世界各国のリアルタイムなデータ・インテリジェンスで皆様をお手伝い

会員登録

マイページ

世界の自然言語処理市場の分析と予測:企業用途の自然言語処理技術(処理、理解、生成)ソフトウェアとシステム

Natural Language Processing

Enterprise Applications for Natural Language Processing Technologies (Processing, Understanding, Generation) Software and Systems: Market Analysis and Forecasts

 

出版社 出版年月電子媒体価格ページ数図表数
Tractica LLC.
トラクティカ社
2017年8月US$4,200
ベーシックライセンス
106 119

サマリー

この調査レポートは、商業利用に最も適した自然言語処理 (NLP)の用途 を見極める42の使用事例を掲載しています。また、自然言語処理(NLP)の市場動向や技術課題、2016-2025年までの自然言語処理(NLP)のハードウェア、ソフトウェア、サービスの予測や市場動向と技術問題も掲載しています。産業の主要企業35社のプロフィールや、産業部門に分かれたソフトウェア、ハードウェア、サービスの世界の地域別の市場予測についても言及しています。

主な掲載内容

  1. エグゼクティブサマリー
  2. 市場課題
    1. 市場促進要因
    2. 市場阻害要因
    3. 使用事例
  3. 技術課題
    1. 自然言語を理解する:ワードマップと言語モデル
    2. 自然言語生成
    3. 深層学習
  4. 主要産業企業
  5. 市場予測
    1. 世界の自然言語処理市場予測
    2. 世界の産業別自然言語処理
    3. 自然言語処理を使ったサービスの収益
    4. 自然言語処理を使ったクラウドサービスの収益
    5. 自然言語処理を使ったハードウェア収益

Report Details
 

Natural language processing (NLP) is a technology spawned from the need for machines to understand and communicate with humans in human language, not formal computer languages. The concept behind NLP is simple: if and when machines can understand and communicate with humans in natural (human) language, it democratizes data science, enabling humans to access, analyze, and leverage data more intelligently and become more efficient as they offload redundant, data-heavy tasks to machines. NLP is most commonly understood as a user interface (UI) technology, enabling two-way communications with computers via speech or text. However, NLP is also a critical technology for extracting insights and analysis from a vast amount of previously unindexed and unstructured data; mining video and audio files, emails, scanned documents, and more.

NLP adoption is accelerating, but not because of the creation of new NLP algorithms, as the data science in that regard is mature. NLP adoption has accelerated over the past 2 to 3 years because of scalable, affordable computational power, the increasing digitization of all data, and the melding of NLP with machine learning (ML) and deep learning (DL).

The best bet NLP use cases, which are emerging, have some common characteristics:

  • They seek operational or production efficiencies. They seek to automate redundant, data-heavy tasks or jobs to allow humans to focus on human-suited tasks.
  • They seek insight. The analysis of data from previously untapped sources to gain competitive advantages, become more attuned to customers, audiences, and stakeholders, or to build predictive, prescriptive plans.

This Tractica report examines 42 NLP use cases, identifying those applications best suited for commercial use.  In addition, the report details the market trends and technology issues surrounding natural language processing and presents 10-year forecasts for NLP hardware, software, and services during the period from 2016 through 2025.  The report also includes detailed profiles of 35 key industry players.  Market forecasts, segmented by world region, include projections of software, hardware, and services revenue across multiple industry sectors.

Key Questions Addressed:

  • What are the key use cases for NLP?
  • What are the market trends driving adoption of NLP technology?
  • What are limitations to the software and what does the technology roadmap look like?
  • Which companies are investing most heavily in the technology?
  • Which industry sectors represent the strongest addressable markets for NLP?

Who Needs This Report?

  • Enterprise software companies
  • Semiconductor and component manufacturers
  • Service providers and systems integrators
  • End-user organizations deploying NLP systems
  • Industry associations
  • Government agencies
  • Investor community


目次

Table of Contents

  1. Executive Summary
    1. Introduction
      1. Legacy Natural Language Processing Gives Way to Hybrid Natural Language Processing
    2. Market Drivers
      1. User Interface Technology for New Computing Platforms
      2. The Failure of Big Data
      3. Cost Drivers and Business Model Impacts
    3. Market Barriers
      1. Understanding Context
      2. Need for Accurate Data
      3. Threat to Jobs
    4. Use Cases
    5. Key Industry Players
    6. Market Forecast Highlights
  2. Market Issues
    1. Introduction
    2. Definitions
    3. Market Drivers
      1. User Interface Technology for New Computing Platforms
      2. The Failure of Big Data
      3. Digitization of Society and Data
      4. Computation at Scale
        1. Exponential Advancements in Hardware Speed
        2. Significant Improvements in Machine Learning Algorithms
      5. Cost Drivers and Business Model Impacts
    4. Market Barriers
      1. Understanding Context
        1. Addressing Context
      2. Need for Accurate Data
      3. Privacy
      4. Threat to Jobs
    5. Use Cases
      1. Patient Data Processing
        1. 3M
        2. SyTrue
      2. Converting Paperwork into Digital Data
        1. App Orchid
        2. AppZen
        3. HyperScience
      3. Automated Report Generation
        1. Narrative Science
        2. Synechron
      4. Sentiment Analysis
        1. BirdEye
        2. Infegy
        3. Lexalytics
        4. NetBase
        5. Protagonist
      5. Virtual Assistants for Patients
        1. Babylon Health
      6. Intelligent Recruitment and Human Resources Systems
      7. Voice/Speech Recognition
      8. Querying Image Content
        1. Salesforce
        2. Blippar
      9. Search Engine Queries
      10. Contract Analysis
        1. Seal Software
      11. Chatbot-Based E-Commerce and Sales
        1. Conversable
        2. Klevu
      12. Chatbot-Based Brand/Service Interaction
        1. Inbenta Technologies
        2. Interactions
        3. Rasa
      13. Automated Code Development
      14. Social Media Feed Curation
      15. News and Feed Curation for Consumers
      16. Legal Document Review and Research
        1. Casetext
      17. Automated CliffsNotes, Study Notes, Quiz Generation
      18. Textual Question Answering
      19. Text-Based Automated Bots
      20. Audio and Video Mining
        1. Chorus.ai
        2. Veritone
      21. Medical Treatment Recommendation
      22. Medical Diagnosis Assistance
      23. Language Translation Services
        1. Lilt
      24. Foreign Language Tutoring
      25. Tax Filing and Processing
      26. Enterprise Chatbots for Productivity and Collaboration
      27. Spoken Fluency Evaluation
      28. Automated Grading of Tests
      29. Predictive Typing Assistant
      30. Education for Autistic and Speech Deficient Children
      31. Workflow and Project Management
      32. Text Classification and Mining for Biomedical Literature
      33. Algorithmic News Stories
        1. Automated Insights
      34. Mining, Processing, and Making Sense of Clinical Notes
      35. Virtual Assistants for Doctors
      36. Calendar, Meeting, Event Scheduling, and Reminder
      37. Financial Search Engine
      38. Dialect Classification
      39. Real-Time News Analysis and Competitive Intelligence
        1. Aylien
        2. FiscalNote
      40. Hospital Patient Management System
      41. Automated Tour Guide and Itinerary Service
      42. Social Media Bots
  3. Technology Issues
    1. Introduction
    2. The Importance of Machine and Deep Learning to NLP
    3. Understanding Natural Language: Word Maps and Language Models
    4. Natural Language Generation
    5. Legacy Approaches to Natural Language Processing
      1. Rules-Based
      2. Statistical Models
    6. Deep Learning
      1. Deep Learning in Context
      2. What Is Deep Learning?
  4. Key Industry Players
    1. 3M
    2. App Orchid
    3. AppZen
    4. Automated Insights
    5. Aylien
    6. Babylon Health
    7. BirdEye
    8. Casetext
    9. Chorus.ai
    10. Cognitive Code
    11. Conversable
    12. Cortical.io
    13. Digital Reasoning
    14. FiscalNote
    15. Google
    16. HyperScience
    17. IBM
    18. Inbenta Technologies
    19. Infegy
    20. Interactions
    21. Klevu
    22. Lexalytics
    23. Lilt
    24. Luminoso
    25. Micros
    26. Narrative Science
    27. NetBase
    28. Protagonist
    29. Rasa
    30. Salesforce
    31. Seal Software
    32. SparkCognition
    33. Synechron
    34. SyTrue
    35. Veritone
    36. Other Natural Language Processing Companies
  5. Market Forecasts
    1. Forecast Methodology
    2. Global Natural Language Processing Market Forecasts
      1. Natural Language Processing Software Revenue
      2. Total Revenue for Natural Language Processing Software, Services, and Hardware
      3. Global Hybrid Natural Language Processing/Other Artificial Intelligence Software Revenue
    3. Natural Language Processing by Industry
      1. Natural Language Processing in the Advertising Industry
      2. Natural Language Processing in the Business Services Industry
      3. Natural Language Processing in the Consumer Sector
      4. Natural Language Processing in the Education Industry
      5. Natural Language Processing in the Finance Industry
      6. Natural Language Processing in the Government Sector
      7. Natural Language Processing in the Healthcare Industry
      8. Natural Language Processing in the Information Technology Industry
      9. Natural Language Processing in the Investment Industry
      10. Natural Language Processing in the Legal IndustryNatural Language Processing in the Manufacturing Industry
      11. Natural Language Processing in the Media & Entertainment Industry
      12. Natural Language Processing in the Oil, Gas, and Mining Industry
      13. Natural Language Processing in the Retail Industry
    4. Natural Language Processing-Driven Services Revenue
      1. Natural Language Processing-Driven Installation Services
      2. Natural Language Processing-Driven Training Services
      3. Natural Language Processing-Driven Customization Services
      4. Natural Language Processing-Driven Application Integration Services
      5. Natural Language Process-Driven Maintenance and Support Services
    5. Natural Language Processing-Driven Cloud Services Revenue
    6. Natural Language Processing-Driven Hardware Revenue
      1. Natural Language Processing-Driven Graphics Processing Unit Chip Revenue
      2. Natural Language Processing-Driven Network Product Revenue
      3. Natural Language Processing-Driven Storage Device Revenue
    7. Conclusions and Recommendations
  6. Company Directory
  7. Acronym and Abbreviation List
  8. Table of Contents
  9. Table of Charts and Figures
  10. Scope of Study, Sources and Methodology, Notes

 

List of Charts, Figures, and Tables

Charts
  • Natural Language Processing Total Revenue by Segment, World Markets: 2016-2025
  • Natural Language Processing Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Total Revenue by Segment, World Markets: 2016-2025
  • Natural Language Processing Software Revenue (in Combination with Machine Learning, Deep Learning, Machine Reasoning, and Computer Vision), World Markets: 2016-2025
  • Natural Language Processing Software Revenue by Region (in Combination with Machine Learning, Deep Learning, Machine Reasoning, and Computer Vision), World Markets: 2016-2025
  • Natural Language Processing Software Revenue by Industry, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Advertising Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Business Services Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Consumer Sector by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Education Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Finance Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Government Sector by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Healthcare Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Information Technology Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Investment Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Legal Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Manufacturing Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Media & Entertainment Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Retail Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Installation Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Training Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Customization Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Application Integration Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Support and Maintenance Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Cloud Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Hardware Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Hardware Revenue by Product Category, World Markets: 2016-2025
  • Natural Language Processing-Driven GPU Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven CPU, ASIC, FPGA Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Network Products Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Storage Device Revenue by Region, World Markets: 2016-2025
Figures
  • King of Sarcasm, Bill Murray
  • Blippar’s Visual Search
  • Chipotle Share of Restaurant Foot Traffic (Week over Week)
  • Examples of Word Embeddings
  • Progression of Natural Language Generation
  • Artificial Intelligence Encompasses Numerous Technologies
  • Schematic Representation of a Deep Neural Network
Tables
  • Natural Language Processing Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Total Revenue by Segment, World Markets: 2016-2025
  • Natural Language Processing Hardware Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Total Software, Service, and Hardware Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue by Industry, World Markets: 2016-2025
  • Natural Language Processing Software Revenue by Use Case, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Advertising Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Business Services Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Consumer Sector by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Education Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Finance Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Government Sector by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Healthcare Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Information Technology Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Investment Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Legal Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Manufacturing Industry by Region, World Markets: 2016-2025
  • & Entertainment Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue in the Retail Industry by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Hardware Revenue by Product Category, World Markets: 2016-2025
  • Natural Language Processing-Driven Cloud Services Revenue, World Markets: 2016-2025
  • Natural Language Processing Cloud Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven CPU, ASIC, FPGA Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven GPU Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Network Products Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Storage Devices Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Services Revenue by Service Category: 2015-2014
  • Natural Language Processing-Driven Installation Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Training Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Customization Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Application Integration Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Support and Maintenance Services Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue (in Combination with Deep Learning, Machine Learning, Computer Vision, and Machine Reasoning) by Region, World Markets: 2016-2025
  • Natural Language Processing Software Revenue (in Combination with Deep Learning, Machine Learning, Computer Vision, and Machine Reasoning) by Use Case, World Markets: 2016-2025
  • Natural Language Processing-Driven Patient Data Processing Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Converting Paperwork into Digital Data Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Sentiment Analysis Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Intelligent Recruitment and Human Resources Systems Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Automated Report Generation Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Chatbot-Based E-Commerce and Sales Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Voice/Speech Recognition Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Chatbot-Based Brand/Service Interaction Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Search Engine Queries Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Social Media Feed Curation Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven News and Feed Curation for Consumers Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Text-Based Automated Bots Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Textual Question Answering Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Audio and Video Mining Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Medical Treatment Recommendation Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Medical Diagnosis Assistance Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Enterprise Chatbots for Productivity and Collaboration Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Spoken Fluency Evaluation Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Tax Filing and Processing Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Automated Grading of Tests Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Predictive Typing Assistant Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Text Classification and Mining for Biomedical Literature Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Dialect Classification Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Real-Time News Analysis and Competitive Intelligence Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Automated Tour Guide and Itinerary Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Querying Image Content Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Virtual Assistant for Patients Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Contract Analysis Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Automated CliffsNotes, Study Note, and Quiz Generator Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Automated Code Development Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Legal Document Review and Research Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Foreign Language Tutoring Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Language Translation Services Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Education for Autistic and Speech Deficient Kids Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Workflow and Project Management Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Mining, Processing, and Making Sense of Clinical Notes Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Algorithmic News Stories Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Virtual Assistants for Doctors Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Financial Search Engine Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Calendar, Meeting, Event Scheduling, and Reminder Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Hospital Patient Management System Software Revenue by Region, World Markets: 2016-2025
  • Natural Language Processing-Driven Social Media Bots Software Revenue by Region, World Markets: 2016-2025

 

ページTOPに戻る

あなたが最近チェックしたレポート一覧

  • 最近チェックしたレポートはありません。

お問い合せは、お電話・メール・WEBから承ります。お見積もりの作成もお気軽にご相談ください。

webからのお問い合せはこちらのフォームから承ります

office@dri.co.jp

 

ページTOPに戻る