List of Figures

FIGURE 1 NATURAL LANGUAGE PROCESSING MARKET: RESEARCH DESIGN 22
FIGURE 2 NATURAL LANGUAGE PROCESSING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 26
FIGURE 3 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY COMPONENT 31
FIGURE 4 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY SOLUTION 31
FIGURE 5 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY SERVICE 31
FIGURE 6 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY DEPLOYMENT MODE 32
FIGURE 7 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY ORGANIZATION SIZE 32
FIGURE 8 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY TYPE 32
FIGURE 9 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY APPLICATION 33
FIGURE 10 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY VERTICAL 33
FIGURE 11 NATURAL LANGUAGE PROCESSING MARKET SNAPSHOT, BY REGION 34
FIGURE 12 INCREASE IN SMART DEVICE USAGE AND SURGE IN THE ADOPTION OF
CLOUD-BASED SOLUTIONS ARE THE KEY FACTORS DRIVING THE OVERALL GROWTH OF THE NATURAL LANGUAGE PROCESSING MARKET 35
FIGURE 13 SENTIMENT ANALYSIS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 35
FIGURE 14 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2019 36
FIGURE 15 TEXT CLASSIFICATION APPLICATION AND BFSI VERTICAL ACCOUNTED FOR THE HIGHEST SHARES IN THE NATURAL LANGUAGE PROCESSING MARKET IN 2019 36
FIGURE 16 NATURAL LANGUAGE PROCESSING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 37
FIGURE 17 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 47
FIGURE 18 SOFTWARE TOOLS SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 48
FIGURE 19 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 51
FIGURE 20 CLOUD SEGMENT TO WITNESS A HIGHER CAGR DURING THE FORECAST PERIOD 55
FIGURE 21 SOFTWARE AS A SERVICE ADOPTION AMONG ENTERPRISES 56
FIGURE 22 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 60
FIGURE 23 HYBRID SEGMENT TO WITNESS THE HIGHEST CAGR DURING
THE FORECAST PERIOD 64
FIGURE 24 SENTIMENT ANALYSIS SEGMENT TO REGISTER THE HIGHEST CAGR DURING
THE FORECAST PERIOD 68
FIGURE 25 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 78
FIGURE 26 COMORBIDITY DETECTION EFFORT 81
FIGURE 27 NATURAL LANGUAGE PROCESSING -BASED SOLUTIONS RESULT IN REDUCED RESOURCE UTILIZATION 82
FIGURE 28 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING
THE FORECAST PERIOD 90
FIGURE 29 AFRICA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 90
FIGURE 30 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING
THE FORECAST PERIOD 91
FIGURE 31 NORTH AMERICA: MARKET SNAPSHOT 93
FIGURE 32 SENTIMENT ANALYSIS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 94
FIGURE 33 SENTIMENT ANALYSIS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD IN EUROPE 99
FIGURE 34 ASIA PACIFIC: MARKET SNAPSHOT 106
FIGURE 35 SENTIMENT ANALYSIS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD IN ASIA PACIFIC 106
FIGURE 36 ARTIFICIAL INTELLIGENCE INVESTMENT TRANSACTIONS: STEADY INCREASE IN
THE MIDDLE EAST AND AFRICA REGION 112
FIGURE 37 SENTIMENT ANALYSIS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 113
FIGURE 38 SENTIMENT ANALYSIS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 119
FIGURE 39 NATURAL LANGUAGE PROCESSING MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2019 126
FIGURE 40 IBM: COMPANY SNAPSHOT 127
FIGURE 41 IBM: SWOT ANALYSIS 129
FIGURE 42 MICROSOFT: COMPANY SNAPSHOT 130
FIGURE 43 MICROSOFT: SWOT ANALYSIS 132
FIGURE 44 GOOGLE: COMPANY SNAPSHOT 133
FIGURE 45 GOOGLE: SWOT ANALYSIS 135
FIGURE 46 AWS: COMPANY SNAPSHOT 136
FIGURE 47 AWS: SWOT ANALYSIS 137
FIGURE 48 FACEBOOK: COMPANY SNAPSHOT 139
FIGURE 49 FACEBOOK: SWOT ANALYSIS 141
FIGURE 50 APPLE: COMPANY SNAPSHOT 142
FIGURE 51 APPLE: SWOT ANALYSIS 144
FIGURE 52 3M: COMPANY SNAPSHOT 145
FIGURE 53 INTEL: COMPANY SNAPSHOT 147
FIGURE 54 SAS INSTITUTE: COMPANY SNAPSHOT 149
FIGURE 55 BAIDU: COMPANY SNAPSHOT 151

 

List of Tables

TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2014–2017 21
TABLE 2 FACTOR ANALYSIS 27
TABLE 3 GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2017–2024 (USD MILLION, Y-O-Y %) 30
TABLE 4 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 47
TABLE 5 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION 2017–2024 (USD MILLION 48
TABLE 6 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 49
TABLE 7 PLATFORM: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 49
TABLE 8 SOFTWARE TOOLS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 50
TABLE 9 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE 2017–2024 (USD MILLION) 51
TABLE 10 SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 51
TABLE 11 MANAGED SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 52
TABLE 12 PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 53
TABLE 13 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE 2017–2024 (USD MILLION) 55
TABLE 14 CLOUD: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 57
TABLE 15 ON-PREMISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 58
TABLE 16 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE 2017–2024 (USD MILLION) 60
TABLE 17 SMALL AND MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 61
TABLE 18 LARGE ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 62
TABLE 19 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE 2017–2024 (USD MILLION) 64
TABLE 20 RULE-BASED: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 65
TABLE 21 STATISTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 66
TABLE 22 HYBRID: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 66
TABLE 23 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION 2017–2024 (USD MILLION) 69
TABLE 24 TEXT CLASSIFICATION: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 70
TABLE 25 AUTOMATIC SUMMARIZATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 71
TABLE 26 MACHINE TRANSLATION: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 72
TABLE 27 SENTIMENT ANALYSIS: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 73
TABLE 28 QUESTION ANSWERING: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 74
TABLE 29 INFORMATION EXTRACTION: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 75
TABLE 30 OTHERS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 76
TABLE 31 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL 2017–2024 (USD MILLION) 79
TABLE 32 BANKING, FINANCIAL SERVICES, AND INSURANCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 80
TABLE 33 HEALTHCARE AND LIFE SCIENCES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 81
TABLE 34 IT AND TELECOMMUNICATIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 83
TABLE 35 RETAIL AND ECOMMERCE: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 84
TABLE 36 GOVERNMENT AND DEFENSE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 85
TABLE 37 MANUFACTURING: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 86
TABLE 38 MEDIA AND ENTERTAINMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 87
TABLE 39 TRAVEL AND HOSPITALITY: NATURAL LANGUAGE PROCESSING MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 88
TABLE 40 OTHER VERTICALS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 88
TABLE 41 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 91
TABLE 42 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY COMPONENT, 2017–2024 (USD MILLION) 94
TABLE 43 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION) 94
TABLE 44 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION) 95
TABLE 45 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY DEPLOYMENT MODE, 2017–2024 (USD MILLION) 95
TABLE 46 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY ORGANIZATION SIZE, 2017–2024 (USD MILLION) 95
TABLE 47 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION) 96
TABLE 48 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY APPLICATION, 2017–2024 (USD MILLION) 96
TABLE 49 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 97
TABLE 50 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION) 97
TABLE 51 UNITED STATES: NATURAL LANGUAGE PROCESSING MARKET SIZE BY COMPONENT, 2017–2024 (USD MILLION) 98
TABLE 52 CANADA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 98
TABLE 53 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 100
TABLE 54 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION 2017–2024 (USD MILLION) 100
TABLE 55 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE 2017–2024 (USD MILLION) 100
TABLE 56 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE BY DEPLOYMENT MODE, 2017–2024 (USD MILLION) 101
TABLE 57 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE BY ORGANIZATION SIZE, 2017–2024 (USD MILLION) 101
TABLE 58 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE 2017–2024 (USD MILLION) 101
TABLE 59 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION) 102
TABLE 60 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL 2017–2024 (USD MILLION) 102
TABLE 61 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY 2017–2024 (USD MILLION) 103
TABLE 62 UNITED KINGDOM: NATURAL LANGUAGE PROCESSING MARKET SIZE BY COMPONENT, 2017–2024 (USD MILLION) 103
TABLE 63 GERMANY: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 104
TABLE 64 FRANCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 104
TABLE 65 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 107
TABLE 66 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION) 107
TABLE 67 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION) 107
TABLE 68 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE BY DEPLOYMENT MODE, 2017–2024 (USD MILLION) 108
TABLE 69 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE BY ORGANIZATION SIZE, 2017–2024 (USD MILLION) 108
TABLE 70 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE 2017–2024 (USD MILLION) 108
TABLE 71 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION) 109
TABLE 72 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 109
TABLE 73 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION) 110
TABLE 74 CHINA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 110
TABLE 75 JAPAN: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 111
TABLE 76 AUSTRALIA AND NEW ZEALAND: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 111
TABLE 77 RELATIVE SPEND ON ARTIFICIAL INTELLIGENCE TRANSACTIONS ACROSS COUNTRIES IN MIDDLE EAST AND AFRICA 113
TABLE 78 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY COMPONENT, 2017–2024 (USD MILLION) 114
TABLE 79 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY SOLUTION, 2017–2024 (USD MILLION) 114
TABLE 80 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY SERVICE, 2017–2024 (USD MILLION) 114
TABLE 81 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY DEPLOYMENT MODE, 2017–2024 (USD MILLION) 115
TABLE 82 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY ORGANIZATION SIZE, 2017–2024 (USD MILLION) 115
TABLE 83 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY TYPE, 2017–2024 (USD MILLION) 115
TABLE 84 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY APPLICATION, 2017–2024 (USD MILLION) 116
TABLE 85 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY VERTICAL, 2017–2024 (USD MILLION) 116
TABLE 86 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY SUB-REGION, 2017–2024 (USD MILLION) 117
TABLE 87 MIDDLE EAST: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 117
TABLE 88 AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 118
TABLE 89 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY COMPONENT, 2017–2024 (USD MILLION) 119
TABLE 90 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION) 120
TABLE 91 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION) 120
TABLE 92 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY DEPLOYMENT MODE, 2017–2024 (USD MILLION) 120
TABLE 93 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY ORGANIZATION SIZE, 2017–2024 (USD MILLION) 121
TABLE 94 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION) 121
TABLE 95 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE BY APPLICATION, 2017–2024 (USD MILLION) 121
TABLE 96 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 122
TABLE 97 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION) 122
TABLE 98 BRAZIL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 123
TABLE 99 MEXICO: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 123
TABLE 100 EVALUATION CRITERIA 125