1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 Machine Learning
1.2.3 Deep Learning
1.2.4 Natural Language Processing
1.2.5 Others
1.3 Market by Application
1.3.1 Global Artificial Intelligence (AI) in Higher Education Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 Learning Platforms & Virtual Facilitators
1.3.3 Intelligent Tutoring System
1.3.4 Smart Content
1.3.5 Fraud & Risk Management
1.3.6 Others
1.4 Study Objectives
1.5 Years Considered 2 Global Growth Trends
2.1 Global Artificial Intelligence (AI) in Higher Education Market Perspective (2017-2028)
2.2 Artificial Intelligence (AI) in Higher Education Growth Trends by Region
2.2.1 Artificial Intelligence (AI) in Higher Education Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Artificial Intelligence (AI) in Higher Education Historic Market Size by Region (2017-2022)
2.2.3 Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Region (2023-2028)
2.3 Artificial Intelligence (AI) in Higher Education Market Dynamics
2.3.1 Artificial Intelligence (AI) in Higher Education Industry Trends
2.3.2 Artificial Intelligence (AI) in Higher Education Market Drivers
2.3.3 Artificial Intelligence (AI) in Higher Education Market Challenges
2.3.4 Artificial Intelligence (AI) in Higher Education Market Restraints 3 Competition Landscape by Key Players
3.1 Global Top Artificial Intelligence (AI) in Higher Education Players by Revenue
3.1.1 Global Top Artificial Intelligence (AI) in Higher Education Players by Revenue (2017-2022)
3.1.2 Global Artificial Intelligence (AI) in Higher Education Revenue Market Share by Players (2017-2022)
3.2 Global Artificial Intelligence (AI) in Higher Education Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Artificial Intelligence (AI) in Higher Education Revenue
3.4 Global Artificial Intelligence (AI) in Higher Education Market Concentration Ratio
3.4.1 Global Artificial Intelligence (AI) in Higher Education Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) in Higher Education Revenue in 2021
3.5 Artificial Intelligence (AI) in Higher Education Key Players Head office and Area Served
3.6 Key Players Artificial Intelligence (AI) in Higher Education Product Solution and Service
3.7 Date of Enter into Artificial Intelligence (AI) in Higher Education Market
3.8 Mergers & Acquisitions, Expansion Plans 4 Artificial Intelligence (AI) in Higher Education Breakdown Data by Type
4.1 Global Artificial Intelligence (AI) in Higher Education Historic Market Size by Type (2017-2022)
4.2 Global Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Type (2023-2028) 5 Artificial Intelligence (AI) in Higher Education Breakdown Data by Application
5.1 Global Artificial Intelligence (AI) in Higher Education Historic Market Size by Application (2017-2022)
5.2 Global Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Application (2023-2028) 6 North America
6.1 North America Artificial Intelligence (AI) in Higher Education Market Size (2017-2028)
6.2 North America Artificial Intelligence (AI) in Higher Education Market Size by Country (2017-2022)
6.3 North America Artificial Intelligence (AI) in Higher Education Market Size by Country (2023-2028)
6.4 United States
6.5 Canada 7 Europe
7.1 Europe Artificial Intelligence (AI) in Higher Education Market Size (2017-2028)
7.2 Europe Artificial Intelligence (AI) in Higher Education Market Size by Country (2017-2022)
7.3 Europe Artificial Intelligence (AI) in Higher Education Market Size by Country (2023-2028)
7.4 Germany
7.5 France
7.6 U.K.
7.7 Italy
7.8 Russia
7.9 Nordic Countries 8 Asia-Pacific
8.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size (2017-2028)
8.2 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Country (2017-2022)
8.3 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Country (2023-2028)
8.4 China
8.5 Japan
8.6 South Korea
8.7 Southeast Asia
8.8 India
8.9 Australia 9 Latin America
9.1 Latin America Artificial Intelligence (AI) in Higher Education Market Size (2017-2028)
9.2 Latin America Artificial Intelligence (AI) in Higher Education Market Size by Country (2017-2022)
9.3 Latin America Artificial Intelligence (AI) in Higher Education Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil 10 Middle East & Africa
10.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size (2017-2028)
10.2 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country (2017-2022)
10.3 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE 11 Key Players Profiles
11.1 Amazon Web Services
11.1.1 Amazon Web Services Company Detail
11.1.2 Amazon Web Services Business Overview
11.1.3 Amazon Web Services Artificial Intelligence (AI) in Higher Education Introduction
11.1.4 Amazon Web Services Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.1.5 Amazon Web Services Recent Development
11.2 Blackboard Inc
11.2.1 Blackboard Inc Company Detail
11.2.2 Blackboard Inc Business Overview
11.2.3 Blackboard Inc Artificial Intelligence (AI) in Higher Education Introduction
11.2.4 Blackboard Inc Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.2.5 Blackboard Inc Recent Development
11.3 Blippar
11.3.1 Blippar Company Detail
11.3.2 Blippar Business Overview
11.3.3 Blippar Artificial Intelligence (AI) in Higher Education Introduction
11.3.4 Blippar Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.3.5 Blippar Recent Development
11.4 Century Tech Limited
11.4.1 Century Tech Limited Company Detail
11.4.2 Century Tech Limited Business Overview
11.4.3 Century Tech Limited Artificial Intelligence (AI) in Higher Education Introduction
11.4.4 Century Tech Limited Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.4.5 Century Tech Limited Recent Development
11.5 Cerevrum Inc.
11.5.1 Cerevrum Inc. Company Detail
11.5.2 Cerevrum Inc. Business Overview
11.5.3 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.5.4 Cerevrum Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.5.5 Cerevrum Inc. Recent Development
11.6 CheckiO
11.6.1 CheckiO Company Detail
11.6.2 CheckiO Business Overview
11.6.3 CheckiO Artificial Intelligence (AI) in Higher Education Introduction
11.6.4 CheckiO Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.6.5 CheckiO Recent Development
11.7 Pearson PLC
11.7.1 Pearson PLC Company Detail
11.7.2 Pearson PLC Business Overview
11.7.3 Pearson PLC Artificial Intelligence (AI) in Higher Education Introduction
11.7.4 Pearson PLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.7.5 Pearson PLC Recent Development
11.8 TrueShelf
11.8.1 TrueShelf Company Detail
11.8.2 TrueShelf Business Overview
11.8.3 TrueShelf Artificial Intelligence (AI) in Higher Education Introduction
11.8.4 TrueShelf Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.8.5 TrueShelf Recent Development
11.9 Querium Corporation
11.9.1 Querium Corporation Company Detail
11.9.2 Querium Corporation Business Overview
11.9.3 Querium Corporation Artificial Intelligence (AI) in Higher Education Introduction
11.9.4 Querium Corporation Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.9.5 Querium Corporation Recent Development
11.10 Knewton.
11.10.1 Knewton. Company Detail
11.10.2 Knewton. Business Overview
11.10.3 Knewton. Artificial Intelligence (AI) in Higher Education Introduction
11.10.4 Knewton. Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.10.5 Knewton. Recent Development
11.11 Cognii Inc.
11.11.1 Cognii Inc. Company Detail
11.11.2 Cognii Inc. Business Overview
11.11.3 Cognii Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.11.4 Cognii Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.11.5 Cognii Inc. Recent Development
11.12 Google Inc.
11.12.1 Google Inc. Company Detail
11.12.2 Google Inc. Business Overview
11.12.3 Google Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.12.4 Google Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.12.5 Google Inc. Recent Development
11.13 Microsoft Corporation
11.13.1 Microsoft Corporation Company Detail
11.13.2 Microsoft Corporation Business Overview
11.13.3 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Introduction
11.13.4 Microsoft Corporation Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.13.5 Microsoft Corporation Recent Development
11.14 Nuance Communication Inc.
11.14.1 Nuance Communication Inc. Company Detail
11.14.2 Nuance Communication Inc. Business Overview
11.14.3 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.14.4 Nuance Communication Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.14.5 Nuance Communication Inc. Recent Development
11.15 IBM Corporation.
11.15.1 IBM Corporation. Company Detail
11.15.2 IBM Corporation. Business Overview
11.15.3 IBM Corporation. Artificial Intelligence (AI) in Higher Education Introduction
11.15.4 IBM Corporation. Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.15.5 IBM Corporation. Recent Development
11.16 Jenzabar Inc.
11.16.1 Jenzabar Inc. Company Detail
11.16.2 Jenzabar Inc. Business Overview
11.16.3 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.16.4 Jenzabar Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.16.5 Jenzabar Inc. Recent Development
11.17 Yuguan Information Technology LLC
11.17.1 Yuguan Information Technology LLC Company Detail
11.17.2 Yuguan Information Technology LLC Business Overview
11.17.3 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Introduction
11.17.4 Yuguan Information Technology LLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.17.5 Yuguan Information Technology LLC Recent Development
11.18 Pixatel Systems
11.18.1 Pixatel Systems Company Detail
11.18.2 Pixatel Systems Business Overview
11.18.3 Pixatel Systems Artificial Intelligence (AI) in Higher Education Introduction
11.18.4 Pixatel Systems Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.18.5 Pixatel Systems Recent Development
11.19 PleiQ Smart Toys SpA
11.19.1 PleiQ Smart Toys SpA Company Detail
11.19.2 PleiQ Smart Toys SpA Business Overview
11.19.3 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Introduction
11.19.4 PleiQ Smart Toys SpA Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.19.5 PleiQ Smart Toys SpA Recent Development
11.20 Quantum Adaptive Learning LLC
11.20.1 Quantum Adaptive Learning LLC Company Detail
11.20.2 Quantum Adaptive Learning LLC Business Overview
11.20.3 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Introduction
11.20.4 Quantum Adaptive Learning LLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2017-2022)
11.20.5 Quantum Adaptive Learning LLC Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
