시맨틱 지식 그래프 시장 규모는 향후 수년간 급성장할 것으로 전망됩니다. 2029년에는 CAGR 12.7%로 성장할 전망이며, 27억 7,000만 달러로 성장이 예측됩니다. 예측 기간의 성장은 자연 언어 처리 및 머신러닝 이용 증가, 데이터 통합 및 분석 요구 증가, 인터넷상의 데이터 양 증가, 신속한 지식 기반 검색을 위한 지식 그래프 보급, 데이터 접근 및 가용성 문제 해결 진보, 고객 기대 변화, 신흥국의 5g 기술 수요 증가 등에 기인하고 있습니다. 예측 기간 주요 동향에는 기술 진보, 혁신적 솔루션, 혁신 및 탁월성, 비즈니스 파트너십 및 협업, 다른 기술과의 통합 등이 포함됩니다.
시맨틱 지식 그래프 시장의 성장 예측은 구조화 데이터에 대한 필요성이 증가하는 것이 원동력이 되고 있습니다. 구조화 데이터란 컴퓨터 시스템에 의해 쉽게 식별하고 검색할 수 있는 잘 정리되고 포맷화된 정보를 말합니다. 시맨틱 지식 그래프는 정보의 의미 있는 정리와 연결을 위한 프레임워크를 제공함으로써 구조화 데이터의 가치 및 유용성을 높이는 데 매우 중요한 역할을 합니다. 미국의 데이터 관리 회사인 Komprise가 실시한 조사에 따르면 2022년 IT 리더의 87%가 비구조화 데이터 증가를 관리하는 것을 최우선 사항으로 삼고 있으며, 2021년 70%에서 크게 증가했습니다. 이것은 시맨틱 지식 그래프 시장의 성장을 촉진하는 중요한 요인인 구조화 데이터에 대한 수요의 증가를 강조하고 있습니다.
시맨틱 지식 그래프 시장의 유력 기업은 구조화 데이터 및 비구조화 데이터를 효과적으로 정리하고 연결하는 혁신적인 제품을 적극적으로 개발하고 있습니다. 그 일례가, 미국의 클라우드 컴퓨팅 기업 Amazon Web Services(AWS)가 2022년 10월에 발표한 Amazon Neptune입니다. Amazon Neptune은 상호 연결된 방대한 데이터 세트의 스토리지와 처리 요구에 대응하기 위해 설계된 전용 고성능 그래프 데이터베이스 서비스입니다. 시맨틱 기술을 활용함으로써 아마존 넵튠은 데이터의 효율적인 조회와 분석을 용이하게 하고, 고도로 연결된 데이터를 매끄럽게 다루는 애플리케이션의 구축과 실행을 용이하게 합니다.
목차
제1장 주요 요약
제2장 시장 특징
제3장 시장 동향 및 전략
제4장 시장-금리, 인플레이션, 지정학, 코로나, 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오
제5장 세계의 성장 분석 및 전략 분석 프레임워크
- 세계의 시맨틱 지식 그래프 PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 성장 촉진요인 및 억제요인)
- 최종 이용 산업의 분석
- 세계의 시맨틱 지식 그래프 시장 : 성장률 분석
- 세계의 시맨틱 지식 그래프 시장 실적 : 규모 및 성장(2019-2024년)
- 세계의 시맨틱 지식 그래프 시장 예측 : 규모 및 성장(2024-2029년, 2034년)
- 세계의 시맨틱 지식 그래프 전체 시장 규모(TAM)
제6장 시장 세분화
- 세계의 시맨틱 지식 그래프 시장 지식 : 그래프 유형별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 컨텍스트 풍부한 지식 그래프
- 외부 감지 지식 그래프
- 자연 언어 처리(NLP) 지식 그래프
- 세계의 시맨틱 지식 그래프 시장 : 데이터 소스별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 구조화
- 비구조화
- 반구조화
- 세계의 시맨틱 지식 그래프 시장 : 태스크 유형별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 링크 예측
- 엔티티 해결
- 링크 기반 클러스터링
- 세계의 시맨틱 지식 그래프 시장 : 용도별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 시맨틱 검색
- 질문 및 답변(QnA) 머신
- 정보 검색
- 전자 독서
- 기타 용도
- 세계의 시맨틱 지식 그래프 시장 : 최종 사용자별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 은행, 금융서비스 및 보험(BFSI)
- 헬스케어
- 제조업
- 세계의 시맨틱 지식 그래프 시장 : 컨텍스트 풍부한 지식 그래프 유형별 세분화 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 도메인별 지식 그래프
- 엔터프라이즈 지식 그래프
- 세계의 시맨틱 지식 그래프 시장 : 외부 센싱 지식 그래프 유형별 세분화 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- IoT 통합 지식 그래프
- 센서 데이터 구동형 지식 그래프
- 세계의 시맨틱 지식 그래프 시장 : 자연 언어 처리(NLP) 지식 그래프별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 텍스트 지식 추출 그래프
- 의미 관계 그래프
제7장 지역별 및 국가별 분석
- 세계의 시맨틱 지식 그래프 시장 : 지역별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
- 세계의 시맨틱 지식 그래프 시장 : 국가별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
제8장 아시아태평양 시장
제9장 중국 시장
제10장 인도 시장
제11장 일본 시장
제12장 호주 시장
제13장 인도네시아 시장
제14장 한국 시장
제15장 서유럽 시장
제16장 영국 시장
제17장 독일 시장
제18장 프랑스 시장
제19장 이탈리아 시장
제20장 스페인 시장
제21장 동유럽 시장
제22장 러시아 시장
제23장 북미 시장
제24장 미국 시장
제25장 캐나다 시장
제26장 남미 시장
제27장 브라질 시장
제28장 중동 시장
제29장 아프리카 시장
제30장 경쟁 구도 및 기업 프로파일
- 시맨틱 지식 그래프 시장 : 경쟁 구도
- 시맨틱 지식 그래프 시장 : 기업 프로파일
- Amazon.com Inc. 개요, 제품 및 서비스, 전략 및 재무 분석
- Google LLC 개요, 제품 및 서비스, 전략 및 재무 분석
- Microsoft Corporation 개요, 제품 및 서비스, 전략 및 재무 분석
- Facebook Inc. 개요, 제품 및 서비스, 전략 및 재무 분석
- The International Business Machines Corporation 개요, 제품 및 서비스, 전략 및 재무 분석
제31장 기타 주요 기업 및 혁신 기업
- 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
제32장 세계 시장 경쟁 벤치마킹 및 대시보드
제33장 주요 인수합병(M&A)
제34장 최근 시장 동향
제35장 시장의 잠재력이 높은 국가, 부문 및 전략
- 시맨틱 지식 그래프 시장 : 새로운 기회를 제공하는 국가(2029년)
- 시맨틱 지식 그래프 시장 : 새로운 기회를 제공하는 부문(2029년)
- 시맨틱 지식 그래프 시장 : 성장 전략(2029년)
제36장 부록
AJY
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
