Semantic Knowledge Graphing Market Size, Share & Trends Analysis Report By Data Source, By Knowledge Graph Type, By Task Type, By Application, By Organization Size, By Industry Vertical, By Region, And Segment Forecasts, 2023 - 2030

Semantic Knowledge Graphing Market Size, Share & Trends Analysis Report By Data Source, By Knowledge Graph Type, By Task Type, By Application, By Organization Size, By Industry Vertical, By Region, And Segment Forecasts, 2023 - 2030


Semantic Knowledge Graphing Market Growth & Trends


The global semantic knowledge graphing market size is expected to reach USD 3.66 billion by 2030, expanding at a compounded annual growth rate (CAGR) of 14.2% from 2023 to 2030, according to a new report by Grand View Research, Inc. The market has grown steadily in recent years as more organizations recognize the value of semantic technologies in organizing and analyzing large amounts of data. Semantic knowledge graphs are used in a variety of applications, including search engines, recommendation systems, and natural language processing.

The key trend in the market is the increasing adoption of graph database technologies. Graph databases are well-suited to representing and querying large, complex, and interconnected data sets, making them an ideal choice for building semantic knowledge graphs. Furthermore, the growing interest in knowledge graphs for use in artificial intelligence and machine learning applications is anticipated to increase the global market. By leveraging the structured data in a knowledge graph, AI and ML systems can make more accurate predictions and recommendations.

There is a growing focus on using knowledge graphs in specific industries, such as healthcare and finance. In these domains, knowledge graphs can help to integrate and analyze large amounts of complex data from multiple sources, improving decision-making and driving innovation. Moreover, there is also a trend toward interoperability and standardization in the market. There are now several widely used knowledge graph standards, such as the Resource Description Framework (RDF) and the Web Ontology Language (OWL), which enable data to be shared and reused across different applications and systems.

North America dominates the market for semantic knowledge graphs in 2022, with many companies and startups developing innovative applications of the technology. This is partly due to the presence of major technology hubs such as Silicon Valley and Seattle and the availability of venture capital funding. Asia Pacific is a region that is experiencing rapid growth in the market. Countries such as China, Japan, and South Korea have made significant investments in AI and big data technologies, driving the adoption of knowledge graphs in the region. Additionally, there is a growing interest in knowledge graphs for use in areas such as e-commerce and social media.

Semantic Knowledge Graphing Market Report Highlights

  • The market growth is driven by a combination of technological advancements, changing customer expectations, and regulatory pressures. By providing a more sophisticated approach to data management and analysis, semantic knowledge graphs are helping businesses stay ahead of the curve and gain a competitive edge in today's data-driven economy
  • The structured data source segment is projected to grow with the fastest CAGR of 15.6% from 2023 to 2030, the adoption of open standards, integration with machine learning and AI, and the growth of graph databases
  • The Information Retrieval segment by application is expected to grow with a CAGR of 15.1% from 2023 to 2030, owing to the increasing demand for more sophisticated search functionality and the need for businesses to extract insights from large volumes of data
  • The Asia Pacific region is expected to grow with the fastest CAGR of 16.4% from 2023 to 2030. The regional market is likely to witness a significant gain in revenue share over the forecast period due to growing interest in semantic knowledge graphs, particularly in countries like China and India
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Chapter 1 Methodology and Scope
1.1 Research Methodology
1.2 Research Scope & Assumptions
1.3 List of Data Sources
Chapter 2 Executive Summary
2.1 Semantic Knowledge Graph- Industry Snapshot & Key Buying Criteria, 2017 - 2030
2.2 Industry Trends
2.2.1 Data Source
2.2.2 Knowledge Graph Type
2.2.3 Task Type
2.2.4 Application
2.2.5 Organization Size
2.2.6 Industry Verticals
2.2.7 Region
Chapter 3 Industry Outlook
3.1 Market Definition
3.1.1 Market segmentation & scope
3.2 Semantic Knowledge Graphing Market Growth Prospects
3.3 Semantic Knowledge Graph- Value Chain Analysis
3.4 Semantic Knowledge Graphing Market Dynamics
3.4.1 Market driver analysis
3.4.2 Market restraint analysis
3.4.3 Market Opportunities analysis
3.5 Industry Analysis - Porter’s
3.6 Penetration & Growth Prospect Mapping, 2030
3.7 Semantic Knowledge Graph- PEST analysis
Chapter 4 Semantic Knowledge Graphing Market: Data Source Estimates & Trend Analysis
4.1 Structured
4.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
4.2 Unstructured
4.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
4.3 Semi-structured
4.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
Chapter 5 Semantic Knowledge Graphing Market: Knowledge Graph Type Estimates & Trend Analysis
5.1 Context-rich knowledge graphs
5.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
5.2 External-sensing knowledge graphs
5.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
5.3 NLP knowledge graphs
5.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
Chapter 6 Semantic Knowledge Graphing Market: Task Type Estimates & Trend Analysis
6.1 Link prediction
6.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
6.2 Entity Resolution
6.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
6.3 Link-based Clustering
6.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
Chapter 7 Semantic Knowledge Graphing Market: Application Estimates & Trend Analysis
7.1 Semantic Search
7.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
7.2 QnA machines
7.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
7.3 Information Retrieval
7.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
7.4 Electronic Reading
7.4.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
7.5 Others
7.5.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
Chapter 8 Semantic Knowledge Graphing Market: Organization Size Estimates & Trend Analysis
8.1 SMEs
8.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
8.2 Large Organizations
8.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
Chapter 9 Semantic Knowledge Graphing Market: Industry Verticals Estimates & Trend Analysis
9.1 BFSI
9.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
9.2 Healthcare
9.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
9.3 IT & Telecom
9.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
9.4 Retail & E-commerce
9.4.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
9.5 Government
9.5.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
9.6 Others
9.6.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
Chapter 10 Semantic Knowledge Graphing Market: Regional Estimates & Trend Analysis
10.1 North America
10.1.1 North America Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.1.2 North America Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.1.3 North America Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.1.4 North America Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.1.5 North America Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.1.6 North America Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.1.7 U.S.
10.1.7.1 U.S. Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.1.7.2 U.S. Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.1.7.3 U.S. Semantic knowledge graphing market by task type, 2017-2030 (USD Million)
10.1.7.4 U.S. Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.1.7.5 U.S. Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.1.7.6 U.S. Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.1.8 Canada
10.1.8.1 Canada Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.1.8.2 Canada Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.1.8.3 Canada Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.1.8.4 Canada Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.1.8.5 Canada Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.1.8.5 Canada Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.2 Europe
10.2.1 Europe Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.2.2 Europe Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.2.3 Europe Semantic knowledge graphing market by task type , 2017 - 2030 (USD Million)
10.2.4 Europe Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.1.5 Europe Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.1.6 Europe Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.2.7 Germany
10.2.7.1 Germany Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.2.7.2 Germany Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.2.7.3 Germany Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.2.7.4 Germany Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.2.7.5 Germany Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.2.7.6 Germany Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.2.8 UK
10.2.8.1 UK Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.2.8.2 UK Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.2.8.3 UK Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.2.8.4 UK Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.2.8.5 UK Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.2.8.6 UK Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.2.9 FRANCE
10.2.9.1 FRANCE Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.2.9.2 FRANCE Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.2.9.3 FRANCE Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.2.9.4 FRANCE Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.2.9.5 France Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.2.9.6 France Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.3 Asia Pacific
10.3.1 Asia Pacific Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.3.2 Asia Pacific Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.3.3 Asia Pacific Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.3.4 Asia Pacific Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.1.5 Asia Pacific Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.1.6 Asia Pacific Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.3.7 Japan
10.3.7.1 Japan Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.3.7.2 Japan Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.3.7.3 Japan Semantic knowledge graphing market by task type, 2017-2030 (USD Million)
10.3.7.4 Japan Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.3.7.5 Japan Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.3.7.6 Japan Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.3.8 China
10.3.8.1 China Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.3.8.2 China Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.3.8.3 China Semantic knowledge graphing market by task type, 2017-2030 (USD Million)
10.3.8.4 China Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.3.8.5 China Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.3.8.6 China Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.3.9 India
10.3.9.1 India Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.3.9.2 India Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.3.9.3 India Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.3.9.4 India Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.3.9.5 India Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.3.9.6 India Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.3.10 South Korea
10.3.10.1 South Korea Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.3.10.2 South Korea Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.3.10.3 South Korea Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.3.10.4 South Korea Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.3.10.5 South Korea Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.3.10.6 South Korea Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.3.11 Australia
10.3.11.1 Australia Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.3.11.2 Australia Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.3.11.3 Australia Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.3.11.4 Australia Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.3.11.5 Australia Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.3.11.6 Australia Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.4 South America
10.4.1 South America Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
10.4.2 South America Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.4.3 South America Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
10.4.4 South America Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
10.1.5 South America Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
10.1.6 South America Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.4.7 Brazil
10.4.7.1 Brazil Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
10.4.7.2 Brazi Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
10.4.7.3 Brazi Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
10.4.7.4 Brazil Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
10.4.7.5 Brazil Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
10.4.7.6 Brazil Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.4.8 Mexico
10.4.8.1 Mexico Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
10.4.8.2 Mexico Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.4.8.3 Mexico Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
10.4.8.4 Mexico Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
10.4.8.5 Mexico Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
10.4.8.6 Mexico Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.5 Middle East & Africa
10.5.1 MEA Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
10.5.2 MEA Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
10.5.3 MEA Semantic knowledge graphing market by task type , 2017 - 2030 (USD Million)
10.5.4 MEA Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
10.1.5 MEA Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
10.1.6 MEA Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.4.7 KSA
10.4.7.1 KSA Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
10.4.7.2 KSA Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
10.4.7.3 KSA Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
10.4.7.4 KSA Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
10.4.7.5 KSA Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
10.4.7.6 KSA Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.4.8 UAE
10.4.8.1 UAE Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
10.4.8.2 UAE Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
10.4.8.3 UAE Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
10.4.8.4 UAE Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
10.4.8.5 UAE Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
10.4.8.6 UAE Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
10.4.9 South Africa
10.4.9.1 South Africa Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
10.4.9.2 South Africa Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
10.4.9.3 South Africa Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
10.4.9.4 South Africa Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
10.4.9.5 South Africa Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
10.4.9.6 South Africa Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
Chapter 11 Competitive Landscape
11.1 Amazon.com Inc.
11.1.1 Company Overview
11.1.2 Product Benchmarking
11.1.3 Strategic Initiatives
11.2 Baidu, Inc.
11.2.1 Company Overview
11.2.2 Financial Performance
11.2.3 Product Benchmarking
11.2.4 Strategic Initiatives
11.3 Facebook Inc
11.3.1 Company Overview
11.3.2 Product Benchmarking
11.4 Google LLC
11.4.1 Company Overview
11.4.2 Financial Performance
11.4.3 Product Benchmarking
11.4.4 Strategic Initiatives
11.5 Microsoft Corporation
11.5.1 Company Overview
11.5.2 Financial Performance
11.5.3 Product Benchmarking
11.5.4 Strategic Initiatives
11.6 Mitsubishi Electric Corporation
11.6.1 Company Overview
11.6.2 Financial Performance
11.6.3 Product Benchmarking
11.6.4 Strategic Initiatives
11.7 NELL
11.7.1 Company Overview
11.7.2 Financial Performance
11.7.3 Product Benchmarking
11.7.4 Strategic Initiatives
11.8 Semantic Web Company
11.8.1 Company Overview
11.8.2 Financial Performance
11.8.3 Product Benchmarking
11.8.4 Strategic Initiatives
11.9 YAGO
11.9.1 Company Overview
11.9.2 Financial Performance
11.9.3 Product Benchmarking
11.9.4 Strategic Initiatives
11.10 Yandex
11.10.1 Company Overview
11.10.2 Financial Performance
11.10.3 Product Benchmarking

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