학술 연구/출판용 AI 데이터 세트 및 라이선싱 시장(2025-2029년)

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