세계의 지식 그래프 시장 보고서(2025년)

Knowledge Graph Global Market Report 2025

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한글목차

세계의 지식 그래프 시장 규모는 향후 수년간 비약적인 성장이 예상됩니다. 이 기간에 예상되는 주요 동향으로는 대규모 언어 모델(LLM)과의 통합, 자동 지식 추출, AI의 진보, 실시간 지식 갱신, 설명 가능한 AI에 대한 수요 증가 등이 있습니다.

데이터 양의 급증과 복잡화가 향후 지식 그래프 시장의 성장을 견인할 것으로 예측됩니다. 지식 그래프는 데이터를 상호 관련 엔티티와 관계에 정리하여 대규모의 복잡한 데이터 세트 관리를 지원하고 데이터 검색, 통합 및 분석을 보다 효율적으로 합니다. 2022년 12월, The Linux Foundation이 발표한 보고서에 따르면 최종 사용자 조직의 평균 데이터 증가량은 2,208TB로 급증해 2021년에 기록한 700TB에서 215.43% 증가했습니다.

지식 그래프 시장의 기업은 다양한 유형의 데이터를 결합하여 데이터 처리, 확장성, 인사이트를 향상시키기 위해 지식 그래프를 데이터 레이크 하우스 기술과 융합시키는 등 인공지능을 통합하는 첨단 기술에 주력하고 있습니다. 이 기술은 데이터 레이크의 대용량 스토리지와 데이터 웨어하우스의 조직 구조를 융합하여 기업이 모든 유형의 데이터를 하나의 플랫폼에서 저장, 관리, 분석할 수 있도록 합니다. 2023년 3월, Kobai Inc.는 확장성과 효율성을 높이기 위해 데이터 레이크하우스 아키텍처를 사용하도록 설계된 최초의 지식 그래프인 Kobai Saturn을 발표했습니다. Kobai Saturn은 모든 데이터 이용 사례를 단일 시맨틱 레이어에 통합하여 접근성과 의사결정을 향상시킵니다.

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향과 전략

제4장 시장 - 거시경제 시나리오 금리, 인플레이션, 지정학, 신형 코로나 바이러스 감염의 영향과 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오

제5장 세계의 성장 분석과 전략 분석 프레임워크

• 세계의 지식 그래프 PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 촉진요인과 억제요인)
• 최종 이용 산업의 분석
• 세계의 지식 그래프 시장 : 성장률 분석
• 세계의 지식 그래프 시장 실적 : 규모와 성장, 2019-2024년
• 세계의 지식 그래프 시장 예측 : 규모와 성장, 2024-2029년, 2034년
• 세계의 지식 그래프 전체 시장 규모(TAM)

제6장 시장 세분화

• 세계의 지식 그래프 시장 : 유형별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• 일반 지식 그래프
• 산업 지식 그래프
• 세계의 지식 그래프 시장 : 전개 유형별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• On-Premise
• 클라우드 기반
• 하이브리드
• 세계의 지식 그래프 시장 : 조직 규모별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• 대기업
• 중소기업
• 세계의 지식 그래프 시장 : 용도별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• 데이터 분석 및 비즈니스 인텔리전스
• 데이터 거버넌스 및 마스터 데이터 관리
• 인프라 및 자산관리
• 프로세스 최적화 및 리소스 관리
• 제품 및 구성 관리
• 리스크 관리, 컴플라이언스, 규제
• 가상 어시스턴트, 셀프 서비스 데이터, 디지털
• 세계의 지식 그래프 시장 : 최종 사용자별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• 헬스케어
• 전자상거래와 소매
• 은행, 금융서비스 및 보험(BFSI)
• 정부
• 미디어 및 엔터테인먼트
• 기타
• 세계의 지식 그래프 시장 : 일반 지식 그래프별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• 시맨틱 검색
• 추천 시스템
• 가상 어시스턴트
• 질문 응답 시스템
• 세계의 지식 그래프 시장 : 산업 지식 그래프별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• 건강 관리 지식 그래프
• 금융 지식 그래프
• 소매 지식 그래프
• 텔레콤 지식 그래프
• 제조 지식 그래프
• 미디어 및 엔터테인먼트 지식 그래프
• 법무 및 컴플라이언스 지식 그래프

제7장 지역별/국가별 분석

• 세계의 지식 그래프 시장 : 지역별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년
• 세계의 지식 그래프 시장 : 국가별, 분석과 예측, 2019-2024년, 2024-2029년, 2034년

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 프로파일

• 지식 그래프 시장 : 경쟁 구도
• 지식 그래프 시장 : 기업 프로파일
  • Amazon Web Services
  • Google LLC
  • International Business Machines Corporation(IBM Corporation)
  • Oracle Corporation
  • SAP SE

제31장 기타 주요 기업 및 혁신 기업

• Altair Engineering Inc.
• Neo4j Inc.
• DataStax Inc.
• MarkLogic Corporation
• Cambridge Semantics Inc.
• ArangoDB GmbH
• TigerGraph Inc.
• Ontotext AD
• Stardog Union Inc.
• Fluree PBC
• Semantic Web Company GmbH
• Datavid Limited
• OpenLink Software Inc.
• Bitnine Co. Ltd.
• Franz Inc.

제32장 세계 시장 경쟁 벤치마킹과 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장의 잠재력이 높은 국가, 전략

• 지식 그래프 시장(2029년) : 새로운 기회를 제공하는 국가
• 지식 그래프 시장(2029년) : 새로운 기회를 제공하는 부문
• 지식 그래프 시장(2029년) : 성장 전략
  • 시장 동향에 의한 전략
  • 경쟁 전략

제36장 부록

JHS

영문 목차

영문목차

A knowledge graph is a structured data model that organizes entities, concepts, and their relationships in a graph format. By aggregating information from various sources, it enables machines to understand context, derive insights, and enhance AI-driven applications such as semantic search, recommendation systems, and enterprise data management.

The primary types of knowledge graphs are general knowledge graphs and industry-specific knowledge graphs. A general knowledge graph is a structured database that integrates and organizes data from diverse sources to represent real-world entities and their interrelationships. These graphs can be deployed through on-premises, cloud-based, or hybrid systems and are used by organizations of various sizes, from large enterprises to small and medium-sized enterprises (SMEs). Knowledge graphs have applications across many domains, such as data analytics and business intelligence, data governance and master data management, infrastructure and asset management, process optimization, resource management, product and configuration management, risk management, compliance and regulatory issues, as well as virtual assistants, self-service data, and digital solutions. They are widely utilized in industries such as healthcare, e-commerce and retail, banking, financial services and insurance (BFSI), government, media and entertainment, among others.

The knowledge graph market research report is one of a series of new reports from The Business Research Company that provides knowledge graph market statistics, including the knowledge graph industry's global market size, regional shares, competitors with a knowledge graph market share, detailed knowledge graph market segments, market trends and opportunities, and any further data you may need to thrive in the knowledge graph industry. This knowledge graph market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The knowledge graph market size has grown exponentially in recent years. It will grow from $1.31 billion in 2024 to $1.62 billion in 2025 at a compound annual growth rate (CAGR) of 23.2%. The growth during the historic period can be attributed to the increasing complexity of data, the rise of big data, growing enterprise adoption, the expansion of semantic search, and the enhanced need for data integration.

The knowledge graph market size is expected to see exponential growth in the next few years. It will grow to $3.69 billion in 2029 at a compound annual growth rate (CAGR) of 22.9%. The anticipated growth during the forecast period can be attributed to the rapid adoption of artificial intelligence, the expansion of IoT, the demand for real-time insights, the growth of digital transformation, and the increasing need for data governance. Key trends expected in this period include integration with large language models (LLMs), automated knowledge extraction, advancements in AI, real-time knowledge updates, and the growing demand for explainable AI.

The rapid increase in data volume and complexity is expected to drive the growth of the knowledge graph market in the future. Data volume refers to the total amount of data being created, while data complexity involves the challenges of organizing and understanding data due to its variety and interconnections. The growth in data volume is largely due to the widespread use of the internet and digital devices, which continuously generate vast amounts of information. Knowledge graphs help manage large and complex data sets by organizing the data into interconnected entities and relationships, making data retrieval, integration, and analysis more efficient. For instance, in December 2022, a report by The Linux Foundation revealed that the average data growth for an end-user organization surged to 2,208 TB, a 215.43% increase from the 700 TB recorded in 2021. This rapid growth in data volume and complexity is a key driver for the knowledge graph market.

Companies in the knowledge graph market are focusing on advancements that integrate artificial intelligence, such as merging knowledge graphs with data lakehouse technology to improve data processing, scalability, and insights by combining various types of data. Data lakehouse technology merges the large storage capacity of a data lake with the organizational structure of a data warehouse, enabling businesses to store, manage, and analyze all types of data on one platform. For example, in March 2023, Kobai Inc., a US-based software company, introduced Kobai Saturn, the first knowledge graph designed to use data lakehouse architecture to enhance scalability and efficiency. Kobai Saturn consolidates all data use cases into a single semantic layer, improving accessibility and decision-making. By integrating structured knowledge graphs with the flexibility of data lakehouses, this innovation enhances data processing and provides deeper insights.

In April 2024, Altair Engineering Inc., a US-based software company, acquired Cambridge Semantics Inc. for an undisclosed amount. This acquisition allows Altair to utilize Cambridge Semantics' advanced data fabric technology, improving the integration of diverse data types and enhancing enterprise analytics, insights, and decision-making. Cambridge Semantics Inc., a US-based software company, specializes in knowledge graph and data analytics solutions.

Major players in the knowledge graph market are Amazon Web Services, Google LLC, International Business Machines Corporation (IBM Corporation), Oracle Corporation, SAP SE, Altair Engineering Inc., Neo4j Inc., DataStax Inc., MarkLogic Corporation, Cambridge Semantics Inc., ArangoDB GmbH, TigerGraph Inc., Ontotext AD, Stardog Union Inc., Fluree PBC, Semantic Web Company GmbH, Datavid Limited, OpenLink Software Inc., Bitnine Co. Ltd., Franz Inc., Diffbot Technologies Corporation, Redis Inc.

North America was the largest region in the knowledge graph market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in knowledge graph report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the knowledge graph market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The knowledge graph market consists of revenues earned by entities by providing managed services, and enterprise services. The market value includes the value of related goods sold by the service provider or included within the service offering. The knowledge graph market also includes sales of knowledge graph software, graph databases, and enterprise knowledge management systems. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values and are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Knowledge Graph Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on knowledge graph market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for knowledge graph ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The knowledge graph market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Type: General Knowledge Graph; Industry Knowledge Graph
• 2) By Deployment Type: On-Premises; Cloud-Based; Hybrid
• 3) By Organization Size: Large Enterprises; Small And Medium-Sized Enterprises
• 4) By Application: Data Analytics And Business Intelligence; Data Governance And Master Data Management; Infrastructure And Asset Management; Process Optimization And Resource Management; Product And Configuration Management; Risk Management, Compliance, And Regulatory; Virtual Assistants, Self-Service Data, And Digital
• 5) By End-User: Healthcare; E-Commerce And Retail; Banking, Financial Services, And Insurance (BFSI); Government; Media And Entertainment; Other End-Users
• Subsegments:
• 1) By General Knowledge Graph: Semantic Search, Recommendation Systems, Virtual Assistants, Question Answering Systems
• 2) By Industry Knowledge Graph: Healthcare Knowledge Graphs, Financial Knowledge Graphs, Retail Knowledge Graphs, Telecom Knowledge Graphs, Manufacturing Knowledge Graphs, Media And Entertainment Knowledge Graphs, Legal And Compliance Knowledge Graphs
• Companies Mentioned: Amazon Web Services; Google LLC; International Business Machines Corporation (IBM Corporation); Oracle Corporation; SAP SE
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Knowledge Graph Market Characteristics

3. Knowledge Graph Market Trends And Strategies

4. Knowledge Graph Market - Macro Economic Scenario Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics And Covid And Recovery On The Market

5. Global Knowledge Graph Growth Analysis And Strategic Analysis Framework

• 5.1. Global Knowledge Graph PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Knowledge Graph Market Growth Rate Analysis
• 5.4. Global Knowledge Graph Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Knowledge Graph Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Knowledge Graph Total Addressable Market (TAM)

6. Knowledge Graph Market Segmentation

• 6.1. Global Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• General Knowledge Graph
• Industry Knowledge Graph
• 6.2. Global Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• On-Premises
• Cloud-Based
• Hybrid
• 6.3. Global Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Large Enterprises
• Small And Medium-Sized Enterprises
• 6.4. Global Knowledge Graph Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Data Analytics And Business Intelligence
• Data Governance And Master Data Management
• Infrastructure And Asset Management
• Process Optimization And Resource Management
• Product And Configuration Management
• Risk Management, Compliance, And Regulatory
• Virtual Assistants, Self-Service Data, And Digital
• 6.5. Global Knowledge Graph Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Healthcare
• E-Commerce And Retail
• Banking, Financial Services, And Insurance (BFSI)
• Government
• Media And Entertainment
• Other End-Users
• 6.6. Global Knowledge Graph Market, Sub-Segmentation Of General Knowledge Graph, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Semantic Search
• Recommendation Systems
• Virtual Assistants
• Question Answering Systems
• 6.7. Global Knowledge Graph Market, Sub-Segmentation Of Industry Knowledge Graph, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Healthcare Knowledge Graphs
• Financial Knowledge Graphs
• Retail Knowledge Graphs
• Telecom Knowledge Graphs
• Manufacturing Knowledge Graphs
• Media And Entertainment Knowledge Graphs
• Legal And Compliance Knowledge Graphs

7. Knowledge Graph Market Regional And Country Analysis

• 7.1. Global Knowledge Graph Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Knowledge Graph Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Knowledge Graph Market

• 8.1. Asia-Pacific Knowledge Graph Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Knowledge Graph Market

• 9.1. China Knowledge Graph Market Overview
• 9.2. China Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Knowledge Graph Market

• 10.1. India Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Knowledge Graph Market

• 11.1. Japan Knowledge Graph Market Overview
• 11.2. Japan Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Knowledge Graph Market

• 12.1. Australia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Knowledge Graph Market

• 13.1. Indonesia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Knowledge Graph Market

• 14.1. South Korea Knowledge Graph Market Overview
• 14.2. South Korea Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Knowledge Graph Market

• 15.1. Western Europe Knowledge Graph Market Overview
• 15.2. Western Europe Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Knowledge Graph Market

• 16.1. UK Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Knowledge Graph Market

• 17.1. Germany Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Knowledge Graph Market

• 18.1. France Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Knowledge Graph Market

• 19.1. Italy Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Knowledge Graph Market

• 20.1. Spain Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Knowledge Graph Market

• 21.1. Eastern Europe Knowledge Graph Market Overview
• 21.2. Eastern Europe Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Knowledge Graph Market

• 22.1. Russia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Knowledge Graph Market

• 23.1. North America Knowledge Graph Market Overview
• 23.2. North America Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Knowledge Graph Market

• 24.1. USA Knowledge Graph Market Overview
• 24.2. USA Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Knowledge Graph Market

• 25.1. Canada Knowledge Graph Market Overview
• 25.2. Canada Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Knowledge Graph Market

• 26.1. South America Knowledge Graph Market Overview
• 26.2. South America Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Knowledge Graph Market

• 27.1. Brazil Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Knowledge Graph Market

• 28.1. Middle East Knowledge Graph Market Overview
• 28.2. Middle East Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Knowledge Graph Market

• 29.1. Africa Knowledge Graph Market Overview
• 29.2. Africa Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Knowledge Graph Market Competitive Landscape And Company Profiles

• 30.1. Knowledge Graph Market Competitive Landscape
• 30.2. Knowledge Graph Market Company Profiles
  • 30.2.1. Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. International Business Machines Corporation (IBM Corporation) Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. SAP SE Overview, Products and Services, Strategy and Financial Analysis

31. Knowledge Graph Market Other Major And Innovative Companies

• 31.1. Altair Engineering Inc.
• 31.2. Neo4j Inc.
• 31.3. DataStax Inc.
• 31.4. MarkLogic Corporation
• 31.5. Cambridge Semantics Inc.
• 31.6. ArangoDB GmbH
• 31.7. TigerGraph Inc.
• 31.8. Ontotext AD
• 31.9. Stardog Union Inc.
• 31.10. Fluree PBC
• 31.11. Semantic Web Company GmbH
• 31.12. Datavid Limited
• 31.13. OpenLink Software Inc.
• 31.14. Bitnine Co. Ltd.
• 31.15. Franz Inc.

32. Global Knowledge Graph Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Knowledge Graph Market

34. Recent Developments In The Knowledge Graph Market

35. Knowledge Graph Market High Potential Countries, Segments and Strategies

• 35.1 Knowledge Graph Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Knowledge Graph Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Knowledge Graph Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer

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