教育産業におけるAI(人工知能)の世界市場予測(~2023年)

◆英語タイトル:AI in Education Market by Technology (Deep Learning and ML, NLP), Application (Virtual Facilitators and Learning Environments, ITS, CDS, Fraud and Risk Management), Component (Solutions, Services), Deployment, End-User, and Region - Global Forecast to 2023
◆発行会社/調査会社:MarketsandMarkets
◆商品コード:TC6243
◆発行日:2018年5月3日
◆調査対象地域:グローバル
◆産業分野:IT・通信
◆ページ数:152
◆レポート言語:英語
◆レポート形式:PDF
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MarketsandMarketsが発行した当調査レポートでは、教育産業におけるAI(人工知能)の世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、AI技術別分析、アプリケーション別分析、構成要素別分析、地域別分析、教育産業におけるAI(人工知能)の世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。
*** レポート概要(サマリー)***

The Artificial Intelligence (AI) in education market is expected to grow at a CAGR of 47.0% during the forecast period.MarketsandMarkets forecasts the global AI in education market to grow from USD 537.3 million in 2018 to USD 3,683.5 million by 2023, at a Compound Annual Growth Rate (CAGR) of 47.0% during the forecast period. The increasing adoption of the AI technology for various applications in the education sector and growing need for multilingual translators integrated with the AI technology to enhance teachers’ and students’ experience and improve their knowledge are expected to drive the growth of the AI in education market. Whereas the slow digitization rate is affecting the adoption of the AI technology in the emerging countries. This factor is expected to act as a restraint for the growth of the market.
The machine learning and deep learning technology segment is expected to have the larger market size during the forecast period.
Based on technologies, the AI in education market is divided into machine learning and deep learning, and Natural Language Processing (NLP). The machine learning and deep learning technology segment is expected to have the larger market size during the forecast period.
The machine learning and deep learning technology offers a systematic way to analyze the progress of students from their performance data. This technology is becoming crucial for understanding educational patterns and suggesting changes and reforms to classrooms and teaching methods.
The solutions segment is expected to have the largest market size during the forecast period.
Based on components, the AI in education market is divided into solutions and services. The solutions segment is further divided into software tools and platforms. Whereas the services segment is classified into professional services and managed services. Among solutions, the software tools segment is expected to have the larger market size during the forecast period. Software tools are used in various educational applications to analyze the hidden patterns from students’ data for predicting the outcome of various problems.
North America is expected to have the largest market size during the forecast period.
In terms of regions, North America is expected to have the largest market size in the AI in education market during the forecast period. North America has shown growth potential due to the increasing investments in the region and various initiatives taken by AI solution providers. The region is expected to witness a considerable growth during the forecast period. In the North American region, various universities and schools have started deploying AI-powered solutions to enhance the overall learning experience and meet the changing demands of learners and teachers.
In-depth interviews were conducted with Chief Executive Officers (CEOs), marketing directors, innovation and technology directors, and executives from various key organizations operating in the AI in education market.
 By Company Type: Tier I: 24%, Tier II: 40%, and Tier III: 36%
 By Designation: C-Level: 28%, Director Level: 34%, and Others: 38%
 By Region: North America: 38%, EMEA: 32%, and APAC: 30%
The report includes the study of the key players who offer AI in education solutions and services. These players include IBM (US), Microsoft (US), Bridge-U (UK), DreamBox Learning (US), Fishtree (US), Jellynote (France), Jenzabar (US), Knewton (US), Metacog (US), Querium Corporation (US), Google (US), AWS (US), Cognizant (US), Carnegie Learning (US), Century-Tech (UK), Cognii (US), Elemental Path (US), Liulishuo (China), Nuance Communications (US), Osmo (US), Pearson (UK), Third Space Learning (UK), Quantum Adaptive Learning (US), ALEKS (US), and Blackboard (US). The report also includes the in-depth competitive analysis of these key AI in education market players along with their company profiles that include business overviews, product offerings, recent developments, and market strategies.
Research Coverage
The AI in education market is segmented on the basis of technologies, applications, components (solutions and services), deployment modes, end-users, and regions. The technology segment of the AI in education market includes machine learning and deep learning, and NLP. The application segment includes virtual facilitators and learning environments, Intelligent Tutoring System (ITS), content delivery systems, fraud and risk management, and others (education data management, job recommendation, and training and development). On the basis of components, the solutions segment includes software tools and platforms, while the services segment includes professional services and managed services. The end-user segment comprises educational institutes, educational publishers, and others (Massive Open Online Courses (MOOCs), Virtual Learning Environments (VLEs), computer-based tests, adaptive learning, and immersive learning). On the basis of deployment modes, the AI in education market is divided into cloud and on-premises deployment modes. Based on regions, the AI in education market is segmented into North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America.
The report would help the market leaders and new entrants in the AI in education market in the following ways:
1. The report segments the market into various subsegments, hence it covers the market comprehensively. The report provides the closest approximations of the revenue numbers for the overall market and its subsegments. The market numbers are further split across various verticals and regions.
2. The report helps in understanding the overall growth of the market. It provides information on the key market drivers, restraints, challenges, and opportunities.
3. The report helps stakeholders in understanding their competitors better and gaining more insights to strengthen their positions in the market. The study also presents the positioning of the key players based on their product offerings and business strategies.

*** レポート目次(コンテンツ)***

TABLE OF CONTENTS

1 INTRODUCTION 17
1.1 OBJECTIVES OF THE STUDY 17
1.2 MARKET DEFINITION 17
1.3 MARKET SCOPE 18
1.4 YEARS CONSIDERED FOR THE STUDY 19
1.5 CURRENCY 19
1.6 STAKEHOLDERS 19
2 RESEARCH METHODOLOGY 20
2.1 RESEARCH DATA 20
2.1.1 SECONDARY DATA 21
2.1.2 PRIMARY DATA 21
2.1.2.1 Breakdown of primaries 21
2.1.2.2 Key industry insights 22
2.2 MARKET SIZE ESTIMATION 23
2.2.1 BOTTOM-UP APPROACH 23
2.2.2 TOP-DOWN APPROACH 24
2.3 RESEARCH ASSUMPTIONS 24
2.4 LIMITATIONS 25
3 EXECUTIVE SUMMARY 26
4 PREMIUM INSIGHTS 31
4.1 ATTRACTIVE OPPORTUNITIES IN THE AI IN EDUCATION MARKET 31
4.2 AI IN EDUCATION MARKET: TOP 3 APPLICATIONS 31
4.3 AI IN EDUCATION MARKET, TOP 3 APPLICATIONS AND REGIONS 32
4.4 AI IN EDUCATION MARKET POTENTIAL, BY REGION 32
4.5 AI IN EDUCATION MARKET BY DEPLOYMENT 33
4.6 AI IN EDUCATION MARKET, BY REGION 33
5 MARKET OVERVIEW AND INDUSTRY TRENDS 35
5.1 INTRODUCTION 35
5.2 MARKET DYNAMICS 35
5.2.1 DRIVERS 36
5.2.1.1 AI technology enhancing and improving teachers’ and students’ experience and knowledge level 36
5.2.1.2 Increasing adoption of the AI technology for various applications in the education sector 36
5.2.1.3 Growing need for multilingual translators integrated with the AI technology 36
5.2.2 RESTRAINTS 36
5.2.2.1 Slow digitalization rate affecting the adoption of the AI technology in emerging economies 36
5.2.3 OPPORTUNITIES 37
5.2.3.1 Increasing investments in the education sector 37
5.2.3.2 Growing demand of the AI technology for enhancing education systems 37
5.2.4 CHALLENGES 37
5.2.4.1 Lack of appropriateness of AI-enabled assessment processes 37
5.2.4.2 Insufficient skills of students and teachers 37
5.3 USE CASES AND REGULATORY IMPLICATIONS 38
5.3.1 INTRODUCTION 38
5.3.2 AI IN EDUCATION MARKET: USE CASES 38
5.3.2.1 Use case: Scenario 1 38
5.3.2.2 Use case: Scenario 2 38
5.3.2.3 Use case: Scenario 3 38
5.3.2.4 Use case: Scenario 4 39
5.4 REGULATORY IMPLICATIONS 39
5.4.1 INTRODUCTION 39
5.4.2 RIGHT TO EDUCATION 39
5.4.3 NATIONAL SCIENCE EDUCATION STANDARDS 39
5.4.4 INTERNATIONAL STANDARD CLASSIFICATION OF EDUCATION 39
5.4.5 EUROPEAN NETWORK FOR QUALITY ASSURANCE IN HIGHER EDUCATION 39
5.4.6 AUSTRALIAN EDUCATION ACT 40
5.4.7 EDUCATION SERVICES FOR OVERSEAS STUDENTS ACT (ESOS) 40
5.4.8 FUNDAMENTAL LAW OF EDUCATION 40
5.4.9 COMPULSORY EDUCATION LAW OF THE PEOPLE’S REPUBLIC OF CHINA 40
5.4.10 SOUTH AFRICAN SCHOOLS ACT, NO. 84 OF 1996 40
5.4.11 THE EDUCATION ACT 2011 40
5.4.12 EVERY STUDENT SUCCEEDS ACT 40
6 EDUCATIONAL MODELS 41
6.1 INTRODUCTION 41
6.2 LEARNER MODEL 41
6.3 PEDAGOGICAL MODEL 41
6.4 DOMAIN MODEL 41
7 AI IN EDUCATION MARKET, BY TECHNOLOGY 42
7.1 INTRODUCTION 43
7.2 MACHINE LEARNING AND DEEP LEARNING 44
7.3 NATURAL LANGUAGE PROCESSING 45

8 AI IN EDUCATION MARKET, BY APPLICATION 46
8.1 INTRODUCTION 47
8.2 VIRTUAL FACILITATORS AND LEARNING ENVIRONMENTS 48
8.3 INTELLIGENT TUTORING SYSTEMS 48
8.4 CONTENT DELIVERY SYSTEMS 49
8.5 FRAUD AND RISK MANAGEMENT 50
8.6 OTHERS 51
9 AI IN EDUCATION MARKET, BY COMPONENT 52
9.1 INTRODUCTION 53
9.2 SOLUTIONS 54
9.2.1 SOFTWARE TOOLS 55
9.2.2 PLATFORMS 56
9.3 SERVICES 57
9.3.1 PROFESSIONAL SERVICES 57
9.3.2 MANAGED SERVICES 58
10 AI IN EDUCATION MARKET, BY DEPLOYMENT MODE 59
10.1 INTRODUCTION 60
10.2 CLOUD 61
10.3 ON-PREMISES 62
11 AI IN EDUCATION MARKET, BY END-USER 63
11.1 INTRODUCTION 64
11.2 EDUCATIONAL INSTITUTES 65
11.3 EDUCATIONAL PUBLISHERS 66
11.4 OTHERS 66
12 GEOGRAPHIC ANALYSIS 68
12.1 INTRODUCTION 69
12.2 NORTH AMERICA 71
12.2.1 UNITED STATES 72
12.2.2 CANADA 72
12.3 EUROPE 76
12.3.1 UNITED KINGDOM 77
12.3.2 GERMANY 78
12.3.3 SWITZERLAND 78
12.3.4 REST OF EUROPE 78
12.4 ASIA PACIFIC 81
12.4.1 CHINA 83
12.4.2 JAPAN 83
12.4.3 SINGAPORE 83
12.4.4 REST OF APAC 83
12.5 LATIN AMERICA 87
12.5.1 BRAZIL 88
12.5.2 MEXICO 88
12.5.3 REST OF LATIN AMERICA 88
12.6 MIDDLE EAST AND AFRICA 92
12.6.1 UNITED ARAB EMIRATES 92
12.6.2 SOUTH AFRICA 92
12.6.3 QATAR 92
12.6.4 REST OF MEA 93
13 COMPETITIVE LANDSCAPE 97
13.1 OVERVIEW 97
13.2 TOP PLAYERS OPERATING IN THE AI IN EDUCATION MARKET 98
13.3 COMPETITIVE SCENARIO 99
13.3.1 NEW PRODUCT/SERVICE LAUNCHES AND PRODUCT/SERVICE ENHANCEMENTS 99
13.3.2 AGREEMENTS AND PARTNERSHIPS 100
13.3.3 ACQUISITIONS 101
14 COMPANY PROFILES 102
14.1 INTRODUCTION 102
(Business overview, Solutions offered, Recent developments, SWOT analysis, AND MNM view)*
14.2 GOOGLE 103
14.3 IBM 106
14.4 PEARSON 109
14.5 MICROSOFT 112
14.6 AWS 115
14.7 NUANCE COMMUNICATIONS 117
14.8 COGNIZANT 120
14.9 OSMO 123
14.10 QUANTUM ADAPTIVE LEARNING 124
14.11 QUERIUM CORPORATION 125
14.12 THIRD SPACE LEARNING 127
14.13 ALEKS 128
14.14 BLACKBOARD 129
14.15 BRIDGEU 130
14.16 CARNEGIE LEARNING 131
14.17 CENTURY 132
14.18 COGNII 133
14.19 DREAMBOX LEARNING 134
14.20 ELEMENTAL PATH 135
14.21 FISHTREE 136
14.22 JELLYNOTE 137
14.23 JENZABAR 138
14.24 KNEWTON 139
14.25 LUILISHUO 140
14.26 METACOG 141
*Details on Business overview, Solutions offered, Recent developments, SWOT analysis, AND MNM view might not be captured in case of unlisted companies.
15 APPENDIX 142
15.1 INDUSTRY EXCERPTS 142
15.2 DISCUSSION GUIDE 143
15.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 148
15.4 AVAILABLE CUSTOMIZATIONS 150
15.5 RELATED REPORTS 150
15.6 AUTHOR DETAILS 151

LIST OF TABLES

TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2015–2017 19
TABLE 2 GLOBAL AI IN EDUCATION MARKET SIZE AND GROWTH RATE, 2016–2023 27
TABLE 3 AI IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2016–2023 (USD MILLION) 43
TABLE 4 MACHINE LEARNING AND DEEP LEARNING: AI IN EDUCATION MARKET SIZE,
BY REGION, 2016–2023 (USD MILLION) 44
TABLE 5 NATURAL LANGUAGE PROCESSING: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 45
TABLE 6 AI IN EDUCATION MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 47
TABLE 7 VIRTUAL FACILITATORS AND LEARNING ENVIRONMENTS: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 48
TABLE 8 INTELLIGENT TUTORING SYSTEMS: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 49
TABLE 9 CONTENT DELIVERY SYSTEMS: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 50
TABLE 10 FRAUD AND RISK MANAGEMENT: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 50
TABLE 11 OTHERS: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 51
TABLE 12 AI IN EDUCATION MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 53
TABLE 13 SOLUTIONS: AI IN EDUCATION MARKET SIZE, BY TYPE, 2016–2023 (USD MILLION) 54
TABLE 14 SOFTWARE TOOLS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 55
TABLE 15 PLATFORMS MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 56
TABLE 16 SERVICES: AI IN EDUCATION MARKET SIZE, BY TYPE, 2016–2023 (USD MILLION) 57
TABLE 17 PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 58
TABLE 18 MANAGED SERVICES MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 58
TABLE 19 AI IN EDUCATION MARKET SIZE, BY DEPLOYMENT MODE,
2016–2023 (USD MILLION) 60
TABLE 20 CLOUD: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 61
TABLE 21 ON-PREMISES: AI IN EDUCATION MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 62
TABLE 22 AI IN EDUCATION MARKET SIZE, BY END-USER, 2016–2023 (USD MILLION) 64
TABLE 23 EDUCATIONAL INSTITUTES: AI IN EDUCATION MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 65
TABLE 24 EDUCATIONAL PUBLISHERS: AI IN EDUCATION MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 66
TABLE 25 OTHERS: AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 67
TABLE 26 AI IN EDUCATION MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 70
TABLE 27 INTERNET USERS IN NORTH AMERICA, 2017–2023 (MILLION) 73
TABLE 28 MOBILE CONNECTIONS IN NORTH AMERICA, 2017–2023 (MILLION) 73
TABLE 29 SMARTPHONE USERS IN NORTH AMERICA, 2017–2023 (MILLION) 73
TABLE 30 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 73
TABLE 31 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY TECHNOLOGY,
2016–2023 (USD MILLION) 74
TABLE 32 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY APPLICATION,
2016–2023 (USD MILLION) 74
TABLE 33 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 75
TABLE 34 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY SOLUTION,
2016–2023 (USD MILLION) 75
TABLE 35 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 75
TABLE 36 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY DEPLOYMENT MODE, 2016–2023 (USD MILLION) 76
TABLE 37 NORTH AMERICA: AI IN EDUCATION MARKET SIZE, BY END-USER,
2016–2023 (USD MILLION) 76
TABLE 38 INTERNET USERS IN EUROPE REGION, 2017-2022 (MILLION) 78
TABLE 39 MOBILE CONNECTIONS IN EUROPE REGION, 2017-2022 (MILLION) 78
TABLE 40 SMARTHPHONE USERS IN EUROPE REGION, 2017-2022 (MILLION) 78
TABLE 41 EUROPE: AI IN EDUCATION MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 79
TABLE 42 EUROPE: AI IN EDUCATION MARKET SIZE, BY TECHNOLOGY,
2016–2023 (USD MILLION) 79
TABLE 43 EUROPE: AI IN EDUCATION MARKET SIZE, BY APPLICATION,
2016–2023 (USD MILLION) 79
TABLE 44 EUROPE: AI IN EDUCATION MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 80
TABLE 45 EUROPE: AI IN EDUCATION MARKET SIZE, BY SOLUTION,
2016–2023 (USD MILLION) 80
TABLE 46 EUROPE: AI IN EDUCATION MARKET SIZE, BY SERVICE, 2016–2023 (USD MILLION) 80
TABLE 47 EUROPE: AI IN EDUCATION MARKET SIZE, BY DEPLOYMENT MODE,
2016–2023 (USD MILLION) 81
TABLE 48 EUROPE: AI IN EDUCATION MARKET SIZE, BY END-USER,
2016–2023 (USD MILLION) 81
TABLE 49 INTERNET USERS IN ASIA PACIFIC, 2017–2023 (MILLION) 84
TABLE 50 MOBILE CONNECTIONS IN ASIA PACIFIC, 2017–2023 (MILLION) 84
TABLE 51 SMARTPHONE USERS IN ASIA PACIFIC, 2017–2023 (MILLION) 84
TABLE 52 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 84
TABLE 53 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY TECHNOLOGY,
2016–2023 (USD MILLION) 85
TABLE 54 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY APPLICATION,
2016–2023 (USD MILLION) 85
TABLE 55 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 85
TABLE 56 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY SOLUTION,
2016–2023 (USD MILLION) 86
TABLE 57 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 86
TABLE 58 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY DEPLOYMENT MODE,
2016–2023 (USD MILLION) 86
TABLE 59 ASIA PACIFIC: AI IN EDUCATION MARKET SIZE, BY END-USER,
2016–2023 (USD MILLION) 87
TABLE 60 INTERNET USERS IN LATIN AMERICA, 2017–2023 (MILLION) 88
TABLE 61 MOBILE CONNECTIONS IN LATIN AMERICA, 2017–2023 (MILLION) 88
TABLE 62 SMARTPHONE USERS IN LATIN AMERICA, 2017–2023 (MILLION) 88
TABLE 63 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 88
TABLE 64 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY TECHNOLOGY,
2016–2023 (USD MILLION) 89
TABLE 65 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY APPLICATION,
2016–2023 (USD MILLION) 89
TABLE 66 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 90
TABLE 67 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY SOLUTION,
2016–2023 (USD MILLION) 90
TABLE 68 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 90
TABLE 69 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY DEPLOYMENT MODE,
2016–2023 (USD MILLION) 91
TABLE 70 LATIN AMERICA: AI IN EDUCATION MARKET SIZE, BY END-USER,
2016–2023 (USD MILLION) 91
TABLE 71 INTERNET USERS IN MIDDLE EAST AND AFRICA, 2017–2023 (MILLION) 93
TABLE 72 SMARTPHONE USERS IN MIDDLE EAST AND AFRICA, 2017–2023 (MILLION) 93
TABLE 73 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 93
TABLE 74 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2016–2023 (USD MILLION) 94
TABLE 75 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 94
TABLE 76 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 95
TABLE 77 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY SOLUTION,
2016–2023 (USD MILLION) 95
TABLE 78 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 95
TABLE 79 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY DEPLOYMENT MODE, 2016–2023 (USD MILLION) 96
TABLE 80 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET SIZE, BY END-USER,
2016–2023 (USD MILLION) 96
TABLE 81 MARKET RANKING FOR AI IN EDUCATION MARKET, 2018 98
TABLE 82 NEW PRODUCT/SERVICE LAUNCHES AND PRODUCT/SERVICE ENHANCEMENTS, 2016–2018 99
TABLE 83 AGREEMENTS AND PARTNERSHIPS, 2016–2018 100
TABLE 84 ACQUISITIONS, 2016–2018 101


LIST OF FIGURES

FIGURE 1 GLOBAL AI IN EDUCATION MARKET: MARKET SEGMENTATION 18
FIGURE 2 GLOBAL AI IN EDUCATION MARKET: RESEARCH DESIGN 20
FIGURE 3 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION,
AND REGION 21
FIGURE 4 DATA TRIANGULATION 22
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 23
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 24
FIGURE 7 NORTH AMERICA IS ESTIMATED TO HAVE THE LARGEST MARKET SHARE IN 2018 28
FIGURE 8 AI IN EDUCATION MARKET SNAPSHOT, BY TECHNOLOGY, 2017 28
FIGURE 9 AI IN EDUCATION MARKET SNAPSHOT, BY APPLICATION, 2017 29
FIGURE 10 AI IN EDUCATION MARKET SNAPSHOT, BY COMPONENT, 2017 29
FIGURE 11 AI IN EDUCATION MARKET SNAPSHOT, BY SOLUTION, 2017 29
FIGURE 12 AI IN EDUCATION MARKET SNAPSHOT, BY SERVICE, 2017 30
FIGURE 13 AI IN EDUCATION MARKET SNAPSHOT, BY DEPLOYMENT MODE, 2017 30
FIGURE 14 AI IN EDUCATION MARKET SNAPSHOT, BY END-USER, 2017 30
FIGURE 15 THE GLOBAL AI IN EDUCATION MARKET IS EXPECTED TO WITNESS SIGNIFICANT GROWTH DURING THE FORECAST PERIOD 31
FIGURE 16 VIRTUAL FACILITATORS AND LEARNING ENVIRONMENTS APPLICATION IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 31
FIGURE 17 VIRTUAL FACILITATORS AND LEARNING ENVIRONMENTS APPLICATION AND NORTH AMERICA REGION ARE ESTIMATED TO HAVE THE LARGEST MARKET SHARES IN THE AI IN EDUCATION MARKET IN 2018 32
FIGURE 18 ASIA PACIFIC IS EXPECTED TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 32
FIGURE 19 SERVICES SEGMENT IS EXPECTED TO HAVE THE LARGER MARKET SIZE DURING THE FORECAST PERIOD 33
FIGURE 20 NORTH AMERICA REGION IS ESTIMATED TO HAVE THE LARGEST MARKET SHARE IN 2018 33
FIGURE 21 MARKET INVESTMENT SCENARIO: ASIA PACIFIC IS EXPECTED TO BE THE BEST REGION FOR INVESTMENT DURING THE FORECAST PERIOD 34
FIGURE 22 AI IN EDUCATION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,
AND CHALLENGES 35
FIGURE 23 NATURAL LANGUAGE PROCESSING TECHNOLOGY IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 43
FIGURE 24 VIRTUAL FACILITATORS AND LEARNING ENVIRONMENTS APPLICATION IS EXPECTED TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 47
FIGURE 25 SERVICES COMPONENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 53
FIGURE 26 PLATFORMS SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 54
FIGURE 27 MANAGED SERVICES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 57
FIGURE 28 CLOUD DEPLOYMENT MODE IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 60
FIGURE 29 EDUCATIONAL INSTITUTES END-USER IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 64
FIGURE 30 NORTH AMERICA IS ESTIMATED TO ACCOUNT FOR THE LARGEST MARKET SIZE
IN 2018 69
FIGURE 31 ASIA PACIFIC IS EXPECTED TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 70
FIGURE 32 NORTH AMERICA: MARKET SNAPSHOT 71
FIGURE 33 NORTH AMERICA: AI IN EDUCATION MARKET, BY APPLICATION 72
FIGURE 34 EUROPE: AI IN EDUCATION MARKET, BY APPLICATION 77
FIGURE 35 ASIA PACIFIC: MARKET SNAPSHOT 82
FIGURE 36 ASIA PACIFIC: AI IN EDUCATION MARKET, BY APPLICATION 83
FIGURE 37 LATIN AMERICA: AI IN EDUCATION MARKET, BY APPLICATION 87
FIGURE 38 MIDDLE EAST AND AFRICA: AI IN EDUCATION MARKET, BY APPLICATION 92
FIGURE 39 KEY DEVELOPMENTS BY LEADING PLAYERS IN THE AI IN EDUCATION MARKET DURING 2016–2018 97
FIGURE 40 MARKET EVALUATION FRAMEWORK: SIGNIFICANT BUSINESS STRATEGIES HAVE FUELED THE GROWTH OF THE AI IN EDUCATION MARKET 98
FIGURE 41 GEOGRAPHIC REVENUE MIX OF THE TOP 3 MARKET PLAYERS 102
FIGURE 42 GOOGLE: COMPANY SNAPSHOT 103
FIGURE 43 GOOGLE: SWOT ANALYSIS 105
FIGURE 44 IBM: COMPANY SNAPSHOT 106
FIGURE 45 IBM: SWOT ANALYSIS 107
FIGURE 46 PEARSON: COMPANY SNAPSHOT 109
FIGURE 47 PEARSON: SWOT ANALYSIS 111
FIGURE 48 MICROSOFT: COMPANY SNAPSHOT 112
FIGURE 49 MICROSOFT: SWOT ANALYSIS 113
FIGURE 50 AWS: COMPANY SNAPSHOT 115
FIGURE 51 AWS: SWOT ANALYSIS 116
FIGURE 52 NUANCE COMMUNICATIONS: COMPANY SNAPSHOT 117
FIGURE 53 NUANCE COMMUNICATIONS: SWOT ANALYSIS 118
FIGURE 54 COGNIZANT: COMPANY SNAPSHOT 120
FIGURE 55 COGNIZANT: SWOT ANALYSIS 121



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教育産業、AI(人工知能)

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