.4 Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.4.5 Century Tech Limited Recent Developments/Updates
7.4.6 Century Tech Limited Competitive Strengths & Weaknesses
7.5 Cerevrum Inc.
7.5.1 Cerevrum Inc. Details
7.5.2 Cerevrum Inc. Major Business
7.5.3 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.5.4 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.5.5 Cerevrum Inc. Recent Developments/Updates
7.5.6 Cerevrum Inc. Competitive Strengths & Weaknesses
7.6 CheckiO
7.6.1 CheckiO Details
7.6.2 CheckiO Major Business
7.6.3 CheckiO Artificial Intelligence (AI) in Higher Education Product and Services
7.6.4 CheckiO Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.6.5 CheckiO Recent Developments/Updates
7.6.6 CheckiO Competitive Strengths & Weaknesses
7.7 Pearson PLC
7.7.1 Pearson PLC Details
7.7.2 Pearson PLC Major Business
7.7.3 Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Services
7.7.4 Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.7.5 Pearson PLC Recent Developments/Updates
7.7.6 Pearson PLC Competitive Strengths & Weaknesses
7.8 TrueShelf
7.8.1 TrueShelf Details
7.8.2 TrueShelf Major Business
7.8.3 TrueShelf Artificial Intelligence (AI) in Higher Education Product and Services
7.8.4 TrueShelf Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.8.5 TrueShelf Recent Developments/Updates
7.8.6 TrueShelf Competitive Strengths & Weaknesses
7.9 Querium Corporation
7.9.1 Querium Corporation Details
7.9.2 Querium Corporation Major Business
7.9.3 Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Services
7.9.4 Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.9.5 Querium Corporation Recent Developments/Updates
7.9.6 Querium Corporation Competitive Strengths & Weaknesses
7.10 Knewton.
7.10.1 Knewton. Details
7.10.2 Knewton. Major Business
7.10.3 Knewton. Artificial Intelligence (AI) in Higher Education Product and Services
7.10.4 Knewton. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.10.5 Knewton. Recent Developments/Updates
7.10.6 Knewton. Competitive Strengths & Weaknesses
7.11 Cognii Inc.
7.11.1 Cognii Inc. Details
7.11.2 Cognii Inc. Major Business
7.11.3 Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.11.4 Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.11.5 Cognii Inc. Recent Developments/Updates
7.11.6 Cognii Inc. Competitive Strengths & Weaknesses
7.12 Google Inc.
7.12.1 Google Inc. Details
7.12.2 Google Inc. Major Business
7.12.3 Google Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.12.4 Google Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.12.5 Google Inc. Recent Developments/Updates
7.12.6 Google Inc. Competitive Strengths & Weaknesses
7.13 Microsoft Corporation
7.13.1 Microsoft Corporation Details
7.13.2 Microsoft Corporation Major Business
7.13.3 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Services
7.13.4 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.13.5 Microsoft Corporation Recent Developments/Updates
7.13.6 Microsoft Corporation Competitive Strengths & Weaknesses
7.14 Nuance Communication Inc.
7.14.1 Nuance Communication Inc. Details
7.14.2 Nuance Communication Inc. Major Business
7.14.3 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.14.4 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.14.5 Nuance Communication Inc. Recent Developments/Updates
7.14.6 Nuance Communication Inc. Competitive Strengths & Weaknesses
7.15 IBM Corporation.
7.15.1 IBM Corporation. Details
7.15.2 IBM Corporation. Major Business
7.15.3 IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Services
7.15.4 IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.15.5 IBM Corporation. Recent Developments/Updates
7.15.6 IBM Corporation. Competitive Strengths & Weaknesses
7.16 Jenzabar Inc.
7.16.1 Jenzabar Inc. Details
7.16.2 Jenzabar Inc. Major Business
7.16.3 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Services
7.16.4 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.16.5 Jenzabar Inc. Recent Developments/Updates
7.16.6 Jenzabar Inc. Competitive Strengths & Weaknesses
7.17 Yuguan Information Technology LLC
7.17.1 Yuguan Information Technology LLC Details
7.17.2 Yuguan Information Technology LLC Major Business
7.17.3 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Services
7.17.4 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.17.5 Yuguan Information Technology LLC Recent Developments/Updates
7.17.6 Yuguan Information Technology LLC Competitive Strengths & Weaknesses
7.18 Pixatel Systems
7.18.1 Pixatel Systems Details
7.18.2 Pixatel Systems Major Business
7.18.3 Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Services
7.18.4 Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.18.5 Pixatel Systems Recent Developments/Updates
7.18.6 Pixatel Systems Competitive Strengths & Weaknesses
7.19 PleiQ Smart Toys SpA
7.19.1 PleiQ Smart Toys SpA Details
7.19.2 PleiQ Smart Toys SpA Major Business
7.19.3 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Services
7.19.4 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.19.5 PleiQ Smart Toys SpA Recent Developments/Updates
7.19.6 PleiQ Smart Toys SpA Competitive Strengths & Weaknesses
7.20 Quantum Adaptive Learning LLC
7.20.1 Quantum Adaptive Learning LLC Details
7.20.2 Quantum Adaptive Learning LLC Major Business
7.20.3 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Services
7.20.4 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
7.20.5 Quantum Adaptive Learning LLC Recent Developments/Updates
7.20.6 Quantum Adaptive Learning LLC Competitive Strengths & Weaknesses

8 Industry Chain Analysis
8.1 Artificial Intelligence (AI) in Higher Education Industry Chain
8.2 Artificial Intelligence (AI) in Higher Education Upstream Analysis
8.3 Artificial Intelligence (AI) in Higher Education Midstream Analysis
8.4 Artificial Intelligence (AI) in Higher Education Downstream Analysis

9 Research Findings and Conclusion

10 Appendix
10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer
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Table of Figures

List of Tables
Table 1. World Artificial Intelligence (AI) in Higher Education Revenue by Region (2018, 2022 and 2029) & (USD Million), (by Headquarter Location)
Table 2. World Artificial Intelligence (AI) in Higher Education Revenue by Region (2018-2023) & (USD Million), (by Headquarter Location)
Table 3. World Artificial Intelligence (AI) in Higher Education Revenue by Region (2024-2029) & (USD Million), (by Headquarter Location)
Table 4. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2018-2023), (by Headquarter Location)
Table 5. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2024-2029), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Artificial Intelligence (AI) in Higher Education Consumption Value Growth Rate Forecast by Region (2018 & 2022 & 2029) & (USD Million)
Table 8. World Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2018-2023) & (USD Million)
Table 9. World Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Region (2024-2029) & (USD Million)
Table 10. World Artificial Intelligence (AI) in Higher Education Revenue by Player (2018-2023) & (USD Million)
Table 11. Revenue Market Share of Key Artificial Intelligence (AI) in Higher Education Players in 2022
Table 12. World Artificial Intelligence (AI) in Higher Education Industry Rank of Major Player, Based on Revenue in 2022
Table 13. Global Artificial Intelligence (AI) in Higher Education Company Evaluation Quadrant
Table 14. Head Office of Key Artificial Intelligence (AI) in Higher Education Player
Table 15. Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
Table 16. Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
Table 17. Artificial Intelligence (AI) in Higher Education Mergers & Acquisitions Activity
Table 18. United States VS China Artificial Intelligence (AI) in Higher Education Market Size Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 19. United States VS China Artificial Intelligence (AI) in Higher Education Consumption Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 20. United States Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
Table 21. United States Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023) & (USD Million)
Table 22. United States Based Companies Artificial Intelligence (AI) in Higher Education Revenue Market Share (2018-2023)
Table 23. China Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (Province, Country)
Table 24. China Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023) & (USD Million)
Table 25. China Based Companies Artificial Intelligence (AI) in Higher Education Revenue Market Share (2018-2023)
Table 26. Rest of World Based Artificial Intelligence (AI) in Higher Education Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Artificial Intelligence (AI) in Higher Education Revenue, (2018-2023) & (USD Million)
Table 28. Rest of World Based Companies Artificial Intelligence (AI) in Higher Education Revenue Market Share (2018-2023)
Table 29. World Artificial Intelligence (AI) in Higher Education Market Size by Type, (USD Million), 2018 & 2022 & 2029
Table 30. World Artificial Intelligence (AI) in Higher Education Market Size by Type (2018-2023) & (USD Million)
Table 31. World Artificial Intelligence (AI) in Higher Education Market Size by Type (2024-2029) & (USD Million)
Table 32. World Artificial Intelligence (AI) in Higher Education Market Size by Application, (USD Million), 2018 & 2022 & 2029
Table 33. World Artificial Intelligence (AI) in Higher Education Market Size by Application (2018-2023) & (USD Million)
Table 34. World Artificial Intelligence (AI) in Higher Education Market Size by Application (2024-2029) & (USD Million)
Table 35. Amazon Web Services Basic Information, Area Served and Competitors
Table 36. Amazon Web Services Major Business
Table 37. Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Services
Table 38. Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 39. Amazon Web Services Recent Developments/Updates
Table 40. Amazon Web Services Competitive Strengths & Weaknesses
Table 41. Blackboard Inc Basic Information, Area Served and Competitors
Table 42. Blackboard Inc Major Business
Table 43. Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Services
Table 44. Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 45. Blackboard Inc Recent Developments/Updates
Table 46. Blackboard Inc Competitive Strengths & Weaknesses
Table 47. Blippar Basic Information, Area Served and Competitors
Table 48. Blippar Major Business
Table 49. Blippar Artificial Intelligence (AI) in Higher Education Product and Services
Table 50. Blippar Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 51. Blippar Recent Developments/Updates
Table 52. Blippar Competitive Strengths & Weaknesses
Table 53. Century Tech Limited Basic Information, Area Served and Competitors
Table 54. Century Tech Limited Major Business
Table 55. Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Services
Table 56. Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 57. Century Tech Limited Recent Developments/Updates
Table 58. Century Tech Limited Competitive Strengths & Weaknesses
Table 59. Cerevrum Inc. Basic Information, Area Served and Competitors
Table 60. Cerevrum Inc. Major Business
Table 61. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 62. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 63. Cerevrum Inc. Recent Developments/Updates
Table 64. Cerevrum Inc. Competitive Strengths & Weaknesses
Table 65. CheckiO Basic Information, Area Served and Competitors
Table 66. CheckiO Major Business
Table 67. CheckiO Artificial Intelligence (AI) in Higher Education Product and Services
Table 68. CheckiO Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 69. CheckiO Recent Developments/Updates
Table 70. CheckiO Competitive Strengths & Weaknesses
Table 71. Pearson PLC Basic Information, Area Served and Competitors
Table 72. Pearson PLC Major Business
Table 73. Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Services
Table 74. Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 75. Pearson PLC Recent Developments/Updates
Table 76. Pearson PLC Competitive Strengths & Weaknesses
Table 77. TrueShelf Basic Information, Area Served and Competitors
Table 78. TrueShelf Major Business
Table 79. TrueShelf Artificial Intelligence (AI) in Higher Education Product and Services
Table 80. TrueShelf Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 81. TrueShelf Recent Developments/Updates
Table 82. TrueShelf Competitive Strengths & Weaknesses
Table 83. Querium Corporation Basic Information, Area Served and Competitors
Table 84. Querium Corporation Major Business
Table 85. Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Services
Table 86. Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 87. Querium Corporation Recent Developments/Updates
Table 88. Querium Corporation Competitive Strengths & Weaknesses
Table 89. Knewton. Basic Information, Area Served and Competitors
Table 90. Knewton. Major Business
Table 91. Knewton. Artificial Intelligence (AI) in Higher Education Product and Services
Table 92. Knewton. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 93. Knewton. Recent Developments/Updates
Table 94. Knewton. Competitive Strengths & Weaknesses
Table 95. Cognii Inc. Basic Information, Area Served and Competitors
Table 96. Cognii Inc. Major Business
Table 97. Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 98. Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 99. Cognii Inc. Recent Developments/Updates
Table 100. Cognii Inc. Competitive Strengths & Weaknesses
Table 101. Google Inc. Basic Information, Area Served and Competitors
Table 102. Google Inc. Major Business
Table 103. Google Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 104. Google Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 105. Google Inc. Recent Developments/Updates
Table 106. Google Inc. Competitive Strengths & Weaknesses
Table 107. Microsoft Corporation Basic Information, Area Served and Competitors
Table 108. Microsoft Corporation Major Business
Table 109. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Services
Table 110. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 111. Microsoft Corporation Recent Developments/Updates
Table 112. Microsoft Corporation Competitive Strengths & Weaknesses
Table 113. Nuance Communication Inc. Basic Information, Area Served and Competitors
Table 114. Nuance Communication Inc. Major Business
Table 115. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 116. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 117. Nuance Communication Inc. Recent Developments/Updates
Table 118. Nuance Communication Inc. Competitive Strengths & Weaknesses
Table 119. IBM Corporation. Basic Information, Area Served and Competitors
Table 120. IBM Corporation. Major Business
Table 121. IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Services
Table 122. IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 123. IBM Corporation. Recent Developments/Updates
Table 124. IBM Corporation. Competitive Strengths & Weaknesses
Table 125. Jenzabar Inc. Basic Information, Area Served and Competitors
Table 126. Jenzabar Inc. Major Business
Table 127. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Services
Table 128. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 129. Jenzabar Inc. Recent Developments/Updates
Table 130. Jenzabar Inc. Competitive Strengths & Weaknesses
Table 131. Yuguan Information Technology LLC Basic Information, Area Served and Competitors
Table 132. Yuguan Information Technology LLC Major Business
Table 133. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Services
Table 134. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 135. Yuguan Information Technology LLC Recent Developments/Updates
Table 136. Yuguan Information Technology LLC Competitive Strengths & Weaknesses
Table 137. Pixatel Systems Basic Information, Area Served and Competitors
Table 138. Pixatel Systems Major Business
Table 139. Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Services
Table 140. Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 141. Pixatel Systems Recent Developments/Updates
Table 142. Pixatel Systems Competitive Strengths & Weaknesses
Table 143. PleiQ Smart Toys SpA Basic Information, Area Served and Competitors
Table 144. PleiQ Smart Toys SpA Major Business
Table 145. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Services
Table 146. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 147. PleiQ Smart Toys SpA Recent Developments/Updates
Table 148. Quantum Adaptive Learning LLC Basic Information, Area Served and Competitors
Table 149. Quantum Adaptive Learning LLC Major Business
Table 150. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Services
Table 151. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 152. Global Key Players of Artificial Intelligence (AI) in Higher Education Upstream (Raw Materials)
Table 153. Artificial Intelligence (AI) in Higher Education Typical Customers
List of Figure
Figure 1. Artificial Intelligence (AI) in Higher Education Picture
Figure 2. World Artificial Intelligence (AI) in Higher Education Total Market Size: 2018 & 2022 & 2029, (USD Million)
Figure 3. World Artificial Intelligence (AI) in Higher Education Total Market Size (2018-2029) & (USD Million)
Figure 4. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2018, 2022 and 2029) & (USD Million) , (by Headquarter Location)
Figure 5. World Artificial Intelligence (AI) in Higher Education Revenue Market Share by Region (2018-2029), (by Headquarter Location)
Figure 6. United States Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 7. China Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 8. Europe Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 9. Japan Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 10. South Korea Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 11. ASEAN Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 12. India Based Company Artificial Intelligence (AI) in Higher Education Revenue (2018-2029) & (USD Million)
Figure 13. Artificial Intelligence (AI) in Higher Education Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 16. World Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2018-2029)
Figure 17. United States Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 18. China Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 19. Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 20. Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 21. South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 22. ASEAN Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 23. India Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
Figure 24. Producer Shipments of Artificial Intelligence (AI) in Higher Education by Player Revenue ($MM) and Market Share (%): 2022
Figure 25. Global Four-firm Concentration Ratios (CR4) for Artificial Intelligence (AI) in Higher Education Markets in 2022
Figure 26. Global Four-firm Concentration Ratios (CR8) for Artificial Intelligence (AI) in Higher Education Markets in 2022
Figure 27. United States VS China: Artificial Intelligence (AI) in Higher Education Revenue Market Share Comparison (2018 & 2022 & 2029)
Figure 28. United States VS China: Artificial Intelligence (AI) in Higher Education Consumption Value Market Share Comparison (2018 & 2022 & 2029)
Figure 29. World Artificial Intelligence (AI) in Higher Education Market Size by Type, (USD Million), 2018 & 2022 & 2029
Figure 30. World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Type in 2022
Figure 31. Machine Learning
Figure 32. Deep Learning
Figure 33. Natural Language Processing
Figure 34. Others
Figure 35. World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Type (2018-2029)
Figure 36. World Artificial Intelligence (AI) in Higher Education Market Size by Application, (USD Million), 2018 & 2022 & 2029
Figure 37. World Artificial Intelligence (AI) in Higher Education Market Size Market Share by Application in 2022
Figure 38. Learning Platforms & Virtual Facilitators
Figure 39. Intelligent Tutoring System
Figure 40. Smart Content
Figure 41. Fraud & Risk Management
Figure 42. Others
Figure 43. Artificial Intelligence (AI) in Higher Education Industrial Chain
Figure 44. Methodology
Figure 45. Research Process and Data Source
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Research Methodology

Client Requirements

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Review and analyze client requirements

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Discussion of all the project requirements and queries

Flexibility Check

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Project Feasibility Analysis

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Finalizing tentative research programme

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Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

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Determination of key drivers, restraints, challenge, and opportunity

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Identifies market needs and trends

Market Size Estimation & Forecast

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Estimation of historical data based on secondary and primary data

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Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

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Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

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Consideration of geography, region-specific product/service demand for region segments

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Consideration of product utilization rates, product demand outlook for segments by application or end-user.

tuBiao1

Data Source

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Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

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Discussion of all the project requirements and queries

Validation and triangulation of secondary and primary source.

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Collection of data

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Cumulating and collating the essential qualitative and quantitative data

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Generation of report in client requested format by research analysts

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Reviews by expert analysts

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Final quality check

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Clarifying queries

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Receiving feedback

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Ensuring satisfaction

  • yuan01
    liuCheng01

    01 Identification of data

    This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.

  • yuan01
    liuCheng01

    02 Evaluation of Market Dynamic

    This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.

  • yuan01
    liuCheng01

    03 Collection of Data

    This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.

  • yuan01
    liuCheng01

    04 Collaboration of Data

    This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.

  • yuan01
    liuCheng01

    05 Verification and Analysis

    This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

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Companies Mentioned

Amazon Web Services
Blackboard Inc
Blippar
Century Tech Limited
Cerevrum Inc.
CheckiO
Pearson PLC
TrueShelf
Querium Corporation
Knewton.
Cognii Inc.
Google Inc.
Microsoft Corporation
Nuance Communication Inc.
IBM Corporation.
Jenzabar Inc.
Yuguan Information Technology LLC
Pixatel Systems
PleiQ Smart Toys SpA
Quantum Adaptive Learning LLC
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