知識圖市場規模、按任務類型、按資料來源、按組織規模、應用程式、類型、最終用途、預測 2023 - 2032 年
市場調查報告書
商品編碼
1399601

知識圖市場規模、按任務類型、按資料來源、按組織規模、應用程式、類型、最終用途、預測 2023 - 2032 年

Knowledge Graph Market Size, By Task Type, By Data Source, By Organization Size, Application, Type, End Use, Forecast 2023 - 2032

出版日期: | 出版商: Global Market Insights Inc. | 英文 319 Pages | 商品交期: 2-3個工作天內

價格

在智慧城市和城市規劃措施持續發展的推動下,知識圖譜市場規模預計從 2023 年到 2032 年CAGR將超過 13.5%。知識圖透過整合來自感測器、交通系統和公共服務的資料來提高智慧城市計畫的效率,從而最佳化資源利用並提高生活品質。隨著城市化進程的不斷深入,對與地理空間資訊結合的知識圖譜的需求進一步上升,以便為智慧城市舉措做出明智的決策。

此外,一些市場參與者正在開發先進的知識圖譜,以滿足不同行業的需求,促進最佳化資源管理、高效規劃和改進營運洞察力,從而促進行業成長。例如,2023 年 11 月,Foursquare 推出了新的地理空間知識圖,作為組織地理資料集的革命性方法,部署圖技術和 H3 網格系統,以改變位置資料為組織帶來的好處。

整個產業分為類型、任務類型、資料來源、組織規模、應用程式、最終用戶和區域。

根據類型,外部感測知識圖譜市場預計在 2023 年至 2032 年期間將出現可觀的成長。物聯網設備、感測器和衛星等外部感測技術會產生大量不同的資料。為此,知識圖對於從異質外部資料中組織、關聯和獲取有價值的見解變得至關重要。透過提供情境連結來增強決策流程的更大需求也推動了醫療保健、物流和智慧城市等行業的產品採用。

就最終用途而言,預計到2032 年,媒體和娛樂領域的知識圖譜市場將出現高需求。隨著多樣化內容數量的不斷增加,知識圖譜在內容組織、推薦系統和個人化使用者體驗方面獲得了廣泛的關注。此外,人工智慧和機器學習整合知識圖譜的開發有助於最佳化內容分發和細化受眾定位。個人化和沈浸式數位體驗的動態演變將進一步推動細分市場的擴張。

2023年至2032年,亞太地區知識圖譜產業預計將呈現超過16.5%的成長率。持續的數位轉型正在推動該地區政府、企業和研究公司對知識圖譜的需求激增。亞太地區是一些領先電子商務平台的所在地。這使得人們越來越重視使用知識圖來推動推薦系統。此外,從醫療保健到銀行等各個領域擴大利用知識圖譜來解釋複雜的資料,這將促進區域產業的成長。

目錄

第 1 章:方法與範圍

第 2 章:執行摘要

第 3 章:知識圖譜市場產業洞察

  • COVID-19 的影響
  • 俄羅斯-烏克蘭戰爭的影響
  • 產業生態系統分析
  • 供應商矩陣
  • 利潤率分析
  • 技術與創新格局
  • 專利分析
  • 重要新聞和舉措
    • 夥伴關係/協作
    • 併購
    • 投資
    • 產品發布與創新
  • 監管環境
  • 衝擊力
    • 成長動力
      • 對不同來源的無縫資料整合的需求日益成長
      • 人工智慧和機器學習應用的成長
      • 提高搜尋準確性和個人化推薦
      • 物聯網 (IoT) 設備的激增和大量資料的產生
    • 產業陷阱與挑戰
      • 資料隱私和安全挑戰
      • 實施複雜
  • 成長潛力分析
  • 波特的分析
  • PESTEL分析

第 4 章:競爭格局

  • 介紹
  • 公司市佔率
  • 主要市場參與者的競爭分析
    • AWS
    • Cambridge Semantics
    • Franz Inc.
    • Google
    • IBM Corporation
    • Microsoft
    • Stardog
  • 競爭定位矩陣
  • 戰略展望矩陣

第 5 章:知識圖譜市場估計與預測:按類型

  • 主要動向:依類型
  • 上下文豐富的知識圖譜
  • 外部感知知識圖譜
  • NLP知識圖譜

第 6 章:知識圖譜市場估計與預測:依任務類型

  • 主要動向:依任務類型
  • 連結預測
  • 實體解析
  • 基於連結的聚類

第 7 章:知識圖譜市場估計與預測:按資料來源

  • 主要動向:按資料來源
  • 結構化資料
  • 非結構化資料
  • 半結構化資料

第 8 章:知識圖譜市場估計與預測:依組織規模

  • 主要動向:依組織規模
  • 中小企業
  • 大型企業

第 9 章:知識圖譜市場估計與預測:按應用

  • 主要動向:按應用
  • 語意搜尋
  • 推薦系​​統
  • 數據整合
  • 知識管理
  • 人工智慧和機器學習

第 10 章:知識圖譜市場估計與預測:依最終用途

  • 主要動向:依最終用途
  • 衛生保健
  • 電子商務與零售
  • BFSI
  • 政府
  • 媒體與娛樂
  • 製造業
  • 運輸與物流
  • 其他

第 11 章:知識圖譜市場估計與預測:按地區

  • 主要動向:按地區
  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 法國
    • 義大利
    • 西班牙
    • 北歐人
  • 亞太地區
    • 中國
    • 印度
    • 日本
    • 澳洲
    • 韓國
    • 東南亞
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
  • MEA
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯
    • 南非

第 12 章:公司簡介

  • AllegroGraph
  • Amazon Web Services (AWS)
  • Cambridge Semantics
  • Crayon Data
  • DataStax
  • Franz Inc.
  • Google
  • Grakn Labs
  • IBM
  • Microsoft
  • Neo4j
  • Ontotext
  • Oracle
  • PoolParty
  • Stardog
Product Code: 7266

Knowledge Graph Market size is projected to expand at over 13.5% CAGR from 2023-2032 driven by the ongoing development of smart cities and urban planning initiatives. Knowledge graphs enhance the efficiency of smart city projects by integrating data from sensors, traffic systems, and public services to offer optimized resource utilization and improved quality of life. With the intensifying urbanization, the demand for knowledge graphs integrated with geospatial information is further rising for making informed decision-making for smart city initiatives.

Furthermore, several market participants are developing advanced knowledge graphs to cater to diverse industries and foster optimized resource management, efficient planning, and improved operational insights, boosting the industry growth. For instance, in November 2023, Foursquare introduced its new geospatial knowledge graph as a revolutionary approach for organizing geographic datasets deploying graph technologies and the H3 grid system to alter the benefits from location data to organizations.

The overall industry is segmented into type, task type, data source, organization size, application, end-user, and region.

Based on type, the external sensing knowledge graph market is anticipated to record considerable growth from 2023-2032. External sensing technologies, such as IoT devices, sensors, and satellites, generate vast volumes of diverse data. To that end, knowledge graphs have turned essential for organizing, correlating, and deriving valuable insights from heterogeneous external data. The greater need to enhance decision-making processes by providing contextual connections is also fueling the product adoption across industries like healthcare, logistics, and smart cities.

In terms of end-use, the knowledge graph market from the media & entertainment segment is expected to witness high demand through 2032. With the increasing volumes of diverse content, knowledge graphs have gained traction for content organization, recommendation systems, and personalized user experiences. Furthermore, the development of AI and ML-integrated knowledge graphs is helping to optimize content distribution and refine audience targeting. The dynamic evolution of personalized and immersive digital experiences will further boost the segment expansion.

Asia Pacific knowledge graph industry is poised to exhibit over 16.5% growth rate from 2023-2032. The ongoing digital transformation is surging the demand for knowledge graphs across government, businesses, and research firms in the region. APAC is home to some of the leading e-commerce platforms. This is increasing the emphasis on employing knowledge graphs to fuel recommendation systems. Furthermore, the rising utilization of knowledge graphs in multifarious sectors, ranging from healthcare to banking, to interpret intricate and complicated data will boost regional industry growth.

Table of Contents

Chapter 1 Methodology & Scope

  • 1.1 Market scope & definition
  • 1.2 Base estimates & calculations
  • 1.3 Forecast calculation
  • 1.4 Data sources
    • 1.4.1 Primary
    • 1.4.2 Secondary
      • 1.4.2.1 Paid sources
      • 1.4.2.2 Public sources

Chapter 2 Executive Summary

  • 2.1 Knowledge graph market 360 degree synopsis, 2018 - 2032
  • 2.2 Business trends
    • 2.2.1 Total Addressable Market (TAM), 2023 - 2032
  • 2.3 Regional trends
  • 2.4 Type trends
  • 2.5 Task type trends
  • 2.6 Data source trends
  • 2.7 Organization size trends
  • 2.8 Application trends
  • 2.9 End-use trends

Chapter 3 Knowledge Graph Market Industry Insights

  • 3.1 Impact of COVID-19
  • 3.2 Impact of the Russia-Ukraine war
  • 3.3 Industry ecosystem analysis
  • 3.4 Vendor matrix
  • 3.5 Profit margin analysis
  • 3.6 Technology & innovation landscape
  • 3.7 Patent analysis
  • 3.8 Key news and initiatives
    • 3.8.1 Partnership/Collaboration
    • 3.8.2 Merger/Acquisition
    • 3.8.3 Investment
    • 3.8.4 Product launch & innovation
  • 3.9 Regulatory landscape
  • 3.10 Impact forces
    • 3.10.1 Growth drivers
      • 3.10.1.1 Increasing need for seamless data integration across various sources
      • 3.10.1.2 Growth of artificial intelligence and machine learning applications
      • 3.10.1.3 Improved search accuracy and personalized recommendations
      • 3.10.1.4 Proliferation of Internet of Things (IoT) devices and the generation of massive volumes of data
    • 3.10.2 Industry pitfalls & challenges
      • 3.10.2.1 Data privacy and security challenges
      • 3.10.2.2 Complex implementation
  • 3.11 Growth potential analysis
  • 3.12 Porter's analysis
  • 3.13 PESTEL analysis

Chapter 4 Competitive Landscape, 2022

  • 4.1 Introduction
  • 4.2 Company market share, 2022
  • 4.3 Competitive analysis of major market players, 2022
    • 4.3.1 AWS
    • 4.3.2 Cambridge Semantics
    • 4.3.3 Franz Inc.
    • 4.3.4 Google
    • 4.3.5 IBM Corporation
    • 4.3.6 Microsoft
    • 4.3.7 Stardog
  • 4.4 Competitive positioning matrix, 2022
  • 4.5 Strategic outlook matrix, 2022

Chapter 5 Knowledge Graph Market Estimates & Forecast, By Type (Revenue)

  • 5.1 Key trends, by type
  • 5.2 Context-rich knowledge graphs
  • 5.3 External-sensing knowledge graphs
  • 5.4 NLP Knowledge graphs

Chapter 6 Knowledge Graph Market Estimates & Forecast, By Task Type (Revenue)

  • 6.1 Key trends, by task type
  • 6.2 Link prediction
  • 6.3 Entity resolution
  • 6.4 Link-based clustering

Chapter 7 Knowledge Graph Market Estimates & Forecast, By Data Source (Revenue)

  • 7.1 Key trends, by data source
  • 7.2 Structured data
  • 7.3 Unstructured data
  • 7.4 Semi-structured data

Chapter 8 Knowledge Graph Market Estimates & Forecast, By Organization Size (Revenue)

  • 8.1 Key trends, by organization size
  • 8.2 SMEs
  • 8.3 Large enterprises

Chapter 9 Knowledge Graph Market Estimates & Forecast, By Application (Revenue)

  • 9.1 Key trends, by application
  • 9.2 Semantic search
  • 9.3 Recommendation systems
  • 9.4 Data integration
  • 9.5 Knowledge management
  • 9.6 AI & machine learning

Chapter 10 Knowledge Graph Market Estimates & Forecast, By End-Use (Revenue)

  • 10.1 Key trends, by end-use
  • 10.2 Healthcare
  • 10.3 E-commerce & retail
  • 10.4 BFSI
  • 10.5 Government
  • 10.6 Media & entertainment
  • 10.7 Manufacturing
  • 10.8 Transportation & logistics
  • 10.9 Others

Chapter 11 Knowledge Graph Market Estimates & Forecast, By Region (Revenue)

  • 11.1 Key trends, by region
  • 11.2 North America
    • 11.2.1 U.S.
    • 11.2.2 Canada
  • 11.3 Europe
    • 11.3.1 UK
    • 11.3.2 Germany
    • 11.3.3 France
    • 11.3.4 Italy
    • 11.3.5 Spain
    • 11.3.6 Nordics
  • 11.4 Asia Pacific
    • 11.4.1 China
    • 11.4.2 India
    • 11.4.3 Japan
    • 11.4.4 Australia
    • 11.4.5 South Korea
    • 11.4.6 Southeast Asia
  • 11.5 Latin America
    • 11.5.1 Brazil
    • 11.5.2 Mexico
    • 11.5.3 Argentina
  • 11.6 MEA
    • 11.6.1 UAE
    • 11.6.2 Saudi Arabia
    • 11.6.3 South Africa

Chapter 12 Company Profiles

  • 12.1 AllegroGraph
  • 12.2 Amazon Web Services (AWS)
  • 12.3 Cambridge Semantics
  • 12.4 Crayon Data
  • 12.5 DataStax
  • 12.6 Franz Inc.
  • 12.7 Google
  • 12.8 Grakn Labs
  • 12.9 IBM
  • 12.10 Microsoft
  • 12.11 Neo4j
  • 12.12 Ontotext
  • 12.13 Oracle
  • 12.14 PoolParty
  • 12.15 Stardog

Data Tables

  • TABLE 1 Global knowledge graph industry 360º synopsis, 2018-2032
  • TABLE 2 Global knowledge graph market, 2018-2022 (USD Million)
  • TABLE 3 Global knowledge graph market, 2023-2032 (USD Million)
  • TABLE 4 Total addressable market (TAM), 2023-2032 (USD Million)
  • TABLE 5 Global knowledge graph market, by region, 2018-2022 (USD Million)
  • TABLE 6 Global knowledge graph market, by region, 2023-2032 (USD Million)
  • TABLE 7 Knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 8 Knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 9 Knowledge graph market, by data source, 2018 - 2022, (USD Million)
  • TABLE 10 Knowledge graph market, by data source, 2023 - 2032, (USD Million)
  • TABLE 11 Knowledge graph market, by task type, 2018 - 2022, (USD Million)
  • TABLE 12 Knowledge graph market, by task type, 2023 - 2032, (USD Million)
  • TABLE 13 Knowledge graph market, by end-use, 2018 - 2022, (USD Million)
  • TABLE 14 Knowledge graph market, by end-use, 2023 - 2032, (USD Million)
  • TABLE 15 Knowledge graph market, by organization size, 2018 - 2022, (USD Million)
  • TABLE 16 Knowledge graph market, by organization size, 2023 - 2032, (USD Million)
  • TABLE 17 Knowledge graph market, by application, 2018 - 2022, (USD Million)
  • TABLE 18 Knowledge graph market, by application, 2023 - 2032, (USD Million)
  • TABLE 19 Covid-19 impact on North America knowledge graph market
  • TABLE 20 Covid-19 impact on Europe knowledge graph market
  • TABLE 21 Covid-19 impact on Asia Pacific knowledge graph market
  • TABLE 22 Covid-19 impact on Latin America knowledge graph market
  • TABLE 23 Covid-19 impact on MEA knowledge graph market
  • TABLE 24 Vendor matrix
  • TABLE 25 Patent analysis
  • TABLE 26 Industry impact forces
  • TABLE 27 Company market share, 2022
  • TABLE 28 Competitive analysis of major market players, 2022
  • TABLE 29 Context-rich Knowledge Graphs market, 2018 - 2022 (USD Million)
  • TABLE 30 Context-rich Knowledge Graphs market, 2023 - 2032 (USD Million)
  • TABLE 31 External-sensing Knowledge Graphs market, 2018 - 2022 (USD Million)
  • TABLE 32 External-sensing Knowledge Graphs market, 2023 - 2032 (USD Million)
  • TABLE 33 NLP Knowledge Graphs market, 2018 - 2022 (USD Million)
  • TABLE 34 NLP Knowledge Graphs market, 2023 - 2032 (USD Million)
  • TABLE 35 Link Prediction market, 2018 - 2022 (USD Million)
  • TABLE 36 Link Prediction market, 2023 - 2032 (USD Million)
  • TABLE 37 Entity Resolution market, 2018 - 2022 (USD Million)
  • TABLE 38 Entity Resolution market, 2023 - 2032 (USD Million)
  • TABLE 39 Link-based Clustering market, 2018 - 2022 (USD Million)
  • TABLE 40 Link-based Clustering market, 2023 - 2032 (USD Million)
  • TABLE 41 Structured Data market, 2023 - 2032 (USD Million)
  • TABLE 42 Structured Data market, 2018 - 2022 (USD Million)
  • TABLE 43 Unstructured Data market 2023 - 2032 (USD Million)
  • TABLE 44 Unstructured Data market, 2018 - 2022 (USD Million)
  • TABLE 45 Semi-structured Data market, 2023 - 2032 (USD Million)
  • TABLE 46 Semi-structured Data market, 2018 - 2022 (USD Million)
  • TABLE 47 Large enterprises market, 2018 - 2022 (USD Million)
  • TABLE 48 Large enterprises market 2023 - 2032 (USD Million)
  • TABLE 49 SMEs market, 2018 - 2022 (USD Million)
  • TABLE 50 SMEs market 2023 - 2032 (USD Million)
  • TABLE 51 Semantic Search market, 2018 - 2022 (USD Million)
  • TABLE 52 Semantic Search market, 2023 - 2032 (USD Million)
  • TABLE 53 Recommendation Systems market, 2018 - 2022 (USD Million)
  • TABLE 54 Recommendation Systems market, 2023 - 2032 (USD Million)
  • TABLE 55 Data Integration market, 2018 - 2022 (USD Million)
  • TABLE 56 Data Integration market, 2023 - 2032 (USD Million)
  • TABLE 57 Knowledge Management market, 2023 - 2032 (USD Million)
  • TABLE 58 Knowledge Management market, 2018 - 2022 (USD Million)
  • TABLE 59 AI & Machine Learning market, 2023 - 2032 (USD Million)
  • TABLE 60 AI & Machine Learning market, 2018 - 2022 (USD Million)
  • TABLE 61 Healthcare market, 2023 - 2032 (USD Million)
  • TABLE 62 Healthcare market, 2023 - 2032 (USD Million)
  • TABLE 63 E-commerce & Retail market, 2018 - 2022 (USD Million)
  • TABLE 64 E-commerce & Retail market, 2023 - 2032 (USD Million)
  • TABLE 65 BFSI market, 2018 - 2022 (USD Million)
  • TABLE 66 BFSI market, 2023 - 2032 (USD Million)
  • TABLE 67 Government market, 2023 - 2032 (USD Million)
  • TABLE 68 Government market, 2018 - 2022 (USD Million)
  • TABLE 69 Media & entertainment market, 2023 - 2032 (USD Million)
  • TABLE 70 Media & entertainment market, 2018 - 2022 (USD Million)
  • TABLE 71 Manufacturing market, 2023 - 2032 (USD Million)
  • TABLE 72 Manufacturing market, 2018 - 2022 (USD Million)
  • TABLE 73 Transportation & Logistics market, 2018 - 2022 (USD Million)
  • TABLE 74 Transportation & Logistics market, 2023 - 2032 (USD Million)
  • TABLE 75 Others market, 2018 - 2022 (USD Million)
  • TABLE 76 Others market, 2023 - 2032 (USD Million)
  • TABLE 77 North America knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 78 North America knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 79 North America knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 80 North America knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 81 North America knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 82 North America knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 83 North America knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 84 North America knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 85 North America knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 86 North America knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 87 North America knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 88 North America knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 89 North America knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 90 North America knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 91 U.S. knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 92 U.S. knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 93 U.S. knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 94 U.S. knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 95 U.S. knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 96 U.S. knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 97 U.S. knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 98 U.S. knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 99 U.S. knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 100 U.S. knowledge graph market, by end-use 2023 - 2032 (USD Million)
  • TABLE 101 U.S. knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 102 U.S. knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 103 Canada knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 104 Canada knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 105 Canada knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 106 Canada knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 107 Canada knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 108 Canada knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 109 Canada knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 110 Canada knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 111 Canada knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 112 Canada knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 113 Canada knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 114 Canada knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 115 Canada knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 116 Canada knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 117 Europe knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 118 Europe knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 119 Europe knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 120 Europe knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 121 Europe knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 122 Europe knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 123 Europe knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 124 Europe knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 125 Europe knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 126 Europe knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 127 Europe knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 128 Europe knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 129 Europe knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 130 Europe knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 131 UK knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 132 UK knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 133 UK knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 134 UK knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 135 UK knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 136 UK knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 137 UK knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 138 UK knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 139 UK knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 140 UK knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 141 UK knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 142 UK knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 143 UK knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 144 UK knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 145 Germany knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 146 Germany knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 147 Germany knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 148 Germany knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 149 Germany knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 150 Germany knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 151 Germany knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 152 Germany knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 153 Germany knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 154 Germany knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 155 Germany knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 156 Germany knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 157 Germany knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 158 Germany knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 159 France knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 160 France knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 161 France knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 162 France knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 163 France knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 164 France knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 165 France knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 166 France knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 167 France knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 168 France knowledge graph market, by end-use 2023 - 2032 (USD Million)
  • TABLE 169 France knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 170 France knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 171 France knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 172 France knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 173 Italy knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 174 Italy knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 175 Italy knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 176 Italy knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 177 Italy knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 178 Italy knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 179 Italy knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 180 Italy knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 181 Italy knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 182 Italy knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 183 Italy knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 184 Italy knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 185 Italy knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 186 Italy knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 187 Spain knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 188 Spain knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 189 Spain knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 190 Spain knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 191 Spain knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 192 Spain knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 193 Spain knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 194 Spain knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 195 Spain knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 196 Spain knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 197 Spain knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 198 Spain knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 199 Spain knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 200 Spain knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 201 Nordics knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 202 Nordics knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 203 Nordics knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 204 Nordics knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 205 Nordics knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 206 Nordics knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 207 Nordics knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 208 Nordics knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 209 Nordics knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 210 Nordics knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 211 Nordics knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 212 Nordics knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 213 Nordics knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 214 Nordics knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 215 Asia Pacific knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 216 Asia Pacific knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 217 Asia Pacific knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 218 Asia Pacific knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 219 Asia Pacific knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 220 Asia Pacific knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 221 Asia Pacific knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 222 Asia Pacific knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 223 Asia Pacific knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 224 Asia Pacific knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 225 Asia Pacific knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 226 Asia Pacific knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 227 Asia Pacific knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 228 Asia Pacific knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 229 China knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 230 China knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 231 China knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 232 China knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 233 China knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 234 China knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 235 China knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 236 China knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 237 China knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 238 China knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 239 China knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 240 China knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 241 China knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 242 China knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 243 India knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 244 India knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 245 India knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 246 India knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 247 India knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 248 India knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 249 India knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 250 India knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 251 India knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 252 India knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 253 India knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 254 India knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 255 India knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 256 India knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 257 Japan knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 258 Japan knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 259 Japan knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 260 Japan knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 261 Japan knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 262 Japan knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 263 Japan knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 264 Japan knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 265 Japan knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 266 Japan knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 267 Japan knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 268 Japan knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 269 Japan knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 270 Japan knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 271 Australia knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 272 Australia knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 273 Australia knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 274 Australia knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 275 Australia knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 276 Australia knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 277 Australia knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 278 Australia knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 279 Australia knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 280 Australia knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 281 Australia knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 282 Australia knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 283 Australia knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 284 Australia knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 285 South Korea knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 286 South Korea knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 287 South Korea knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 288 South Korea knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 289 South Korea knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 290 South Korea knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 291 South Korea knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 292 South Korea knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 293 South Korea knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 294 South Korea knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 295 South Korea knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 296 South Korea knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 297 South Korea knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 298 South Korea knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 299 Southeast Asia knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 300 Southeast Asia knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 301 Southeast Asia knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 302 Southeast Asia knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 303 Southeast Asia knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 304 Southeast Asia knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 305 Southeast Asia knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 306 Southeast Asia knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 307 Southeast Asia knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 308 Southeast Asia knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 309 Southeast Asia knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 310 Southeast Asia knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 311 Southeast Asia knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 312 Southeast Asia knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 313 Latin America knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 314 Latin America knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 315 Latin America knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 316 Latin America knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 317 Latin America knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 318 Latin America knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 319 Latin America knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 320 Latin America knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 321 Latin America knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 322 Latin America knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 323 Latin America knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 324 Latin America knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 325 Latin America knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 326 Latin America knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 327 Brazil knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 328 Brazil knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 329 Brazil knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 330 Brazil knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 331 Brazil knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 332 Brazil knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 333 Brazil knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 334 Brazil knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 335 Brazil knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 336 Brazil knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 337 Brazil knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 338 Brazil knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 339 Brazil knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 340 Brazil knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 341 Mexico knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 342 Mexico knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 343 Mexico knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 344 Mexico knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 345 Mexico knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 346 Mexico knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 347 Mexico knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 348 Mexico knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 349 Mexico knowledge graph market, by end-use 2023 - 2032 (USD Million)
  • TABLE 350 Mexico knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 351 Mexico knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 352 Mexico knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 353 Mexico knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 354 Mexico knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 355 Argentina knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 356 Argentina knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 357 Argentina knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 358 Argentina knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 359 Argentina knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 360 Argentina knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 361 Argentina knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 362 Argentina knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 363 Argentina knowledge graph market, by end-use 2023 - 2032 (USD Million)
  • TABLE 364 Argentina knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 365 Argentina knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 366 Argentina knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 367 Argentina knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 368 Argentina knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 369 MEA knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 370 MEA knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 371 MEA knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 372 MEA knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 373 MEA knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 374 MEA knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 375 MEA knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 376 MEA knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 377 MEA knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 378 MEA knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 379 MEA knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 380 MEA knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 381 MEA knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 382 MEA knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 383 UAE knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 384 UAE knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 385 UAE knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 386 UAE knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 387 UAE knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 388 UAE knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 389 UAE knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 390 UAE knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 391 UAE knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 392 UAE knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 393 UAE knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 394 UAE knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 395 UAE knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 396 UAE knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 397 South Africa knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 398 South Africa knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 399 South Africa knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 400 South Africa knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 401 South Africa knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 402 South Africa knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 403 South Africa knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 404 South Africa knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 405 South Africa knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 406 South Africa knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 407 South Africa knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 408 South Africa knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 409 South Africa knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 410 South Africa knowledge graph market, by application, 2023 - 2032 (USD Million)
  • TABLE 411 Saudi Arabia knowledge graph market, 2018 - 2022 (USD Million)
  • TABLE 412 Saudi Arabia knowledge graph market, 2023 - 2032 (USD Million)
  • TABLE 413 Saudi Arabia knowledge graph market, by type, 2018 - 2022 (USD Million)
  • TABLE 414 Saudi Arabia knowledge graph market, by type, 2023 - 2032 (USD Million)
  • TABLE 415 Saudi Arabia knowledge graph market, by data source, 2018 - 2022 (USD Million)
  • TABLE 416 Saudi Arabia knowledge graph market, by data source, 2023 - 2032 (USD Million)
  • TABLE 417 Saudi Arabia knowledge graph market, by task type, 2018 - 2022 (USD Million)
  • TABLE 418 Saudi Arabia knowledge graph market, by task type, 2023 - 2032 (USD Million)
  • TABLE 419 Saudi Arabia knowledge graph market, by end-use, 2018 - 2022 (USD Million)
  • TABLE 420 Saudi Arabia knowledge graph market, by end-use, 2023 - 2032 (USD Million)
  • TABLE 421 Saudi Arabia knowledge graph market, by organization size, 2023 - 2032 (USD Million)
  • TABLE 422 Saudi Arabia knowledge graph market, by organization size, 2018 - 2022 (USD Million)
  • TABLE 423 Saudi Arabia knowledge graph market, by application, 2018 - 2022 (USD Million)
  • TABLE 424 Saudi Arabia knowledge graph market, by application, 2023 - 2032 (USD Million)

Charts & Figures

  • FIG 1 GMI's report coverage in the global knowledge graph market
  • FIG 2 Industry segmentation
  • FIG 3 Forecast calculation
  • FIG 4 Profile break-up of primary respondents
  • FIG 5 Knowledge graph market 360 degree synopsis, 2018 - 2032
  • FIG 6 Knowledge graph ecosystem analysis
  • FIG 7 Profit margin analysis
  • FIG 8 Growth potential analysis
  • FIG 9 Porter's analysis
  • FIG 10 PESTEL analysis
  • FIG 11 Competitive analysis of major market players, 2022
  • FIG 12 Competitive positioning matrix
  • FIG 13 Strategic outlook matrix
  • FIG 14 Knowledge graph market, by type, 2022 & 2032
  • FIG 15 Knowledge graph market, by task type, 2022 & 2032
  • FIG 16 Knowledge graph market, by data source, 2022 & 2032
  • FIG 17 Knowledge graph market, by organization size, 2022 & 2032
  • FIG 18 Knowledge graph market, by application, 2022 & 2032
  • FIG 19 Knowledge graph market, by end use, 2022 & 2032
  • FIG 20 SWOT Analysis, AllegroGraph
  • FIG 21 SWOT Analysis, Amazon Web Services (AWS)
  • FIG 22 SWOT Analysis, Cambridge Semantics
  • FIG 23 SWOT Analysis, Crayon Data
  • FIG 24 SWOT Analysis, DataStax
  • FIG 25 SWOT Analysis, Franz Inc.
  • FIG 26 SWOT Analysis, Google
  • FIG 27 SWOT Analysis, Grakn Labs
  • FIG 28 SWOT Analysis, IBM
  • FIG 29 SWOT Analysis, Microsoft
  • FIG 30 SWOT Analysis, Neo4j
  • FIG 31 SWOT Analysis, Ontotext
  • FIG 32 SWOT Analysis, Oracle
  • FIG 33 SWOT Analysis, PoolParty
  • FIG 34 SWOT Analysis, Stardog