2025年語意知識圖譜全球市場報告

預計未來幾年語意知識圖譜的市場規模將快速成長。到 2029 年，這一數字將成長至 27.7 億美元，複合年成長率為 12.7%。預測期內的成長歸因於自然語言處理和機器學習的使用增加、資料整合和分析的需求不斷成長、網際網路上資料量的增加、知識圖譜在快速知識庫搜尋的廣泛使用、解決資料存取和可用性問題的進步、客戶期望的變化以及新興經濟體對 5G 技術的需求不斷增加。預測期內的關鍵趨勢包括技術進步、顛覆性解決方案、創新和卓越、商業夥伴關係和協作以及與其他技術的整合。

語意知識圖譜市場的預測成長是由對結構化資料日益成長的需求所驅動的。結構化資料是組織良好且格式正確的訊息，可以被電腦系統輕鬆識別和搜尋。語意知識圖譜透過提供有意義的組織和連接資訊的框架，在提高結構化資料的價值和效用發揮著至關重要的作用。根據美國資料管理公司Komprise的調查顯示，87%的IT領導者將管理非結構化資料的成長視為2022年的首要任務，較2021年的70%有顯著成長。這凸顯了對結構化資料的需求不斷成長，這是推動語意知識圖譜市場成長的關鍵因素。

語義知識圖譜市場的主要企業正在積極開發有效組織和連接資料和非結構化資料的創新產品。其中一個例子就是美國雲端運算公司亞馬遜網路服務 (AWS) 於 2022 年 10 月發布的 Amazon Neptune。 Amazon Neptune 是一種專用的高效能圖形資料庫服務，旨在滿足龐大互連資料集的儲存和處理需求。透過利用語義技術，Amazon Neptune 可以輕鬆有效地查詢和分析資料，從而輕鬆建立和運行與高度連接的資料無縫協作的應用程式。

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 - 宏觀經濟情景，包括利率、通膨、地緣政治、新冠疫情以及復甦對市場的影響

第5章 全球成長分析與策略分析框架

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

第6章市場區隔

• 全球語意知識圖譜市場（依知識圖譜類型、表現與預測），2019-2024 年、2024-2029 年、2034 年
• 上下文豐富的知識圖譜
• 外部感知知識圖譜
• 自然語言處理（NLP）知識圖譜
• 全球語意知識圖譜市場（依資料來源、實際狀況及預測），2019-2024 年、2024-2029 年、2034 年
• 結構
• 非結構化
• 半結構化
• 全球語意知識圖譜市場（依任務類型、實際狀況及預測），2019-2024 年、2024-2029 年、2034 年
• 連結預測
• 實體解析
• 基於連結的叢集
• 全球語意知識圖譜市場：按應用、效能和預測，2019-2024 年、2024-2029 年、2034 年
• 語意搜尋
• 問答機
• 資訊搜尋
• 電子閱讀
• 其他用途
• 全球語意知識圖譜市場：按最終使用者、效能和預測，2019-2024 年、2024-2029 年、2034 年
• 銀行、金融服務和保險（BFSI）
• 衛生保健
• 製造業
• 全球語意知識圖譜市場，依脈絡豐富知識圖譜類型細分，表現及預測，2019-2024 年、2024-2029 年、2034 年
• 特定領域的知識圖譜
• 企業知識圖譜
• 全球語意知識圖譜市場外部感知知識圖譜細分（按類型）、實際情況及預測，2019-2024 年、2024-2029 年、2034 年
• 物聯網整合知識圖譜
• 感測器資料驅動的知識圖譜
• 全球語意知識圖譜市場自然語言處理 (NLP) 知識圖譜細分，按類型、實際及預測，2019-2024 年、2024-2029 年、2034 年
• 文本知識擷取圖譜
• 語意關係圖

第7章 區域和國家分析

• 全球語意知識圖譜市場：依地區、績效及預測，2019-2024 年、2024-2029 年、2034 年
• 全球語意知識圖譜市場：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

• 語意知識圖譜市場：競爭格局
• 語意知識圖譜市場：公司簡介
  • Amazon.com Inc. Overview, Products and Services, Strategy and Financial Analysis
  • Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Facebook Inc. Overview, Products and Services, Strategy and Financial Analysis
  • The International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型創新企業

• Oracle Corporation
• Mitsubishi Electric Corporation
• SAP SE
• Thales Group
• Baidu Inc.
• LinkedIn Corporation
• Wipro Limited
• Yandex NV
• OpenLink Software
• Neo4j
• MarkLogic
• Bitnine
• Datavid
• Ontotext
• Stardog Union

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 高市場潛力國家、細分市場與策略

• 2029 年語意知識圖譜市場：提供新機會的國家
• 2029 年語意知識圖譜市場：細分領域帶來新機會
• 語意知識圖譜市場 2029：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

Semantic knowledge graphing involves the systematic creation of a visual representation of knowledge in a structured format. This representation utilizes semantic relationships between different concepts and entities. Semantic knowledge graphs find applications in various fields, including artificial intelligence, data management, and information retrieval. They are employed to effectively portray intricate relationships between data entities in a meaningful and interconnected manner.

In semantic knowledge graphing, the primary knowledge graph types include context-rich knowledge graphs, external-sensing knowledge graphs, and natural language processing (NLP) knowledge graphs. Context-rich knowledge graphs play a crucial role in integrating and analyzing data from IoT devices and sensors, offering advanced insights into complex systems and environments. Utilizing structured, unstructured, and semi-structured data sources, these knowledge graphs support applications such as link prediction, entity resolution, and link-based clustering. They find practical use in semantic search, question and answer (QNA) systems, information retrieval, electronic reading, and other applications, particularly in industries such as banking, financial services and insurance (BFSI), healthcare, and manufacturing.

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

The semantic knowledge graphing market size has grown rapidly in recent years. It will grow from $1.49 billion in 2024 to $1.71 billion in 2025 at a compound annual growth rate (CAGR) of 15.3%. The growth in the historic period can be attributed to growing need for interoperability, growing need for structured data, increasing number of internet users, rising demand for semantic knowledge graphing in the healthcare sector, growing demand for semantic knowledge graphing in the e-commerce sector, rising demand for semantic knowledge graphing in the manufacturing sector.

The semantic knowledge graphing market size is expected to see rapid growth in the next few years. It will grow to $2.77 billion in 2029 at a compound annual growth rate (CAGR) of 12.7%. The growth in the forecast period can be attributed to increasing use of natural language processing and machine learning, increasing need for data integration and analytics, increasing volume of data on the internet, growing traction of knowledge graphs for quick knowledge base search, advancements in resolving data access and availability issues, changing in customer expectations, increasing demand for 5g technology in emerging economies. Major trends in the forecast period include technological advancements, innovative solutions, innovation and excellence, business partnership and collaboration, and integration with other technologies.

The projected growth of the semantic knowledge graphing market is driven by the increasing need for structured data. Structured data refers to well-organized and formatted information that is easily identifiable and searchable by computer systems. Semantic knowledge graphing plays a pivotal role in enhancing the value and utility of structured data by providing a framework for meaningful organization and connection of information. As per a survey conducted by Komprise, a US-based data management company, 87% of IT leaders in 2022 rated managing unstructured data growth as a top priority, showing a significant increase from 70% in 2021. This emphasizes the growing demand for structured data, a key driver propelling the growth of the semantic knowledge graphing market.

Prominent companies in the semantic knowledge graphing market are actively developing innovative products to effectively organize and connect both structured and unstructured data. An example is Amazon Neptune, introduced by Amazon Web Services (AWS), a US-based cloud computing company, in October 2022. Amazon Neptune is a purpose-built, high-performance graph database service designed to address the storage and processing needs of extensive interconnected datasets. Utilizing semantic technologies, Amazon Neptune facilitates efficient querying and analysis of data, making it easier to build and run applications that work seamlessly with highly connected data.

In July 2024, Squirro, a US-based Generative AI platform company, announced its acquisition of Synaptica for an undisclosed amount. This strategic move is intended to bolster Squirro's AI capabilities by integrating Synaptica's knowledge graph technologies, which will enhance accuracy, knowledge discovery, and business process automation. Synaptica is recognized for its expertise in developing structured taxonomies that provide a foundation for creating semantic knowledge graphs, thereby improving the understanding of relationships and meanings between various concepts. This acquisition positions Squirro to offer more advanced AI solutions, leveraging enhanced data comprehension and automation in its services.

Major companies operating in the semantic knowledge graphing market report are Amazon.com Inc., Google LLC, Microsoft Corporation, Facebook Inc., The International Business Machines Corporation, Oracle Corporation, Mitsubishi Electric Corporation, SAP SE, Thales Group, Baidu Inc., LinkedIn Corporation, Wipro Limited, Yandex N.V., OpenLink Software, Neo4j, MarkLogic, Bitnine, Datavid, Ontotext, Stardog Union, TopQuadrant, GraphAware, Cambridge Semantics, Memgraph, Franz Inc.

North America was the largest region in the semantic knowledge graphing market in 2024. The regions covered in the semantic knowledge graphing market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

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

The semantic knowledge graphing market consists of revenues earned by entities by providing services such as manage and extract data, improve efficiency, and deliver personalized experiences across various verticals, including healthcare, media and entertainment, financial services, e-commerce, and manufacturing. The market value includes the value of related goods sold by the service provider or included within the service offering. The semantic knowledge graphing market also includes sales of CPUs, GPUs, memory, storage, and network devices. 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 IT market is segmented into IT services; computer hardware; telecom and software products.

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 that 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.

Semantic Knowledge Graphing 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 semantic knowledge graphing 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 semantic knowledge graphing ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The semantic knowledge graphing 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 Knowledge Graph Type: Context-Rich Knowledge Graphs; External-Sensing Knowledge Graphs; Natural Language Processing (NLP) Knowledge Graphs
• 2) By Data Source: Structured; Unstructured; Semi-Structured
• 3) By Task Type: Link Prediction; Entity Resolution; Link-Based Clustering
• 4) By Application: Semantic Search; Question And Answer (Qna) Machines; Information Retrieval; Electronic Reading; Other Applications
• 5) By End-User: Banking, Financial Services And Insurance (BFSI); Healthcare; Manufacturing
• Subsegments:

1) By Context-Rich Knowledge Graphs; Domain-Specific Knowledge Graphs; Enterprise Knowledge Graphs

• 2) By External-Sensing Knowledge Graphs: IoT-Integrated Knowledge Graphs; Sensor Data-Driven Knowledge Graphs
• 3) By Natural Language Processing (NLP) Knowledge Graphs: Textual Knowledge Extraction Graphs; Semantic Relationship Graphs
• Companies Mentioned: Amazon.com Inc.; Google LLC; Microsoft Corporation; Facebook Inc.; The International Business Machines Corporation
• 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. Semantic Knowledge Graphing Market Characteristics

3. Semantic Knowledge Graphing Market Trends And Strategies

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

5. Global Semantic Knowledge Graphing Growth Analysis And Strategic Analysis Framework

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

6. Semantic Knowledge Graphing Market Segmentation

• 6.1. Global Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Context-rich Knowledge Graphs
• External-sensing Knowledge Graphs
• Natural Language Processing (NLP) Knowledge Graphs
• 6.2. Global Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Structured
• Unstructured
• Semi-structured
• 6.3. Global Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Link Prediction
• Entity Resolution
• Link-based Clustering
• 6.4. Global Semantic Knowledge Graphing Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Semantic Search
• Question and Answer (QnA) Machines
• Information Retrieval
• Electronic Reading
• Other Applications
• 6.5. Global Semantic Knowledge Graphing Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Banking, Financial Services And Insurance (BFSI)
• Healthcare
• Manufacturing
• 6.6. Global Semantic Knowledge Graphing Market, Sub-Segmentation Of Context-Rich Knowledge Graphs, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Domain-Specific Knowledge Graphs
• Enterprise Knowledge Graphs
• 6.7. Global Semantic Knowledge Graphing Market, Sub-Segmentation Of External-Sensing Knowledge Graphs, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• IoT-Integrated Knowledge Graphs
• Sensor Data-Driven Knowledge Graphs
• 6.8. Global Semantic Knowledge Graphing Market, Sub-Segmentation Of Natural Language Processing (NLP) Knowledge Graphs, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Textual Knowledge Extraction Graphs
• Semantic Relationship Graphs

7. Semantic Knowledge Graphing Market Regional And Country Analysis

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

8. Asia-Pacific Semantic Knowledge Graphing Market

• 8.1. Asia-Pacific Semantic Knowledge Graphing 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 Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Semantic Knowledge Graphing Market

• 9.1. China Semantic Knowledge Graphing Market Overview
• 9.2. China Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Semantic Knowledge Graphing Market

• 10.1. India Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Semantic Knowledge Graphing Market

• 11.1. Japan Semantic Knowledge Graphing Market Overview
• 11.2. Japan Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Semantic Knowledge Graphing Market

• 12.1. Australia Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Semantic Knowledge Graphing Market

• 13.1. Indonesia Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Semantic Knowledge Graphing Market

• 14.1. South Korea Semantic Knowledge Graphing Market Overview
• 14.2. South Korea Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Semantic Knowledge Graphing Market

• 15.1. Western Europe Semantic Knowledge Graphing Market Overview
• 15.2. Western Europe Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Semantic Knowledge Graphing Market

• 16.1. UK Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Semantic Knowledge Graphing Market

• 17.1. Germany Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Semantic Knowledge Graphing Market

• 18.1. France Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Semantic Knowledge Graphing Market

• 19.1. Italy Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Semantic Knowledge Graphing Market

• 20.1. Spain Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Semantic Knowledge Graphing Market

• 21.1. Eastern Europe Semantic Knowledge Graphing Market Overview
• 21.2. Eastern Europe Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Semantic Knowledge Graphing Market

• 22.1. Russia Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Semantic Knowledge Graphing Market

• 23.1. North America Semantic Knowledge Graphing Market Overview
• 23.2. North America Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Semantic Knowledge Graphing Market

• 24.1. USA Semantic Knowledge Graphing Market Overview
• 24.2. USA Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Semantic Knowledge Graphing Market

• 25.1. Canada Semantic Knowledge Graphing Market Overview
• 25.2. Canada Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Semantic Knowledge Graphing Market

• 26.1. South America Semantic Knowledge Graphing Market Overview
• 26.2. South America Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Semantic Knowledge Graphing Market

• 27.1. Brazil Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Semantic Knowledge Graphing Market

• 28.1. Middle East Semantic Knowledge Graphing Market Overview
• 28.2. Middle East Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Semantic Knowledge Graphing Market

• 29.1. Africa Semantic Knowledge Graphing Market Overview
• 29.2. Africa Semantic Knowledge Graphing Market, Segmentation By Knowledge Graph Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Semantic Knowledge Graphing Market, Segmentation By Data Source, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Semantic Knowledge Graphing Market, Segmentation By Task Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Semantic Knowledge Graphing Market Competitive Landscape And Company Profiles

• 30.1. Semantic Knowledge Graphing Market Competitive Landscape
• 30.2. Semantic Knowledge Graphing Market Company Profiles
  • 30.2.1. Amazon.com Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Facebook Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. The International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis

31. Semantic Knowledge Graphing Market Other Major And Innovative Companies

• 31.1. Oracle Corporation
• 31.2. Mitsubishi Electric Corporation
• 31.3. SAP SE
• 31.4. Thales Group
• 31.5. Baidu Inc.
• 31.6. LinkedIn Corporation
• 31.7. Wipro Limited
• 31.8. Yandex N.V.
• 31.9. OpenLink Software
• 31.10. Neo4j
• 31.11. MarkLogic
• 31.12. Bitnine
• 31.13. Datavid
• 31.14. Ontotext
• 31.15. Stardog Union

32. Global Semantic Knowledge Graphing Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Semantic Knowledge Graphing Market

34. Recent Developments In The Semantic Knowledge Graphing Market

35. Semantic Knowledge Graphing Market High Potential Countries, Segments and Strategies

• 35.1 Semantic Knowledge Graphing Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Semantic Knowledge Graphing Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Semantic Knowledge Graphing 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