市場調查報告書
商品編碼
1508745
自然語言處理市場:按解決方案、按技術、按行業、按地區Natural Language Processing Market, By Solution, By Technology, By Industry Vertical, By Geography |
預計2024年全球自然語言處理市場規模為267.1億美元,2031年預計將達到1,329.1億美元,2024年至2031年複合年成長率為25.8%。
自然語言處理(NLP)是人工智慧的一部分,它使用自然語言來處理人類與電腦的互動。 NLP 使用機器學習和深度學習演算法來理解、解釋和產生人類語言。透過利用這些技術,NLP 促進了各種應用中的人機交互,包括文字分析、機器翻譯、聊天機器人、虛擬助理和語音助理。隨著深度學習技術的進步,它正在迅速發展,為對話式人工智慧、情感分析等領域提供了新的機會。
全球自然語言處理市場的成長是由各種數位媒體線上互動的擴展以及組織管理大量非結構化文字資料的需求不斷成長所推動的。自然語言處理(NLP)有助於透過機器學習和語言技術從大量文字資料中提取有用資訊。深度學習的進步可以用來開拓更準確、更符合情境的 NLP 模型,這些模型可以整合到商業軟體和客戶支援系統等各種應用程式中,從而提供新的市場成長機會。然而,缺乏訓練演算法的高品質資料集以及推廣模型的困難可能會阻礙市場的成長。自然語言的演變和模糊文本的解釋也可能阻礙市場成長。
該報告對全球自然語言處理市場進行了詳細分析,並提供了以2023年為基準年的預測期(2024-2031)的市場規模和年複合成長率(CAGR%)。
它還闡明了各個細分市場的潛在商機,並解釋了該市場有吸引力的投資提案矩陣。
它還提供了有關市場促進因素、限制因素、機會、新產品發布和核准、市場趨勢、區域前景、主要企業採取的競爭策略等的重要見解。
根據公司亮點、產品系列、主要亮點、財務表現和策略等參數對全球自然語言處理市場的主要企業進行了分析。
本研究涵蓋的主要企業包括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。
該報告的見解使負責人和公司經營團隊能夠就未來的產品發布、升級、市場擴張和行銷策略做出明智的決策。
全球自然語言處理市場報告迎合了該行業的各種相關人員,如投資者、供應商、產品製造商、經銷商、新進業者和財務分析師。
相關人員可以透過用於全球自然語言處理市場分析的各種策略矩陣來促進他們的決策。
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.
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.
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.
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-