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市場調查報告書
商品編碼
1730921

2025年知識圖譜全球市場報告

Knowledge Graph Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

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簡介目錄

預計未來幾年知識圖譜市場規模將呈指數級成長。到 2029 年，這一數字將成長至 36.9 億美元，複合年成長率為 22.9%。預測期內的預期成長可歸因於人工智慧的快速採用、物聯網的擴展、對即時洞察的需求、不斷成長的數位轉型以及對資料管治日益成長的需求。預計這段時期的主要趨勢包括與大規模語言模型 (LLM) 的整合、自動知識提取、人工智慧的進步、即時知識更新以及對可解釋人工智慧日益成長的需求。

數據量和複雜性的快速成長預計將推動知識圖譜市場未來的成長。資料量是指正在創建的資料總量，而資料複雜性則包括由於資料的多樣性和互聯性而組織和理解資料的挑戰。數據量的增加很大程度上是由於網際網路和數位設備的普及，大量資訊不斷產生。知識圖譜透過將資料組織成相互關聯的實體和關係來幫助管理大型複雜資料集，從而提高搜尋、整合和分析資料的效率。例如，根據 Linux 基金會 2022 年 12 月發布的報告，最終用戶組織的平均數據成長已飆升至 2,208 TB，較 2021 年記錄的 700 TB 成長了 215.43%。數據量和複雜性的爆炸性成長是知識圖譜市場的主要驅動力。

知識圖譜市場中的公司正專注於融合人工智慧的先進技術，例如將知識圖譜與資料湖技術融合，透過結合不同類型的資料來改善資料處理、可擴展性和洞察力。資料湖技術將資料湖的超大儲存容量與資料倉儲的組織結構結合，使企業能夠在單一平台上儲存、管理和分析任何類型的資料。例如，2023 年 3 月，美國軟體公司 Kobai Inc. 宣布推出 Kobai Saturn，這是第一個旨在使用資料湖架構來提高可擴展性和效率的知識圖譜。 Kobai Saturn 將所有資料使用案例統一到單一語意層，以提高可存取性和決策能力。透過將結構化知識圖譜與資料湖的靈活性相結合，這項創新增強了資料處理能力並釋放了更深入的見解。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場 - 宏觀經濟情境 宏觀經濟情境包括利率、通貨膨脹、地緣政治以及感染疾病和復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球知識圖譜 PESTEL 分析（政治、社會、技術、環境、法律因素、促進因素和限制因素）
  • 最終用途產業分析
  • 全球知識圖譜市場：成長率分析
  • 全球知識圖譜市場表現：規模與成長，2019-2024
  • 全球知識圖譜市場預測：規模與成長，2024-2029 年，2034 年
  • 全球知識圖譜總可尋址市場（TAM）

第6章市場區隔

  • 全球知識圖譜市場類型、表現及預測（2019-2024、2024-2029、2034）
  • 通用知識圖譜
  • 產業知識圖譜
  • 全球知識圖譜市場（按部署類型、效能和預測），2019-2024 年、2024-2029 年、2034 年
  • 本地
  • 雲端基礎
  • 混合
  • 全球知識圖譜市場（依組織規模、績效與預測），2019-2024 年、2024-2029 年、2034 年
  • 主要企業
  • 小型企業
  • 全球知識圖譜市場應用、績效及預測（2019-2024、2024-2029、2034）
  • 數據分析和商業智慧
  • 資料管治與主資料管理
  • 基礎設施和資產管理
  • 流程最佳化與資源管理
  • 產品和配置管理
  • 風險管理、合規與監管
  • 虛擬助理、自助資料、數字
  • 全球知識圖譜市場（按最終用戶、效能和預測），2019-2024 年、2024-2029 年、2034 年
  • 衛生保健
  • 電子商務與零售
  • 銀行、金融服務和保險（BFSI）
  • 政府
  • 媒體與娛樂
  • 其他
  • 全球知識圖譜市場、一般知識圖譜細分、按類型、效能和預測，2019-2024 年、2024-2029 年、2034 年
  • 語意搜尋
  • 推薦系​​統
  • 虛擬助手
  • 問答系統
  • 全球知識圖譜市場、產業知識圖譜細分、類型、效能與預測，2019-2024 年、2024-2029 年、2034 年
  • 醫療保健知識圖譜
  • 金融知識圖譜
  • 零售知識圖譜
  • 電信知識圖譜
  • 製造業知識圖譜
  • 媒體與娛樂知識圖譜
  • 法律與合規知識圖譜

第7章 區域和國家分析

  • 全球知識圖譜市場：按地區、表現和預測，2019-2024 年、2024-2029 年、2034 年
  • 全球知識圖譜市場：依國家、表現及預測，2019-2024 年、2024-2029 年、2034 年

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章 澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章 德國市場

第18章 法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章競爭格局與公司概況

  • 知識圖譜市場：競爭格局
  • 知識圖譜市場：公司簡介
    • Amazon Web Services
    • Google LLC
    • International Business Machines Corporation（IBM Corporation）
    • Oracle Corporation
    • SAP SE

第31章 其他大型創新企業

  • 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.

第 32 章全球市場競爭基準化分析與儀表板

第33章 重大併購

第34章近期市場趨勢

第35章：市場潛力大的國家與策略

  • 2029年知識圖譜市場：提供新機會的國家
  • 2029年知識圖譜市場：細分領域帶來新機會
  • 2029年知識圖譜市場：成長策略
    • 基於市場趨勢的策略
    • 競爭對手的策略

第36章 附錄

簡介目錄
Product Code: r34593

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