2025-2029年全球人工智慧资料集及学术研究与出版授权市场

预计从 2024 年到 2029 年，全球人工智慧资料集及学术研究和出版授权市场规模将成长 12.836 亿美元，预测期内复合年增长率为 29.7%。

本报告对全球人工智慧资料集及学术研究和出版授权市场进行了全面分析，包括市场规模和预测、趋势、成长要素、挑战以及对约 25 家公司的供应商分析。

该报告对当前市场格局、最新趋势和驱动因素以及整体市场环境进行了最新分析。市场成长要素包括：大规模生成模型激增导致对专业资料集的需求增加；人们日益关注人工智慧的伦理和公平性；新的法规结构不断涌现；以及政府和公私合营为普及人工智慧研究能力而采取的策略倡议。

本研究采用客观的方法，结合一手和二手讯息，包括来自主要行业相关人员的意见。报告包含全面的市场规模数据、区域細項分析、供应商格局以及对主要企业的分析。报告提供历史数据和预测数据。

该研究表明，合成数据正逐渐成为一种可行且必要的替代方案，是未来几年推动全球人工智慧数据集市场成长以及学术研究和出版领域授权许可的关键因素之一。数据驱动型人工智慧和整合式机器学习平台的日益普及，以及对高度专业化、领域特定和多模态数据集需求的激增，预计将在市场上创造巨大的需求。

目录

第一章执行摘要

第二章 Technavio 分析

• 价格回应性、生命週期、顾客购买篮子、采纳率和购买标准分析
• 投入与差异化因素的重要性
• 混淆来源
• 驱动因素和挑战的影响

第三章 市场情势

• 市场生态系统
• 市场特征
• 价值链分析

第四章 市场规模

• 市场定义
• 市场区隔分析
• 2024年市场规模
• 2024-2029年市场展望

第五章 市场规模表现

• 2019-2023年全球人工智慧资料集及学术研究与出版授权市场
• 应用细分市场分析，2019-2023 年
• 类型細項分析，2019-2023年
• 最终用户细分市场分析，2019-2023 年
• 区域细分市场分析，2019-2023年
• 国家细分市场分析，2019-2023年

第六章五力分析

• 五力分析概述
• 买方的议价能力
• 供应商的议价能力
• 新进入者的威胁
• 替代品的威胁
• 竞争威胁
• 市场状况

第七章 按应用程式进行市场区隔

• 比较：透过应用
• 训练
• 微调
• RAG
• 推理
• 按应用分類的市场机会

第八章 按类型分類的市场区隔

• 比较：按类型
• 专有许可
• 订阅类型
• 开放获取公共许可证
• 企业许可
• 按类型分類的市场机会

9. 按最终用户进行市场区隔

• 比较：按最终用户
• 生命科学与製药
• 食品科学
• 化学
• 工程/材料科学
• 按最终用户分類的市场机会

第十章 客户情况

第十一章 区域情势

• 区域细分
• 区域比较
• 北美洲
  • 美国
  • 加拿大
  • 墨西哥
• 欧洲
  • 德国
  • 英国
  • 法国
  • 义大利
  • 荷兰
  • 西班牙
• 亚太地区
  • 中国
  • 日本
  • 印度
  • 澳洲
  • 韩国
  • 印尼
• 南美洲
  • 巴西
  • 阿根廷
  • 哥伦比亚
• 中东和非洲
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 南非
  • 以色列
  • 土耳其
• 各区域的市场机会

第十二章：驱动因素、挑战与机会

• 市场驱动因素
• 市场挑战
• 驱动因素和挑战的影响
• 市场机会

第十三章 竞争格局

• 概述
• 竞争格局
• 令人困惑的局面
• 产业风险

第十四章 竞争分析

• 公司简介
• 企业排名指数
• 公司市场定位
• Baidu Inc.
• ByteDance Ltd.
• Clarivate PLC
• Copyright Clearance Center Inc.
• Elsevier Ltd.
• Informa PLC
• Institute of Electrical and Electronics Engineers Inc.
• John Wiley and Sons Inc.
• Microsoft Corp.
• OpenAI
• ProQuest LLC
• SAGE Publications Inc.
• Springer Verlag GmbH
• Taylor and Francis
• Wolters Kluwer NV

第十五章附录

The global AI datasets and licensing for academic research and publishing market is forecasted to grow by USD 1283.6 mn during 2024-2029, accelerating at a CAGR of 29.7% during the forecast period. The report on the global AI datasets and licensing for academic research and publishing market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of large scale generative models and consequent demand for specialized datasets, heightened focus on AI ethics, fairness, and emerging regulatory frameworks, strategic government and public-private initiatives to democratize AI research capabilities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global AI datasets and licensing for academic research and publishing market is segmented as below:

By Application

• Training
• Fine tuning
• RAG
• Inference

By Type

• Proprietary licensing
• Subscription-based
• Open access and public licensing
• Enterprise licensing

By End-User

• Life sciences and pharmaceuticals
• Food science
• Chemistry
• Engineering and material science

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • Italy
  • The Netherlands
  • Spain
• APAC
  • China
  • Japan
  • India
  • Australia
  • South Korea
  • Indonesia
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• Rest of World (ROW)

This study identifies the ascendance of synthetic data as viable and necessary alternative as one of the prime reasons driving the global AI datasets and licensing for academic research and publishing market growth during the next few years. Also, proliferation of data-centric AI and integrated mlops platforms and surge in demand for highly specialized, domain-specific, and multimodal datasets will lead to sizable demand in the market.

The report on the global AI datasets and licensing for academic research and publishing market covers the following areas:

• Global AI datasets and licensing for academic research and publishing market sizing
• Global AI datasets and licensing for academic research and publishing market forecast
• Global AI datasets and licensing for academic research and publishing market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI datasets and licensing for academic research and publishing market vendors that include American Chemical Society, Baidu Inc., ByteDance Ltd., Clarivate PLC, Copyright Clearance Center Inc., DataCite, Digital Science and Research Solutions Ltd., Elsevier Ltd., Informa PLC, Institute of Electrical and Electronics Engineers Inc., John Wiley and Sons Inc., Microsoft Corp., OpenAI, ProQuest LLC, SAGE Publications Inc., Springer Verlag GmbH, Taylor and Francis, Wolters Kluwer NV, Zenodo. Also, the global AI datasets and licensing for academic research and publishing market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global AI Datasets And Licensing For Academic Research And Publishing Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI Datasets And Licensing For Academic Research And Publishing Market 2019 - 2023 ($ million)
• 5.2 Application segment analysis 2019 - 2023
  • Historic Market Size - Application Segment 2019 - 2023 ($ million)
• 5.3 Type segment analysis 2019 - 2023
  • Historic Market Size - Type Segment 2019 - 2023 ($ million)
• 5.4 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition

7 Market Segmentation by Application

• 7.1 Market segments
• 7.2 Comparison by Application
• 7.3 Training - Market size and forecast 2024-2029
• 7.4 Fine tuning - Market size and forecast 2024-2029
• 7.5 RAG - Market size and forecast 2024-2029
• 7.6 Inference - Market size and forecast 2024-2029
• 7.7 Market opportunity by Application
  • Market opportunity by Application ($ million)

8 Market Segmentation by Type

• 8.1 Market segments
• 8.2 Comparison by Type
• 8.3 Proprietary licensing - Market size and forecast 2024-2029
• 8.4 Subscription-based - Market size and forecast 2024-2029
• 8.5 Open access and public licensing - Market size and forecast 2024-2029
• 8.6 Enterprise licensing - Market size and forecast 2024-2029
• 8.7 Market opportunity by Type
  • Market opportunity by Type ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 Life sciences and pharmaceuticals - Market size and forecast 2024-2029
• 9.4 Food science - Market size and forecast 2024-2029
• 9.5 Chemistry - Market size and forecast 2024-2029
• 9.6 Engineering and material science - Market size and forecast 2024-2029
• 9.7 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
• 11.2 Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • 11.3.1 US - Market size and forecast 2024-2029
  • 11.3.2 Canada - Market size and forecast 2024-2029
  • 11.3.3 Mexico - Market size and forecast 2024-2029
• 11.4 Europe - Market size and forecast 2024-2029
  • 11.4.1 Germany - Market size and forecast 2024-2029
  • 11.4.2 UK - Market size and forecast 2024-2029
  • 11.4.3 France - Market size and forecast 2024-2029
  • 11.4.4 Italy - Market size and forecast 2024-2029
  • 11.4.5 The Netherlands - Market size and forecast 2024-2029
  • 11.4.6 Spain - Market size and forecast 2024-2029
• 11.5 APAC - Market size and forecast 2024-2029
  • 11.5.1 China - Market size and forecast 2024-2029
  • 11.5.2 Japan - Market size and forecast 2024-2029
  • 11.5.3 India - Market size and forecast 2024-2029
  • 11.5.4 Australia - Market size and forecast 2024-2029
  • 11.5.5 South Korea - Market size and forecast 2024-2029
  • 11.5.6 Indonesia - Market size and forecast 2024-2029
• 11.6 South America - Market size and forecast 2024-2029
  • 11.6.1 Brazil - Market size and forecast 2024-2029
  • 11.6.2 Argentina - Market size and forecast 2024-2029
  • 11.6.3 Colombia - Market size and forecast 2024-2029
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • 11.7.1 Saudi Arabia - Market size and forecast 2024-2029
  • 11.7.2 UAE - Market size and forecast 2024-2029
  • 11.7.3 South Africa - Market size and forecast 2024-2029
  • 11.7.4 Israel - Market size and forecast 2024-2029
  • 11.7.5 Turkey - Market size and forecast 2024-2029
• 11.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

• 12.1 Market drivers
  • Proliferation of large scale generative models and consequent demand for specialized datasets
  • Heightened focus on AI ethics, fairness, and emerging regulatory frameworks
  • Strategic government and public-private initiatives to democratize AI research capabilities
• 12.2 Market challenges
  • Navigating complex and fragmented regulatory landscape for data privacy and usage
  • Prohibitive costs and accessibility barriers for high-quality datasets
  • Ensuring data quality, mitigating inherent bias, and establishing ethical frameworks
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities
  • Ascendance of synthetic data as viable and necessary alternative
  • Proliferation of data-centric AI and integrated MLOps platforms
  • Surge in demand for highly specialized, domain-specific, and multimodal datasets

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Baidu Inc.
  • Baidu Inc. - Overview
  • Baidu Inc. - Business segments
  • Baidu Inc. - Key offerings
  • Baidu Inc. - Segment focus
  • SWOT
• 14.5 ByteDance Ltd.
  • ByteDance Ltd. - Overview
  • ByteDance Ltd. - Product / Service
  • ByteDance Ltd. - Key offerings
  • SWOT
• 14.6 Clarivate PLC
  • Clarivate PLC - Overview
  • Clarivate PLC - Business segments
  • Clarivate PLC - Key offerings
  • Clarivate PLC - Segment focus
  • SWOT
• 14.7 Copyright Clearance Center Inc.
  • Copyright Clearance Center Inc. - Overview
  • Copyright Clearance Center Inc. - Product / Service
  • Copyright Clearance Center Inc. - Key offerings
  • SWOT
• 14.8 Elsevier Ltd.
  • Elsevier Ltd. - Overview
  • Elsevier Ltd. - Product / Service
  • Elsevier Ltd. - Key offerings
  • SWOT
• 14.9 Informa PLC
  • Informa PLC - Overview
  • Informa PLC - Product / Service
  • Informa PLC - Key offerings
  • SWOT
• 14.10 Institute of Electrical and Electronics Engineers Inc.
  • Institute of Electrical and Electronics Engineers Inc. - Overview
  • Institute of Electrical and Electronics Engineers Inc. - Product / Service
  • Institute of Electrical and Electronics Engineers Inc. - Key offerings
  • SWOT
• 14.11 John Wiley and Sons Inc.
  • John Wiley and Sons Inc. - Overview
  • John Wiley and Sons Inc. - Business segments
  • John Wiley and Sons Inc. - Key offerings
  • John Wiley and Sons Inc. - Segment focus
  • SWOT
• 14.12 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 14.13 OpenAI
  • OpenAI - Overview
  • OpenAI - Product / Service
  • OpenAI - Key offerings
  • SWOT
• 14.14 ProQuest LLC
  • ProQuest LLC - Overview
  • ProQuest LLC - Product / Service
  • ProQuest LLC - Key offerings
  • SWOT
• 14.15 SAGE Publications Inc.
  • SAGE Publications Inc. - Overview
  • SAGE Publications Inc. - Product / Service
  • SAGE Publications Inc. - Key offerings
  • SWOT
• 14.16 Springer Verlag GmbH
  • Springer Verlag GmbH - Overview
  • Springer Verlag GmbH - Business segments
  • Springer Verlag GmbH - Key offerings
  • Springer Verlag GmbH - Segment focus
  • SWOT
• 14.17 Taylor and Francis
  • Taylor and Francis - Overview
  • Taylor and Francis - Product / Service
  • Taylor and Francis - Key offerings
  • SWOT
• 14.18 Wolters Kluwer NV
  • Wolters Kluwer NV - Overview
  • Wolters Kluwer NV - Business segments
  • Wolters Kluwer NV - Key news
  • Wolters Kluwer NV - Key offerings
  • Wolters Kluwer NV - Segment focus
  • SWOT

15 Appendix

• 15.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations