自然语言处理市场：按解决方案、按技术、按行业、按地区

预计2024年全球自然语言处理市场规模为267.1亿美元，2031年预计将达到1,329.1亿美元，2024年至2031年复合年增长率为25.8%。

图 1. 2024 年自然语言处理市场占有率(%)，依地区划分

自然语言处理（NLP）是人工智慧的一部分，它使用自然语言来处理人类与电脑的互动。 NLP 使用机器学习和深度学习演算法来理解、解释和产生人类语言。透过利用这些技术，NLP 促进了各种应用中的人机交互，包括文字分析、机器翻译、聊天机器人、虚拟助理和语音助理。随着深度学习技术的进步，它正在迅速发展，为对话式人工智慧、情感分析等领域提供了新的机会。

市场动态：

全球自然语言处理市场的成长是由各种数位媒体线上互动的扩展以及组织管理大量非结构化文字资料的需求不断增长所推动的。自然语言处理（NLP）有助于透过机器学习和语言技术从大量文字资料中提取有用资讯。深度学习的进步可以用来开拓更准确、更符合情境的 NLP 模型，这些模型可以整合到商业软体和客户支援系统等各种应用程式中，从而提供新的市场成长机会。然而，缺乏训练演算法的高品质资料集以及推广模型的困难可能会阻碍市场的成长。自然语言的演变和模糊文本的解释也可能阻碍市场成长。

本研究的主要特点

该报告对全球自然语言处理市场进行了详细分析，并提供了以2023年为基准年的预测期（2024-2031）的市场规模和年复合成长率（CAGR%）。

它还阐明了各个细分市场的潜在商机，并解释了该市场有吸引力的投资提案矩阵。

它还提供了有关市场驱动因素、限制因素、机会、新产品发布和核准、市场趋势、区域前景、主要企业采取的竞争策略等的重要见解。

根据公司亮点、产品系列、主要亮点、财务表现和策略等参数对全球自然语言处理市场的主要企业进行了分析。

本研究涵盖的主要企业包括AdAdobe Inc.、Amazon.com, Inc.、百度Inc.、Google, LLC.、Hewlett Packard Enterprise Development LP、IBM Corporation、Inbenta Holdings Inc.、Intel Corporation、JUST AI LIMITED 、 Linguamatics、Microsoft Corporation、NetBase Quid, Inc.、NVIDIA Corporation、Qualcomm Incorporated、SAP SE、SAS Institute Inc.、SoundHound AI, Inc.、Texas Instrument、Verint System Inc. 等。

该报告的见解使负责人和公司经营团队能够就未来的产品发布、升级、市场扩张和行销策略做出明智的决策。

全球自然语言处理市场报告迎合了该行业的各种相关人员，如投资者、供应商、产品製造商、经销商、新进业者和财务分析师。

相关人员可以透过用于全球自然语言处理市场分析的各种策略矩阵来促进他们的决策。

目录

第一章 研究目的与前提

• 研究目标
• 先决条件
• 简称

第二章 市场展望

• 报告说明
  • 市场定义和范围
• 执行概述
• 一致的机会地图 (COM)

第三章市场动态、法规及趋势分析

• 市场动态
  • 促进因素
  • 抑制因素
  • 市场机会
• 监管场景
• 产业动态
• 併购
• 新系统的推出/核准
• COVID-19 大流行的影响

第 4 章 全球自然语言处理市场（按解决方案），2019-2031 年

• 介绍
• 硬体
• 软体
• 服务

第五章全球自然语言处理市场（依技术），2019-2031

• 介绍
• 互动式语音应答 (IVR)
• 光学字元辨识 (OCR)
• 文字分析
• 语音分析
• 分类与分类
• 图案和图像识别
• 其他（自动编码、专业服务等）

第六章 全球自然语言处理市场（依产业），2019-2031

• 介绍
• BFSI
• 医疗保健
• 资讯科技和通讯
• 零售
• 製造业
• 媒体与娱乐
• 其他的

第七章 全球自然语言处理市场（按地区），2019-2031

• 介绍
• 北美洲
• 欧洲
• 亚太地区
• 拉丁美洲
• 中东/非洲

第八章 竞争格局

• 公司简介
  • Adobe Inc.
  • Amazon.com, Inc.
  • Baidu Inc.
  • Google, LLC.
  • Hewlett Packard Enterprise Development LP
  • IBM Corporation
  • Inbenta Holdings Inc.
  • Intel Corporation
  • JUST AI LIMITED
  • Linguamatics
  • Microsoft Corporation
  • NetBase Quid, Inc.
  • Qualcomm Incorporated
  • SAP SE
  • SAS Institute Inc.
  • SoundHound AI, Inc.
  • Texas Instrument
  • Verint System Inc.

第九章 分析师建议

• 升起和降落
• 综合机会图

第10章调查方法

• 参考
• 调查方法

Global natural language processing market is estimated to be valued at US$ 26.71 billion in 2024 and is expected to reach US$ 132.91 billion by 2031, exhibiting a compound annual growth rate (CAGR) of 25.8% from 2024 to 2031.

Figure 1. Natural Language Processing Market Share (%), By Region, 2024

Natural language processing (NLP) is an area of artificial intelligence that deals with the interaction between computers and humans using the natural language. NLP uses machine learning and deep learning algorithms to understand, interpret, and generate human language. By utilizing these technologies, NLP facilitates human-computer interaction in various applications such as text analytics, machine translation, chatbots, virtual assistants, and voice assistants. It is evolving rapidly with advancements in deep learning techniques that offers new opportunities in fields like conversational AI, sentiment analysis, and others.

Market Dynamics:

Global natural language processing market growth is driven by growing online interactions through various digital mediums and rising need for managing large volumes of unstructured text data in organizations. NLP helps to extract useful information from huge amounts of text data through machine learning and linguistic techniques. Developing more accurate and contextual NLP models using deep learning advancements and integrating them into various applications like business software and customer support systems can offer new market growth opportunities. However, lack of quality datasets for training algorithms and difficulties generalizing models can hamper the market growth. Evolving natural languages and interpreting ambiguous texts can also hamper the market growth.

Key features of the study:

This report provides in-depth analysis of the global natural language processing market, and provides market size (US$ billion) and compound annual growth rate (CAGR%) for the forecast period (2024-2031), considering 2023 as the base year

It elucidates potential revenue opportunities across different segments and explains attractive investment proposition matrices for this market

This study also provides key insights about market drivers, restraints, opportunities, new product launches or approval, market trends, regional outlook, and competitive strategies adopted by key players

It profiles key players in the global natural language processing market based on the following parameters - company highlights, products portfolio, key highlights, financial performance, and strategies

Key companies covered as a part of this study include Adobe Inc., Amazon.com, Inc., Baidu Inc., Google, LLC., Hewlett Packard Enterprise Development LP, IBM Corporation, Inbenta Holdings Inc., Intel Corporation, JUST AI LIMITED, Linguamatics, Microsoft Corporation, NetBase Quid, Inc., NVIDIA Corporation, Qualcomm Incorporated, SAP SE, SAS Institute Inc., SoundHound AI, Inc., Texas Instrument, Verint System Inc.

Insights from this report would allow marketers and the management authorities of the companies to make informed decisions regarding their future product launches, type up-gradation, market expansion, and marketing tactics

Global natural language processing market report caters to various stakeholders in this industry including investors, suppliers, product manufacturers, distributors, new entrants, and financial analysts

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the global natural language processing market

Detailed Segmentation-

• By Solution
  • Hardware
  • Software
  • Services
• By Technology
  • Interactive Voice Response (IVR)
  • Optical Character Recognition (OCR)
  • Text Analytics
  • Speech Analytics
  • Classification and Categorization
  • Pattern and Image Recognition
  • Others (Auto Coding, Professional Services, and Others)
• By Industry Vertical
  • BFSI
  • Healthcare
  • IT and Telecom
  • Retail
  • Manufacturing
  • Media and Entertainment
  • Other End-use Industries
• By Region
  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East & Africa
• Key Players Insights
  • Adobe Inc.
  • Amazon.com, Inc.
  • Baidu Inc.
  • Google, LLC.
  • Hewlett Packard Enterprise Development LP
  • IBM Corporation
  • Inbenta Holdings Inc.
  • Intel Corporation
  • JUST AI LIMITED
  • Linguamatics
  • Microsoft Corporation
  • NetBase Quid, Inc.
  • NVIDIA Corporation
  • Qualcomm Incorporated
  • SAP SE
  • SAS Institute Inc.
  • SoundHound AI, Inc.
  • Texas Instrument
  • Verint System Inc.

Table of Contents

1. Research Objectives and Assumptions

• Research Objectives
• Assumptions
• Abbreviations

2. Market Purview

• Report Description
  • Market Definition and Scope
• Executive Summary
  • Market Snippet, By Solution
  • Market Snippet, By Technology
  • Market Snippet, By Industry Vertical
  • Market Snippet, By Region
• Coherent Opportunity Map (COM)

3. Market Dynamics, Regulations, and Trends Analysis

• Market Dynamics
  • Drivers
  • Restraints
  • Market Opportunities
• Regulatory Scenario
• Industry Trend
• Merger and Acquisitions
• New System Launch/Approvals
• Impact of COVID-19 Pandemic

4. Global Natural Language Processing Market, By Solution, 2019-2031, (US$ Billion)

• Introduction
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• Hardware
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Software
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Services
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)

5. Global Natural Language Processing Market, By Technology, 2019-2031, (US$ Billion)

• Introduction
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• Interactive Voice Response (IVR)
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Optical Character Recognition (OCR)
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Text Analytics
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Speech Analytics
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Classification and Categorization
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Pattern and Image Recognition
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)
• Others (Auto Coding, Professional Services, and Others)
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)

6. Global Natural Language Processing Market, By Industry Vertical, 2019-2031, (US$ Billion)

• Introduction
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• BFSI
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• Healthcare
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• IT and Telecom
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• Retail
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• Manufacturing
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• Media and Entertainment
  • Market Share Analysis, 2024 and 2031 (%)
  • Segment Trends
• Other End-use Industries
  • Introduction
  • Market Size and Forecast, 2019-2031, (US$ Billion)

7. Global Natural Language Processing Market, By Region, 2019-2031, (US$ Billion)

• Introduction
  • Market Share Analysis, By Region, 2024 and 2031 (%)
• North America
  • Regional Trends
  • Market Size and Forecast, By Solution, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Technology, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Industry Vertical, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Country, 2019-2031, (US$ Billion)
    • U.S.
    • Canada
• Europe
  • Regional Trends
  • Market Size and Forecast, By Solution, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Technology, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Industry Vertical, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Country, 2019-2031, (US$ Billion)
    • U.K.
    • Germany
    • France
    • Russia
    • Rest of Europe
• Asia Pacific
  • Regional Trends
  • Market Size and Forecast, By Solution, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Technology, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Industry Vertical, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Country, 2019-2031, (US$ Billion)
    • China
    • India
    • Japan
    • ASEAN
    • Australia
    • South Korea
    • Rest of Asia Pacific
• Latin America
  • Regional Trends
  • Market Size and Forecast, By Solution, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Technology, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Industry Vertical, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Country, 2019-2031, (US$ Billion)
    • Brazil
    • Argentina
    • Mexico
    • Rest of Latin America
• Middle East & Africa
  • Regional Trends
  • Market Size and Forecast, By Solution, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Technology, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Industry Vertical, 2019-2031, (US$ Billion)
  • Market Size and Forecast, By Country, 2019-2031, (US$ Billion)
    • South Africa
    • GCC Countries
    • Rest of the Middle East & Africa

8. Competitive Landscape

• Company Profiles
  • Adobe Inc.
    • Company Overview
    • Product Portfolio
    • Financial Performance
    • Key Strategies
    • Recent Developments/Updates
  • Amazon.com, Inc.
  • Baidu Inc.
  • Google, LLC.
  • Hewlett Packard Enterprise Development LP
  • IBM Corporation
  • Inbenta Holdings Inc.
  • Intel Corporation
  • JUST AI LIMITED
  • Linguamatics
  • Microsoft Corporation
  • NetBase Quid, Inc.
  • Qualcomm Incorporated
  • SAP SE
  • SAS Institute Inc.
  • SoundHound AI, Inc.
  • Texas Instrument
  • Verint System Inc.

9. Analyst Recommendations

• Wheel of Fortune
• Analyst View
• Coherent Opportunity Map

10. Research Methodology

• References
• Research Methodology
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