AI Datasets & Licensing For Academic Research And Publishing Market Size, Share & Trends Analysis Report By Application, By Customer Type, By Licensing Type, By Vertical (Life Science & Pharmaceuticals, Health Sciences), By Region, And Segment Forecasts, 2025 - 2030

Table of Contents

Chapter 1. Methodology and Scope
                   1.1. Market Segmentation & Scope
                   1.2. Market Definition
                   1.3. Information Procurement
                       1.3.1. Purchased Database
                       1.3.2. GVR’s Internal Database
                       1.3.3. Secondary Sources & Third-Party Perspectives
                       1.3.4. Primary Research
                   1.4. Information Analysis
                       1.4.1. Data Analysis Models
                   1.5. Market Formulation & Data Visualization
                   1.6. Data Validation & Publishing
Chapter 2. Executive Summary
                   2.1. Market Insights
                   2.2. Segmental Outlook
                   2.3. Competitive Outlook
Chapter 3. AI Datasets and Licensing for Academic Research and Publishing Market Variables, Trends & Scope
                   3.1. Global AI Datasets and Licensing for Academic Research and Publishing Market Outlook
                   3.2. Industry Value Chain Analysis
                   3.3. Market Dynamics
                       3.3.1. Market Driver Analysis
                       3.3.2. Market Restraint Analysis
                       3.3.3. Industry Challenges
                   3.4. Porter’s Five Forces Analysis
                       3.4.1. Supplier Power
                       3.4.2. Buyer Power
                       3.4.3. Substitution Threat
                       3.4.4. Threat from New Entrant
                       3.4.5. Competitive Rivalry
                   3.5. PESTEL Analysis
                       3.5.1. Political Landscape
                       3.5.2. Economic Landscape
                       3.5.3. Social Landscape
                       3.5.4. Technological Landscape
                       3.5.5. Environmental Landscape
                       3.5.6. Legal Landscape
Chapter 4. AI Datasets and Licensing for Academic Research and Publishing Market: Application Estimates & Forecasts
                   4.1. AI Datasets and Licensing for Academic Research and Publishing Market: Application Movement Analysis, 2024 & 2030
                       4.1.1. Training
                           4.1.1.1. Training Market estimates and forecast, 2018 - 2030 (USD Million)
                       4.1.2. Fine Tuning
                           4.1.2.1. Fine Tuning Market estimates and forecast, 2018 - 2030 (USD Million)
                       4.1.3. Retrieval-Augmented Generation (RAG)
                           4.1.3.1. Retrieval-Augmented Generation (RAG) Market estimates and forecast, 2018 - 2030 (USD Million)
                       4.1.4. Inference
                           4.1.4.1. Inference Market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 5. AI Datasets and Licensing for Academic Research and Publishing Market: Customer Type Estimates & Forecasts
                   5.1. AI Datasets and Licensing for Academic Research and Publishing Market: Application Movement Analysis, 2024 & 2030
                       5.1.1. Large Language Model (LLM) Builders
                           5.1.1.1. Large Language Model (LLM) Builders Market estimates and forecast, 2018 - 2030 (USD Million)
                       5.1.2. Application Developers Application Developers Market estimates and forecast, 2018 - 2030 (USD Million)
                       5.1.3. Enterprises
                           5.1.3.1. Enterprises Market estimates and forecast, 2018 - 2030 (USD Million)
                       5.1.4. Research Institutions & Academia
                           5.1.4.1. Research Institutions & Academia Market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 6. AI Datasets and Licensing for Academic Research and Publishing Market: Licensing Type Estimates & Forecasts
                   6.1. AI Datasets and Licensing for Academic Research and Publishing Market: Licensing Type Movement Analysis, 2024 & 2030
                       6.1.1. Proprietary Licensing
                           6.1.1.1. Proprietary licensing market estimates and forecast, 2018 - 2030 (USD Million)
                       6.1.2. Subscription-Based
                           6.1.2.1. Subscription-based market estimates and forecast, 2018 - 2030 (USD Million)
                       6.1.3. Open Access and Public Licensing
                           6.1.3.1. Open access and public licensing market estimates and forecast, 2018 - 2030 (USD Million)
                       6.1.4. Usage-Based Licensing
                           6.1.4.1. Usage-based licensing market estimates and forecast, 2018 - 2030 (USD Million)
                       6.1.5. Custom/Enterprise Licensing
                           6.1.5.1. Custom/Enterprise Licensing market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 7. AI Datasets and Licensing for Academic Research and Publishing Market: Vertical Outlook Estimates & Forecasts
                   7.1. AI Datasets and Licensing for Academic Research and Publishing Market: Vertical Movement Analysis, 2024 & 2030
                       7.1.1. Life Sciences and Pharmaceuticals
                           7.1.1.1. Life Sciences and Pharmaceuticals Market estimates and forecast, 2018 - 2030 (USD Million)
                       7.1.2. Health Sciences
                           7.1.2.1. Health Sciences Market estimates and forecast, 2018 - 2030 (USD Million)
                       7.1.3. Food Science
                           7.1.3.1. Food Science Market estimates and forecast, 2018 - 2030 (USD Million)
                       7.1.4. Chemistry
                           7.1.4.1. Chemistry Market estimates and forecast, 2018 - 2030 (USD Million)
                       7.1.5. Engineering
                           7.1.5.1. Engineering Market estimates and forecast, 2018 - 2030 (USD Million)
                       7.1.6. Material Science
                           7.1.6.1. Material Science Market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 8. AI Datasets and Licensing for Academic Research and Publishing Market: Regional Estimates & Trend Analysis
                   8.1. AI Datasets and Licensing for Academic Research and Publishing Market Share, By Region, 2024 & 2030 (USD Million)
                   8.2. North America
                       8.2.1. North America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.2.1.1. North America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
                           8.2.1.2. North America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.2.1.3. North America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.2.1.4. North America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.2.1.5. North America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.2.2. U.S.
                           8.2.2.1. U.S. AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.2.2.2. U.S. AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.2.2.3. U.S. AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.2.2.4. U.S. AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.2.2.5. U.S. AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.2.3. Canada
                           8.2.3.1. Canada AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.2.3.2. Canada AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.2.3.3. Canada AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.2.3.4. Canada AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.2.3.5. Canada AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.2.4. Mexico
                           8.2.4.1. Mexico AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.2.4.2. Mexico AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.2.4.3. Mexico AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.2.4.4. Mexico AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.2.4.5. Mexico AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                   8.3. Europe
                       8.3.1. Europe AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.3.1.1. Europe AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
                           8.3.1.2. Europe AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.3.1.3. Europe AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.3.1.4. Europe AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.3.1.5. Europe AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.3.2. UK
                           8.3.2.1. UK AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.3.2.2. UK AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.3.2.3. UK AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.3.2.4. UK AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.3.2.5. UK AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.3.3. Germany
                           8.3.3.1. Germany AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.3.3.2. Germany AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.3.3.3. Germany AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.3.3.4. Germany AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.3.3.5. Germany AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.3.4. France
                           8.3.4.1. France AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.3.4.2. France AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.3.4.3. France AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.3.4.4. France AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.3.4.5. France AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                   8.4. Asia Pacific
                       8.4.1. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.4.1.1. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
                           8.4.1.2. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.4.1.3. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.4.1.4. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.4.1.5. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.4.2. China
                           8.4.2.1. China AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.4.2.2. China AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.4.2.3. China AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.4.2.4. China AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.4.2.5. China AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.4.3. Japan
                           8.4.3.1. Japan AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.4.3.2. Japan AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.4.3.3. Japan AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.4.3.4. Japan AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.4.3.5. Japan AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.4.4. India
                           8.4.4.1. India AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.4.4.2. India AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.4.4.3. India AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.4.4.4. India AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.4.4.5. India AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.4.5. South Korea
                           8.4.5.1. South Korea AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.4.5.2. South Korea AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.4.5.3. South Korea AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.4.5.4. South Korea Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.4.5.5. South Korea AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.4.6. Australia
                           8.4.6.1. Australia AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.4.6.2. Australia AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.4.6.3. Australia AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.4.6.4. Australia AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.4.6.5. Australia AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                   8.5. Latin America
                       8.5.1. Latin America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.5.1.1. Latin America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
                           8.5.1.2. Latin America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.5.1.3. Latin America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.5.1.4. Latin America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.5.1.5. Latin America AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.5.2. Brazil
                           8.5.2.1. Brazil AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.5.2.2. Brazil AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.5.2.3. Brazil AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.5.2.4. Brazil AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.5.2.5. Brazil AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                   8.6. Middle East and Africa
                       8.6.1. Middle East and Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.6.1.1. Middle East and Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
                           8.6.1.2. Middle East and Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.6.1.3. Middle East and Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.6.1.4. Middle East and Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.6.1.5. Middle East and Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.6.2. UAE
                           8.6.2.1. UAE AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.6.2.2. UAE AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.6.2.3. UAE AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.6.2.4. UAE AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.6.2.5. UAE AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.6.3. KSA
                           8.6.3.1. KSA AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.6.3.2. KSA AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.6.3.3. KSA AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.6.3.4. KSA AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.6.3.5. KSA AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
                       8.6.4. South Africa
                           8.6.4.1. South Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
                           8.6.4.2. South Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
                           8.6.4.3. South Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Customer Type, 2018 - 2030 (USD Million)
                           8.6.4.4. South Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Licensing Type, 2018 - 2030 (USD Million)
                           8.6.4.5. South Africa AI Datasets and Licensing for Academic Research and Publishing Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
Chapter 9. Competitive Landscape
                   9.1. Recent Developments & Impact Analysis, By Key Market Participants
                   9.2. Vendor Landscape
                       9.2.1. Company categorization
                       9.2.2. List of Key Distributors and channel Partners
                       9.2.3. List of Potential Customers/Listing
                   9.3. Competitive Dynamics
                       9.3.1. Competitive Benchmarking
                       9.3.2. Strategy Mapping
                       9.3.3. Heat Map Analysis
                   9.4. Company Profiles/Listing
                       9.4.1. Elsevier
                           9.4.1.1. Participant’s overview
                           9.4.1.2. Financial performance
                           9.4.1.3. Application benchmarking
                           9.4.1.4. Strategic initiatives
                       9.4.2. Springer Nature
                           9.4.2.1. Participant’s overview
                           9.4.2.2. Financial performance
                           9.4.2.3. Application benchmarking
                           9.4.2.4. Strategic initiatives
                       9.4.3. Institute of Electrical and Electronics Engineers (EEE)
                           9.4.3.1. Participant’s overview
                           9.4.3.2. Financial performance
                           9.4.3.3. Application benchmarking
                           9.4.3.4. Strategic initiatives
                       9.4.4. Wolters Kluwer N.V.
                           9.4.4.1. Participant’s overview
                           9.4.4.2. Financial performance
                           9.4.4.3. Application benchmarking
                           9.4.4.4. Strategic initiatives
                       9.4.5. Taylor & Francis (division of Informa plc)
                           9.4.5.1. Participant’s overview
                           9.4.5.2. Financial performance
                           9.4.5.3. Application benchmarking
                           9.4.5.4. Strategic initiatives
                       9.4.6. American Chemical Society
                           9.4.6.1. Participant’s overview
                           9.4.6.2. Financial performance
                           9.4.6.3. Application benchmarking
                           9.4.6.4. Strategic initiatives
                       9.4.7. Clarivate
                           9.4.7.1. Participant’s overview
                           9.4.7.2. Financial performance
                           9.4.7.3. Application benchmarking
                           9.4.7.4. Strategic initiatives
                       9.4.8. ProQuest (part of Clarivate)
                           9.4.8.1. Participant’s overview
                           9.4.8.2. Financial performance
                           9.4.8.3. Application benchmarking
                           9.4.8.4. Strategic initiatives
                       9.4.9. Digital Science
                           9.4.9.1. Participant’s overview
                           9.4.9.2. Financial performance
                           9.4.9.3. Application benchmarking
                           9.4.9.4. Strategic initiatives
                       9.4.10. Sage Publishing
                           9.4.10.1. Participant’s overview
                           9.4.10.2. Financial performance
                           9.4.10.3. Application benchmarking
                           9.4.10.4. Strategic initiatives
                       9.4.11. Zenodo
                           9.4.11.1. Participant’s overview
                           9.4.11.2. Financial performance
                           9.4.11.3. Application benchmarking
                           9.4.11.4. Strategic initiatives
                       9.4.12. DataCite
                           9.4.12.1. Participant’s overview
                           9.4.12.2. Financial performance
                           9.4.12.3. Application benchmarking
                           9.4.12.4. Strategic initiatives
                       9.4.13. Figshare
                           9.4.13.1. Participant’s overview
                           9.4.13.2. Financial performance
                           9.4.13.3. Application benchmarking
                           9.4.13.4. Strategic initiatives

List of Tables

Table 1. Global AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by region, 2018 - 2030 (USD Million)
Table 2. Global AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 3. Global AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 4. Global AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 5. Global AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 6. North America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
Table 7. North America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 8. North America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 9. North America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 10. North America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 11. U.S. AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 12. U.S. AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 13. U.S. AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 14. U.S. AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 15. Canada AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 16. Canada AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 17. Canada AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 18. Canada AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 19. Mexico AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 20. Mexico AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 21. Mexico AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 22. Mexico AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 23. Europe AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
Table 24. Europe AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 25. Europe AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 26. Europe AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 27. Europe AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 28. UK AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 29. UK AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 30. UK AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 31. UK AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 32. Germany AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 33. Germany AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 34. Germany AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 35. Germany AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 36. France AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 37. France AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 38. France AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 39. France AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 40. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
Table 41. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 42. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 43. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 44. Asia Pacific AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 45. China AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 46. China AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 47. China AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 48. China AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 49. Japan AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 50. Japan AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 51. Japan AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 52. Japan AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 53. India AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 54. India AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 55. India AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 56. India AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 57. Australia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 58. Australia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 59. Australia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 60. Australia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 61. South Korea AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 62. South Korea AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 63. South Korea AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 64. South Korea AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 65. Latin America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
Table 66. Latin America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 67. Latin America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 68. Latin America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 69. Latin America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 70. Brazil AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 71. Brazil AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 72. Brazil AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 73. Brazil AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 74. Middle East & Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
Table 75. Middle East & Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 76. Middle East & Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 77. Middle East & Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 78. Middle East & Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 79. Saudi Arabia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 80. Saudi Arabia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 81. Saudi Arabia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 82. Saudi Arabia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 83. UAE AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 84. UAE AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 85. UAE AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 86. UAE AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
Table 87. South Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
Table 88. South Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Customer Type, 2018 - 2030 (USD Million)
Table 89. South Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Licensing Type, 2018 - 2030 (USD Million)
Table 90. South Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)

List of Figures

Fig. 1 AI Datasets and Licensing for Academic Research and Publishing market segmentation
Fig. 2 Market research process
Fig. 3 Information procurement
Fig. 4 Primary research pattern
Fig. 5 Market research approaches
Fig. 6 Parent market analysis
Fig. 7 Market formulation & validation
Fig. 8 AI Datasets and Licensing for Academic Research and Publishing market snapshot
Fig. 9 AI Datasets and Licensing for Academic Research and Publishing market segment snapshot
Fig. 10 AI Datasets and Licensing for Academic Research and Publishing market competitive landscape snapshot
Fig. 11 Market driver relevance analysis (Current & future impact)
Fig. 12 Market restraint relevance analysis (Current & future impact)
Fig. 13 Value Chain Analysis
Fig. 14 AI Datasets and Licensing for Academic Research and Publishing market, Application Outlook key takeaways (USD Million)
Fig. 15 Training market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 16 Fine Tuning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 17 Retrieval-Augmented Generation (RAG) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 18 Inference market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 19 AI Datasets and Licensing for Academic Research and Publishing market Licensing type movement analysis 2024 & 2030 (USD Million)
Fig. 20 AI Datasets and Licensing for Academic Research and Publishing market: Licensing type Outlook key takeaways (USD Million)
Fig. 21 Proprietary Licensing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 22 Subscription-Based market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 23 Open Access and Public Licensing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 24 Usage-Based Licensing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 25 Custom/Enterprise Licensing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 26 AI Datasets and Licensing for Academic Research and Publishing market Vertical movement analysis 2024 & 2030 (USD Million)
Fig. 27 AI Datasets and Licensing for Academic Research and Publishing market: Vertical Outlook key takeaways (USD Million)
Fig. 28 Life Sciences and Pharmaceuticals Analysis market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 29 Health Sciences market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 30 Food Science market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 31 Chemistry market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 32 Engineering market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 33 Material Science market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 34 Regional marketplace: Key takeaways
Fig. 35 AI Datasets and Licensing for Academic Research and Publishing market: Regional Outlook, 2024 & 2030 (USD Million)
Fig. 36 North America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 37 U.S. AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 38 Canada AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 39 Mexico AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 40 Europe AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 41 UK AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 42 Germany AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 43 France AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 44 Asia Pacific AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 45 China AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 46 Japan AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 47 India AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 48 Australia AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 49 South Korea AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 50 Latin America AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 51 Brazil AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 52 MEA AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 53 KSA AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 54 UAE AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 55 South Africa AI Datasets and Licensing for Academic Research and Publishing market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 56 Strategy framework
Fig. 57 Company Categorization