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自然言語処理(NLP)の世界市場：アプリケーション別、技術別2021年予測
Natural Language Processing Market by Type (Rule-Based, Statistical, and Hybrid), Technologies (Recognition, IVR, OCR, Speech Recognition, Text Processing, Pattern & Image Recognition), by Deployment Type, Vertical & by Region - Global Forecast to 2021
- 出版元：MarketsandMarkets（米国）
出版元について - 発行年：2016年7月
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【レポート紹介】
自然言語処理（NLP: Natural Language Processing）の2016年段階の世界市場規模は76億ドルに達すると推計され、今後2021年には倍増以上となる160億ドル市場にまで成長すると、当レポートでは予測しています。レポートでは、2021年に至る自然言語処理(NLP)の世界市場予測、タイプ別市場（ルールベース、統計的、ハイブリッド）、技術別市場（対話型音声応答、OCR、パターン認識、自動コーディング、カテゴリ化、テキスト分析、音声分析）、サービス市場、展開タイプ別市場、アプリケーション別市場（機械翻訳、情報抽出、レポート生成、質疑応答、テキスト分析）、エンドユーザー業界別市場、地域別市場など、詳細にセグメント化された市場予測と分析を掲載しています。また各種市場考察、リーディング企業10社動向などの情報も盛り込み、自然言語処理市場のこの先の展望を検証していきます。
【レポート構成概要】
◆自然言語処理(NLP)の世界市場予測2016-2021年
◆タイプ別NLP市場-2021年と動向
・ルールベース自然言語処理
・統計的自然言語処理
・ハイブリッド
◆技術別市場-2021と動向
・対話型音声応答(IVR)
・光学式文字認識(OCR)
・パターン、イメージ認識
・自動コーディング(auto coding)
・分類とカテゴリ化
・テキスト分析
・音声分析
◆NLPサービス市場-2021年
・専門サービス(Professional services)
・サポートとメンテナンスサービス
◆展開タイプ別NLP市場
・オンプレミス
・オンデマンド
◆アプリケーション別、NLP市場-2021年と動向
・機械翻訳
・情報抽出
・レポート生成(Report Generation)
・質疑応答(Question Answering)
・テキスト処理(Text Processing)
◆エンドユーザー業界別、NLP市場-2021年と動向
・金融サービス
・自動車
・医療ヘルスケアと生命科学
・小売り、コンシューマー製品
・研究、教育
・ハイテク産業、エレクトロニクス
・メディア、エンターテインメント
・政府公共
・その他
◆主要地域別市場-2021
・北米
・欧州
・アジア太平洋
・中東アフリカ
・南米
◆市場考察
・エコシステム、バリューチェーン分析
・市場ダイナミクス（プラス要因、マイナス要因、機会）
・競合分析（ファイブフォース）
◆自然言語処理(NLP)のリーディング企業10社動向
・APPLE INCORPORATION
・DOLBEY SYSTEMS
・GOOGLE
・HEWLETT-PACKARD ENTERPRISE COMPANY
・INTERNATIONAL BUSINESS MACHINE CORPORATION
・MICROSOFT CORPORATION
・NETBASE SOLUTIONS
・SAS INSTITUITE, INC.
・VERINT SYSTEM
・KEY INNOVATORS
【レポート詳細目次、データ項目一覧は当ページ下を参照ください】
英文詳細目次(table of contents)
【原文詳細目次】
Natural Language Processing Market by Type (Rule-Based, Statistical, and Hybrid), Technologies (Recognition, IVR, OCR, Speech Recognition, Text Processing, Pattern & Image Recognition), by Deployment Type, Vertical & by Region - Global Forecast to 2021
Table of Contents
1 INTRODUCTION 13
1.1 OBJECTIVES OF THE STUDY 13
1.2 MARKET DEFINITION 13
1.3 MARKET SCOPE 14
1.3 MARKETS COVERED 14
1.3.1 YEARS CONSIDERED FOR THE STUDY 15
1.4 1.4 CURRENCY 15
1.5 LIMITATIONS 15
1.6 STAKEHOLDERS 16
2 RESEARCH METHODOLOGY 17
2.1 RESEARCH DATA 18
2.1.1 SECONDARY DATA 18
2.1.1.1 Key data from secondary sources 18
2.1.2 PRIMARY DATA 19
2.1.2.1 Key data from primary sources 19
2.1.2.2 Key industry insights 20
2.1.2.3 Breakdown from primary interviews 21
2.2 MARKET SIZE ESTIMATION 21
2.3 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 23
3 EXECUTIVE SUMMARY 24
4 PREMIUM INSIGHTS 27
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE NATURAL LANGUAGE PROCESSING (NLP) MARKET SIZE 27
4.2 NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT TYPE 27
4.3 NATURAL LANGUAGE PROCESSING MARKET SHARE OF TYPES AND VERTICALS 28
4.4 NATURAL LANGUAGE PROCESSING LIFECYCLE ANALYSIS, BY REGION, 2016-2021 29
5 MARKET OVERVIEW 30
5.1 INTRODUCTION 31
5.2 MARKET SEGMENTATION 31
5.2.1 BY SOLUTION TYPE 31
5.2.2 BY TECHNOLOGY 32
5.2.3 BY SERVICE 32
5.2.4 BY DEPLOYMENT MODEL 33
5.2.5 BY APPLICATION TYPE 33
5.2.6 BY VERTICAL 34
5.2.7 BY REGION 35
5.3 MARKET DYNAMICS 36
5.3.1 DRIVERS 37
5.3.1.1 Growing demand for enhanced customer experience 37
5.3.1.2 Rise in data 37
5.3.1.3 Increase in smart device usage 37
5.3.1.4 Growth in machine to machine technology 37
5.3.2 RESTRAINTS 38
5.3.2.1 Low customer adoption trends 38
5.3.2.2 Regulatory restraints 38
5.3.3 OPPORTUNITIES 39
5.3.3.1 Emerging options in application areas 39
5.3.3.2 Increasing investments in the healthcare Industry 39
5.3.4 CHALLENGES 40
5.3.4.1 Bridging the gap between man and machine 40
5.3.4.2 Need for effective predictive technologies 40
6 INDUSTRY TRENDS 41
6.1 INTRODUCTION 41
6.2 6.2 VALUE CHAIN ANALYSIS 41
6.3 ECOSYSTEM 42
6.4 PORTER’S FIVE FORCES ANALYSIS 43
6.4.1.1 Threat of new entrants 43
6.4.1.2 Threat of substitutes 43
6.4.1.3 Bargaining power of suppliers 43
6.4.1.4 Bargaining power of buyers 44
6.4.1.5 Intensity of Competitive Rivalry 44
7 NATURAL LANGUAGE PROCESSING MARKET ANALYSIS, BY TYPE 45
7.1 INTRODUCTION 46
7.2 RULE-BASED NATURAL LANGUAGE PROCESSING 47
7.3 STATISTICAL NATURAL LANGUAGE PROCESSING 48
7.4 HYBRID NATURAL LANGUAGE PROCESSING 50
8 NATURAL LANGUAGE PROCESSING MARKET ANALYSIS, BY TECHNOLOGY 52
8.1 INTRODUCTION 53
8.2 INTERACTIVE VOICE RESPONSE (IVR) 54
8.3 OPTICAL CHARACTER RECOGNITION (OCR) 55
8.4 PATTERN AND IMAGE RECOGNITION 55
8.5 AUTOCODING 56
8.6 CLASSSIFICATION AND CATEGORIZATION 57
8.7 TEXT ANALYTICS 57
8.8 SPEECH ANALYTICS 58
9 NATURAL LANGUAGE PROCESSING MARKET ANALYSIS, BY SERVICES 59
9.1 INTRODUCTION 60
9.2 PROFESSIONAL SERVICES 61
9.3 SUPPORT AND MAINTENANCE SERVICES 62
10 NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODEL 64
10.1 INTRODUCTION 65
10.2 ON-PREMISE 66
10.3 ON-DEMAND 67
11 NATURAL LANGUAGE PROCESSING MARKET ANALYSIS, BY APPLICATION 68
11.1 INTRODUCTION 69
11.2 MACHINE TRANSLATION 70
11.3 INFORMATION EXTRACTION 71
11.4 REPORT GENERATION 72
11.5 QUESTION ANSWERING 73
11.6 TEXT PROCESSING 74
12 NATURAL LANGUAGE PROCESSING MARKET ANALYSIS,
BY INDUSTRY VERTICALS 75
12.1 INTRODUCTION 76
12.2 BFSI 77
12.3 AUTOMOTIVE 78
12.4 HEALTHCARE AND LIFE SCIENCES 80
12.5 RETAIL AND CONSUMER GOODS 81
12.6 RESEARCH AND EDUCATION 82
12.7 HIGH-TECH AND ELECTRONICS 83
12.8 MEDIA AND ENTERTAINMENT 85
12.9 GOVERNMENT 86
12.10 OTHERS 87
13 GEOGRAPHIC ANALYSIS 89
13.1 INTRODUCTION 90
13.2 NORTH AMERICA 92
13.3 EUROPE 94
13.4 ASIA-PACIFIC 95
13.5 MIDDLE EAST AND AFRICA 96
13.6 LATIN AMERICA 98
14 COMPETITIVE LANDSCAPE 99
14.1 OVERVIEW 99
14.2 COMPETITIVE SITUATIONS AND TRENDS 100
14.3 COMPETITIVE SITUATION & TRENDS 101
14.3.1 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS 101
14.3.2 MERGERS AND ACQUISITIONS 102
14.3.3 NEW PRODUCT LAUNCHES 103
15 COMPANY PROFILES 104
(Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
15.1 INTRODUCTION 104
15.2 APPLE INCORPORATION 108
15.3 DOLBEY SYSTEMS 111
15.4 GOOGLE 113
15.5 HEWLETT-PACKARD ENTERPRISE COMPANY 116
15.6 INTERNATIONAL BUSINESS MACHINE CORPORATION 119
15.7 MICROSOFT CORPORATION 122
15.8 NETBASE SOLUTIONS 125
15.9 SAS INSTITUITE, INC. 127
15.10 VERINT SYSTEM 129
15.11 KEY INNOVATORS 131
*Details on Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.
16 APPENDIX 132
LIST OF TABLES
TABLE 1 NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, YOY %) 25
TABLE 2 DRIVERS: IMPACT ANALYSIS 38
TABLE 3 RESTRAINTS: IMPACT ANALYSIS 39
TABLE 4 OPPORTUNITIES: IMPACT ANALYSIS 40
TABLE 5 CHALLENGES: IMPACT ANALYSIS 40
TABLE 6 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2014-2021 46
TABLE 7 RULE-BASED: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 47
TABLE 8 RULE-BASED: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2014–2021 (USD MILLION) 48
TABLE 9 STATISTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 48
TABLE 10 STATISTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2014–2021 (USD MILLION) 49
TABLE 11 HYBRID: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2014–2021 (USD MILLION) 50
TABLE 12 HYBRID: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2014–2021 (USD MILLION) 51
TABLE 13 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY,
2014–2021 (USD MILLION) 53
TABLE 14 INTERACTIVE VOICE RECOGNITION: NATURAL LANGUAGE PROCESSING MARKET SIZE, DEPLOYMENT MODEL, 2014–2021 (USD MILLION) 54
TABLE 15 OPTICAL CHARACTER RECOGNITION: NATURAL LANGUAGE PROCESSING MARKET SIZE, DEPLOYMENT MODEL, 2014–2021 (USD MILLION) 55
TABLE 16 PATTERN RECOGNITION: NATTURAL LANGUAGE PROCESSING MARKET SIZE, DEPLOYMENT MODEL, 2014–2021 (USD MILLION) 56
TABLE 17 AUTOCODING: NATURAL LANGUAGE PROCESSING MARKET SIZE, DEPLOYMENT MODEL, 2016–2021 (USD MILLION) 56
TABLE 18 CLASSIFICATION AND CATEGORIZATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION) 57
TABLE 19 TEXT ANALYTICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, DEPLOYMENT MODEL, 2014–2021 (USD MILLION) 58
TABLE 20 SPEECH ANALYTICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, DEPLOYMENT MODEL, 2014–2021 (USD MILLION) 58
TABLE 21 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE,
2014-2021 (USD MILLION) 60
TABLE 22 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2014–2021 (USD MILLION) 61
TABLE 23 PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY REGION, 2014–2021 (USD MILLION) 61
TABLE 24 SUPPORT AND MAINTENANCE SERVICE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2014–2021 (USD MILLION) 62
TABLE 25 SUPPORT AND MAINTENANCE:: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 63
TABLE 26 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODEL,
2014-2021 (USD MILLION) 65
TABLE 27 ON-PREMISE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2014-2021 (USD MILLION) 66
TABLE 28 ON-DEMAND: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2014-2021 (USD MILLION) 67
TABLE 29 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION TYPE,
2014–2021 (USD MILLION) 69
TABLE 30 MACHINE TRANSLATION: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY REGION, 2014–2021 (USD MILLION) 70
TABLE 31 INFORMATION EXTRACTION: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY REGION, 2016–2021 (USD MILLION) 71
TABLE 32 REPORT GENERATION: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY REGION, 2014–2021 (USD MILLION) 72
TABLE 33 QUESTION ANSWERING: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY REGION, 2014–2021 (USD MILLION) 73
TABLE 34 TEXT PROCESSING: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 74
TABLE 35 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY APPLICATION, 2014–2021 (USD MILLION) 76
TABLE 36 BFSI: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,
2014–2021 (USD MILLION) 77
TABLE 37 BFSI: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2016–2021 (USD MILLION) 78
TABLE 38 AUTOMOTIVE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2014–2021 (USD MILLION) 78
TABLE 39 AUTOMOTIVE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 79
TABLE 40 HEALTHCARE AND LIFESCIENCES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2014–2021 (USD MILLION) 80
TABLE 41 HEALTHCARE AND LIFESCIENCES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 80
TABLE 42 RETAIL AND CONSUMER GOODS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 81
TABLE 43 RETAIL AND CONSUMER GOODS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2014–2021 (USD MILLION) 82
TABLE 44 RESEARCH AND EDUCATION: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY REGION, 2014–2021 (USD MILLION) 82
TABLE 45 RESEARCH AND EDUCATION: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY APPLICATION, 2016–2021 (USD MILLION) 83
TABLE 46 HIGH-TECH AND ELECTRONICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2016–2021 (USD MILLION) 84
TABLE 47 HIGH-TECH AND ELECTRONICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2014–2021 (USD MILLION) 84
TABLE 48 MEDIA AND ENTERTAINMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2021 (USD MILLION) 85
TABLE 49 MEDIA AND ENTERTAINMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2014–2021 (USD MILLION) 85
TABLE 50 GOVERMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2016–2021 (USD MILLION) 86
TABLE 51 GOVERNMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2014–2021 (USD MILLION) 86
TABLE 52 OTHERS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2014–2021 (USD MILLION) 87
TABLE 53 OTHERS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2014–2021 (USD MILLION) 88
TABLE 54 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2014–2021 (USD MILLION) 90
TABLE 55 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2014-2021, (USD MILLION) 93
TABLE 56 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2014–2021 (USD MILLION) 93
TABLE 57 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,
2016-2021 (USD MILLION) 94
TABLE 58 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2016–2021 (USD MILLION) 94
TABLE 59 ASIA-PACIFIC :NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,
2016-2021 (USD MILLION) 95
TABLE 60 ASIA-PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2016-2021 (USD MILLION) 95
TABLE 61 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY TYPE, 2016-2021 (USD MILLION) 97
TABLE 62 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY VERTICAL, 2016-2021 (USD MILLION) 97
TABLE 63 LATIN AMERICA :NATURAL LANGUAGE PROCESSING MARKET SIZE BY TYPE,
2016-2021 (USD MILLION) 98
TABLE 64 LATIN AMERICA :NATURAL LANGUAGE PROCESSING MARKET SIZE BY VERTICAL, 2016-2021 (USD MILLION) 98
TABLE 65 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS, 2011-2013 101
TABLE 66 MERGERS AND ACQUISITIONS, 2012-2015 102
TABLE 67 NEW PRODUCT LAUNCHES, 2013-2016 103
TABLE 68 OTHER DEVELOPMENTS: MERGERS AND ACQUISITIONS, 2008-2012 132
TABLE 69 OTHER DEVELOPMENTS: NEW PRODUCT LAUNCHES, 2011-2014 133
LIST OF FIGURES
FIGURE 1 MARKETS COVERED 14
FIGURE 2 NATURAL LANGUAGE PROCESSING MARKET: RESEARCH DESIGN 17
FIGURE 3 BREAKDOWN OF PRIMARIES: BY COMPANY TYPE, DESIGNATION, AND REGION 21
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 22
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 22
FIGURE 6 DATA TRIANGULATION 23
FIGURE 7 EVOLUTION OF NATURAL LANGUAGE PROCESSING 25
FIGURE 8 NORTH AMERICA IS EXPECTED TO HAVE THE LARGEST MARKET SHARE IN 2016 26
FIGURE 9 HIGH GROWTH TREND IS EXPECTED IN THE NATURAL LANGUAGE PROCESSING MARKET (2016-2021) 27
FIGURE 10 ON-DEMAND DEPLOYMENT TYPE IS EXPECTED TO GROW AT A HIGHER RATE 27
FIGURE 11 STATISTICAL NLP IS EXPECTED TO DOMINATE THE NATURAL LANGUAGE PROCESSING MARKET IN 2016 28
FIGURE 12 MIDDLE EAST AND AFRICA IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 29
FIGURE 13 NATURAL LANGUAGE PROCESSING MARKET SEGMENTATION: BY SOLUTION TYPE 31
FIGURE 14 NATURAL LANGUAGE PROCESSING MARKET SEGMENTATION: BY TECHNOLOGY 32
FIGURE 15 RISE IN DATA AND GROWING DEMAND FOR ENHANCED CUSTOMER EXPERIENCE ARE THE KEY DRIVERS IN THE MARKET 36
FIGURE 16 VALUE CHAIN ANALYSIS:NATURAL LANGUAGE PROCESSING 41
FIGURE 17 RULE-BASED NATURAL LANGUAGE PROCESSING SOLUTIONS TO HOLD THE HIGHEST MARKET SHARE IN 2016 46
FIGURE 18 NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY 54
FIGURE 19 THE PROFESSIONAL SERVICES MARKET IS EXPECTED TO GROW AT THE FASTEST RATE DURING THE FORECAST PERIOD 60
FIGURE 20 NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODEL 65
FIGURE 21 NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION 69
FIGURE 22 HEALTHCARE IS EXPECTED TO SHOW HIGHER DEMAND AMONG ALL INDUSTRY APPLICATIONS 77
FIGURE 23 NORTH AMERICA IS EXPECTED TO BE THE LEADING REVENUE GENERATOR AMONGST THE NATURAL LANGUAGE PROCESSING MARKET FROM 2016-2021 90
FIGURE 24 REGIONAL SNAPSHOT: NORTH AMERICA WILL CONTINUE TO HAVE THE LARGEST MARKET SIZE IN THE NATURAL LANGUAGE PROCESSING MARKET DURING THE FORECAST PERIOD 91
FIGURE 25 REGIONAL SNAPSHOT: MIDDLE EAST AND AFRICA AND LATIN AMERICA ARE EMERGING AS TOP NATURAL LANGUAGE PROCESSING REVENUE SEGMENTS 91
FIGURE 26 NORTH AMERICA MARKET SNAPSHOT 92
FIGURE 27 MIDDLE EAST &AFRICA SNAPSHOT: INCREASED TRACTION AMONG GROWING ECONOMIES WILL DRIVE THE MARKET 96
FIGURE 28 TOP COMPANIES ADOPTED PARTNERSHIP/AGREEMENT/COLLABORATION AS THE KEY GROWTH STRATEGY DURING THE PERIOD 2013-2016 99
FIGURE 29 MARKET EVALUATION FRAMEWORK 100
FIGURE 30 BATTLE FOR MARKET SHARE: PARTNERSHIP, AGREEMENT, AND COLLABORATION WAS THE KEY STRATEGY OF THE LEADING MARKET PLAYERS 101
FIGURE 31 GEOGRAPHIC REVENUE MIX OF TOP FIVE MARKET PLAYERS 104
FIGURE 32 3M: COMPANY SNAPSHOT 105
FIGURE 33 3M: SWOT ANALYSIS 107
FIGURE 34 APPLE INCORPORATION: COMPANY SNAPSHOT 108
FIGURE 35 APPLE INCORPORATION: SWOT ANALYSIS 109
FIGURE 36 GOOGLE: COMPANY SNAPSHOT 113
FIGURE 37 GOOGLE: SWOT ANALYSIS 114
FIGURE 38 HEWLETT-PACKARD ENTERPRISE COMPANY: COMPANY SNAPSHOT 116
FIGURE 39 HEWLETT-PACKARD ENTERPRISE COMPANY: SWOT ANALYSIS 117
FIGURE 40 INTERNATIONAL BUSINESS MACHINE CORPORATION: COMPANY SNAPSHOT 119
FIGURE 41 INTERNATIONAL BUSINESS MACHINE CORPORATION: SWOT ANALYSIS 120
FIGURE 42 MICROSOFT CORPORATION: COMPANY SNAPSHOT 122
FIGURE 43 MICROSOFT CORPORATION: SWOT ANALYSIS 124
FIGURE 44 SAS: COMPANY SNAPSHOT 127
FIGURE 45 VERINT: COMPANY SNAPSHOT 129
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