1 Study Coverage 1.1 Semantic Knowledge Discovery Software Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Introduction 1.2 Global Semantic Knowledge Discovery Software Outlook 2017 VS 2022 VS 2028 1.2.1 Global Semantic Knowledge Discovery Software Market Size for the Year 2017-2028 1.2.2 Global Semantic Knowledge Discovery Software Market Size for the Year 2017-2028 1.3 Semantic Knowledge Discovery Software Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.3.1 The Market Share of United States Semantic Knowledge Discovery Software in Global, 2017 VS 2022 VS 2028 1.3.2 The Growth Rate of Semantic Knowledge Discovery Software Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.4 Semantic Knowledge Discovery Software Market Dynamics 1.4.1 Semantic Knowledge Discovery Software Industry Trends 1.4.2 Semantic Knowledge Discovery Software Market Drivers 1.4.3 Semantic Knowledge Discovery Software Market Challenges 1.4.4 Semantic Knowledge Discovery Software Market Restraints 1.5 Study Objectives 1.6 Years Considered 2 Semantic Knowledge Discovery Software by Type 2.1 Semantic Knowledge Discovery Software Market Segment by Type 2.1.1 Cloud-based 2.1.2 On-premises 2.2 Global Semantic Knowledge Discovery Software Market Size by Type (2017, 2022 & 2028) 2.3 Global Semantic Knowledge Discovery Software Market Size by Type (2017-2028) 2.4 United States Semantic Knowledge Discovery Software Market Size by Type (2017, 2022 & 2028) 2.5 United States Semantic Knowledge Discovery Software Market Size by Type (2017-2028) 3 Semantic Knowledge Discovery Software by Application 3.1 Semantic Knowledge Discovery Software Market Segment by Application 3.1.1 Education 3.1.2 Advertising 3.1.3 Transportation 3.1.4 Other 3.2 Global Semantic Knowledge Discovery Software Market Size by Application (2017, 2022 & 2028) 3.3 Global Semantic Knowledge Discovery Software Market Size by Application (2017-2028) 3.4 United States Semantic Knowledge Discovery Software Market Size by Application (2017, 2022 & 2028) 3.5 United States Semantic Knowledge Discovery Software Market Size by Application (2017-2028) 4 Global Semantic Knowledge Discovery Software Competitor Landscape by Company 4.1 Global Semantic Knowledge Discovery Software Market Size by Company 4.1.1 Top Global Semantic Knowledge Discovery Software Companies Ranked by Revenue (2021) 4.1.2 Global Semantic Knowledge Discovery Software Revenue by Player (2017-2022) 4.2 Global Semantic Knowledge Discovery Software Concentration Ratio (CR) 4.2.1 Semantic Knowledge Discovery Software Market Concentration Ratio (CR) (2017-2022) 4.2.2 Global Top 5 and Top 10 Largest Companies of Semantic Knowledge Discovery Software in 2021 4.2.3 Global Semantic Knowledge Discovery Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 4.3 Global Semantic Knowledge Discovery Software Headquarters, Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Type 4.3.1 Global Semantic Knowledge Discovery Software Headquarters and Area Served 4.3.2 Global Semantic Knowledge Discovery Software Companies Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Type 4.3.3 Date of International Companies Enter into Semantic Knowledge Discovery Software Market 4.4 Companies Mergers & Acquisitions, Expansion Plans 4.5 United States Semantic Knowledge Discovery Software Market Size by Company 4.5.1 Top Semantic Knowledge Discovery Software Players in United States, Ranked by Revenue (2021) 4.5.2 United States Semantic Knowledge Discovery Software Revenue by Players (2020, 2021 & 2022) 5 Global Semantic Knowledge Discovery Software Market Size by Region 5.1 Global Semantic Knowledge Discovery Software Market Size by Region: 2017 VS 2022 VS 2028 5.2 Global Semantic Knowledge Discovery Software Market Size by Region (2017-2028) 5.2.1 Global Semantic Knowledge Discovery Software Market Size by Region: 2017-2022 5.2.2 Global Semantic Knowledge Discovery Software Market Size by Region (2023-2028) 6 Segment in Region Level & Country Level 6.1 North America 6.1.1 North America Semantic Knowledge Discovery Software Market Size YoY Growth 2017-2028 6.1.2 North America Semantic Knowledge Discovery Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.1.3 U.S. 6.1.4 Canada 6.2 Asia-Pacific 6.2.1 Asia-Pacific Semantic Knowledge Discovery Software Market Size YoY Growth 2017-2028 6.2.2 Asia-Pacific Semantic Knowledge Discovery Software Market Facts & Figures by Region (2017, 2022 & 2028) 6.2.3 China 6.2.4 Japan 6.2.5 South Korea 6.2.6 India 6.2.7 Australia 6.2.8 Taiwan 6.2.9 Indonesia 6.2.10 Thailand 6.2.11 Malaysia 6.2.12 Philippines 6.3 Europe 6.3.1 Europe Semantic Knowledge Discovery Software Market Size YoY Growth 2017-2028 6.3.2 Europe Semantic Knowledge Discovery Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.3.3 Germany 6.3.4 France 6.3.5 U.K. 6.3.6 Italy 6.3.7 Russia 6.4 Latin America 6.4.1 Latin America Semantic Knowledge Discovery Software Market Size YoY Growth 2017-2028 6.4.2 Latin America Semantic Knowledge Discovery Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.4.3 Mexico 6.4.4 Brazil 6.4.5 Argentina 6.5 Middle East and Africa 6.5.1 Middle East and Africa Semantic Knowledge Discovery Software Market Size YoY Growth 2017-2028 6.5.2 Middle East and Africa Semantic Knowledge Discovery Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.5.3 Turkey 6.5.4 Saudi Arabia 6.5.5 U.A.E 7 Company Profiles 7.1 Expert System SpA 7.1.1 Expert System SpA Company Details 7.1.2 Expert System SpA Business Overview 7.1.3 Expert System SpA Semantic Knowledge Discovery Software Introduction 7.1.4 Expert System SpA Revenue in Semantic Knowledge Discovery Software Business (2017-2022) 7.1.5 Expert System SpA Recent Development 7.2 ChemAxon 7.2.1 ChemAxon Company Details 7.2.2 ChemAxon Business Overview 7.2.3 ChemAxon Semantic Knowledge Discovery Software Introduction 7.2.4 ChemAxon Revenue in Semantic Knowledge Discovery Software Business (2017-2022) 7.2.5 ChemAxon Recent Development 7.3 Collexis (Elsevier) 7.3.1 Collexis (Elsevier) Company Details 7.3.2 Collexis (Elsevier) Business Overview 7.3.3 Collexis (Elsevier) Semantic Knowledge Discovery Software Introduction 7.3.4 Collexis (Elsevier) Revenue in Semantic Knowledge Discovery Software Business (2017-2022) 7.3.5 Collexis (Elsevier) Recent Development 7.4 MAANA 7.4.1 MAANA Company Details 7.4.2 MAANA Business Overview 7.4.3 MAANA Semantic Knowledge Discovery Software Introduction 7.4.4 MAANA Revenue in Semantic Knowledge Discovery Software Business (2017-2022) 7.4.5 MAANA Recent Development 7.5 OntoText 7.5.1 OntoText Company Details 7.5.2 OntoText Business Overview 7.5.3 OntoText Semantic Knowledge Discovery Software Introduction 7.5.4 OntoText Revenue in Semantic Knowledge Discovery Software Business (2017-2022) 7.5.5 OntoText Recent Development 7.6 Cambridge Semantics 7.6.1 Cambridge Semantics Company Details 7.6.2 Cambridge Semantics Business Overview 7.6.3 Cambridge Semantics Semantic Knowledge Discovery Software Introduction 7.6.4 Cambridge Semantics Revenue in Semantic Knowledge Discovery Software Business (2017-2022) 7.6.5 Cambridge Semantics Recent Development 7.7 Nervana (intel) 7.7.1 Nervana (intel) Company Details 7.7.2 Nervana (intel) Business Overview 7.7.3 Nervana (intel) Semantic Knowledge Discovery Software Introduction 7.7.4 Nervana (intel) Revenue in Semantic Knowledge Discovery Software Business (2017-2022) 7.7.5 Nervana (intel) Recent Development 8 Research Findings and Conclusion 9 Appendix 9.1 Research Methodology 9.1.1 Methodology/Research Approach 9.1.2 Data Source 9.2 Author Details 9.3 Disclaimer

List of Tables Table 1. Semantic Knowledge Discovery Software Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028) Table 2. Semantic Knowledge Discovery Software Market Trends Table 3. Semantic Knowledge Discovery Software Market Drivers Table 4. Semantic Knowledge Discovery Software Market Challenges Table 5. Semantic Knowledge Discovery Software Market Restraints Table 6. Global Semantic Knowledge Discovery Software Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 7. United States Semantic Knowledge Discovery Software Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 8. Global Semantic Knowledge Discovery Software Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 9. United States Semantic Knowledge Discovery Software Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 10. Top Semantic Knowledge Discovery Software Companies in Global Market, Ranking by Revenue (2021) Table 11. Global Semantic Knowledge Discovery Software Revenue by Player, (US$ Million), 2017-2022 Table 12. Global Semantic Knowledge Discovery Software Revenue Share by Player, 2017-2022 Table 13. Global Semantic Knowledge Discovery Software Companies Market Concentration Ratio (CR5 and HHI) Table 14. Global Semantic Knowledge Discovery Software by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Semantic Knowledge Discovery Software as of 2021) Table 15. Top Players of Semantic Knowledge Discovery Software in Global Market, Headquarters and Area Served Table 16. Companies Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Type Table 17. Date of International Companies Enter into Semantic Knowledge Discovery Software Market Table 18. Companies Mergers & Acquisitions, Expansion Plans Table 19. Top Semantic Knowledge Discovery Software Players in United States Market, Ranking by Revenue (2021) Table 20. United States Semantic Knowledge Discovery Software Revenue by Players, (US$ Million), 2020, 2021 & 2022 Table 21. United States Semantic Knowledge Discovery Software Revenue Share by Players, 2020, 2021 & 2022 Table 22. Global Semantic Knowledge Discovery Software Market Size by Region (US$ Million): 2017 VS 2022 VS 2028 Table 23. Global Semantic Knowledge Discovery Software Market Size by Region (2017-2022) & (US$ Million) Table 24. Global Semantic Knowledge Discovery Software Market Size Forecast by Region (2023-2028) & (US$ Million) Table 25. North America Semantic Knowledge Discovery Software Sales in Value by Country (2017-2028) & (US$ Million) Table 26. Asia Pacific Semantic Knowledge Discovery Software Sales in Value by Region (2017-2028) & (US$ Million) Table 27. Europe Semantic Knowledge Discovery Software Sales in Value by Country (2017-2028) & (US$ Million) Table 28. Latin Americaa Semantic Knowledge Discovery Software Sales in Value by Country (2017-2028) & (US$ Million) Table 29. Middle East and Africa Semantic Knowledge Discovery Software Sales in Value by Country (2017-2028) & (US$ Million) Table 30. Expert System SpA Company Details Table 31. Expert System SpA Business Overview Table 32. Expert System SpA Semantic Knowledge Discovery Software Product Table 33. Expert System SpA Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Table 34. Expert System SpA Recent Development Table 35. ChemAxon Company Details Table 36. ChemAxon Business Overview Table 37. ChemAxon Semantic Knowledge Discovery Software Product Table 38. ChemAxon Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Table 39. ChemAxon Recent Development Table 40. Collexis (Elsevier) Company Details Table 41. Collexis (Elsevier) Business Overview Table 42. Collexis (Elsevier) Semantic Knowledge Discovery Software Product Table 43. Collexis (Elsevier) Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Table 44. Collexis (Elsevier) Recent Development Table 45. MAANA Company Details Table 46. MAANA Business Overview Table 47. MAANA Semantic Knowledge Discovery Software Product Table 48. MAANA Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Table 49. MAANA Recent Development Table 50. OntoText Company Details Table 51. OntoText Business Overview Table 52. OntoText Semantic Knowledge Discovery Software Product Table 53. OntoText Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Table 54. OntoText Recent Development Table 55. Cambridge Semantics Company Details Table 56. Cambridge Semantics Business Overview Table 57. Cambridge Semantics Semantic Knowledge Discovery Software Product Table 58. Cambridge Semantics Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Table 59. Cambridge Semantics Recent Development Table 60. Nervana (intel) Company Details Table 61. Nervana (intel) Business Overview Table 62. Nervana (intel) Semantic Knowledge Discovery Software Product Table 63. Nervana (intel) Revenue in Semantic Knowledge Discovery Software Business (2017-2022) & (US$ Million) Table 64. Nervana (intel) Recent Development Table 65. Research Programs/Design for This Report Table 66. Key Data Information from Secondary Sources Table 67. Key Data Information from Primary Sources List of Figures Figure 1. Semantic Knowledge Discovery Software Product Picture Figure 2. Global Semantic Knowledge Discovery Software Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 3. Global Semantic Knowledge Discovery Software Market Size 2017-2028 (US$ Million) Figure 4. United States Semantic Knowledge Discovery Software Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 5. United States Semantic Knowledge Discovery Software Market Size 2017-2028 (US$ Million) Figure 6. United States Semantic Knowledge Discovery Software Market Share in Global 2017-2028 Figure 7. Semantic Knowledge Discovery Software Report Years Considered Figure 8. Product Picture of Cloud-based Figure 9. Product Picture of On-premises Figure 10. Global Semantic Knowledge Discovery Software Market Share by Type in 2022 & 2028 Figure 11. Global Semantic Knowledge Discovery Software Market Size by Type (2017-2028) & (US$ Million) Figure 12. Global Semantic Knowledge Discovery Software Market Share by Type (2017-2028) Figure 13. United States Semantic Knowledge Discovery Software Market Share by Type in 2022 & 2028 Figure 14. United States Semantic Knowledge Discovery Software Market Size by Type (2017-2028) & (US$ Million) Figure 15. United States Semantic Knowledge Discovery Software Market Share by Type (2017-2028) Figure 16. Product Picture of Education Figure 17. Product Picture of Advertising Figure 18. Product Picture of Transportation Figure 19. Product Picture of Other Figure 20. Global Semantic Knowledge Discovery Software Market Share by Application in 2022 & 2028 Figure 21. Global Semantic Knowledge Discovery Software Market Size by Application (2017-2028) & (US$ Million) Figure 22. Global Semantic Knowledge Discovery Software Market Share by Application (2017-2028) Figure 23. United States Semantic Knowledge Discovery Software Market Share by Application in 2022 & 2028 Figure 24. United States Semantic Knowledge Discovery Software Market Size by Application (2017-2028) & (US$ Million) Figure 25. United States Semantic Knowledge Discovery Software Market Share by Application (2017-2028) Figure 26. North America Semantic Knowledge Discovery Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 27. U.S. Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 28. Canada Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 29. Europe Semantic Knowledge Discovery Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 30. Germany Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 31. France Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 32. U.K. Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 33. Italy Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 34. Russia Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 35. Asia-Pacific Semantic Knowledge Discovery Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 36. China Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 37. Japan Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 38. South Korea Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 39. India Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 40. Australia Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 41. Taiwan Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 42. Indonesia Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 43. Thailand Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 44. Malaysia Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 45. Philippines Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 46. Latin America Semantic Knowledge Discovery Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 47. Mexico Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 48. Brazil Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 49. Argentina Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 50. Middle East & Africa Semantic Knowledge Discovery Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 51. Turkey Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 52. Saudi Arabia Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 53. U.A.E Semantic Knowledge Discovery Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 54. Expert System SpA Revenue Growth Rate in Semantic Knowledge Discovery Software Business (2017-2022) Figure 55. ChemAxon Revenue Growth Rate in Semantic Knowledge Discovery Software Business (2017-2022) Figure 56. Collexis (Elsevier) Revenue Growth Rate in Semantic Knowledge Discovery Software Business (2017-2022) Figure 57. MAANA Revenue Growth Rate in Semantic Knowledge Discovery Software Business (2017-2022) Figure 58. OntoText Revenue Growth Rate in Semantic Knowledge Discovery Software Business (2017-2022) Figure 59. Cambridge Semantics Revenue Growth Rate in Semantic Knowledge Discovery Software Business (2017-2022) Figure 60. Nervana (intel) Revenue Growth Rate in Semantic Knowledge Discovery Software Business (2017-2022) Figure 61. Bottom-up and Top-down Approaches for This Report Figure 62. Data Triangulation Figure 63. Key Executives Interviewed

Expert System SpA ChemAxon Collexis (Elsevier) MAANA OntoText Cambridge Semantics Nervana (intel)