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세계의 지식 그래프 시장 보고서(2025년)
Knowledge Graph Global Market Report 2025
상품코드 : 1730921
리서치사 : The Business Research Company
발행일 : On Demand Report
페이지 정보 : 영문 175 Pages
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한글목차

세계의 지식 그래프 시장 규모는 향후 몇 년간 기하급수적으로 성장할 것으로 예상됩니다. 2024년 13억 1,000만 달러에서 2025년 16억 2,000만 달러로 연평균 성장률(CAGR) 23.2%로 성장할 것으로 예상됩니다. 이 기간에 예상되는 주요 동향으로는 대규모 언어 모델(LLM)과의 통합, 자동 지식 추출, AI의 발전, 실시간 지식 업데이트, 그리고 설명 가능한 AI에 대한 수요 증가 등이 있습니다.

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

지식 그래프 시장의 기업들은 인공지능을 통합하는 기술 발전에 집중하고 있습니다. 예를 들어, 지식 그래프와 데이터 레이크하우스 기술을 통합하여 다양한 유형의 데이터를 결합하여 데이터 처리, 확장성 및 인사이트를 향상시킵니다. 데이터 레이크하우스 기술은 데이터 레이크의 대용량 저장 용량과 데이터 웨어하우스의 조직 구조를 결합하여 기업이 모든 유형의 데이터를 단일 플랫폼에서 저장, 관리 및 분석할 수 있도록 합니다. 예를 들어, 2023년 3월, 미국 소프트웨어 회사인 코바이(Kobai Inc.)는 확장성과 효율성을 향상시키기 위해 데이터 레이크하우스 아키텍처를 사용하도록 설계된 최초의 지식 그래프인 코바이 새턴(Kobai Saturn)을 출시했습니다. 코바이 새턴은 모든 데이터 사용 사례를 단일 시맨틱 계층으로 통합하여 접근성과 의사 결정을 향상시킵니다. 구조화된 지식 그래프와 데이터 레이크하우스의 유연성을 통합함으로써 이 혁신은 데이터 처리를 향상시키고 더욱 심층적인 인사이트를 제공합니다.

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향과 전략

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

제5장 세계의 성장 분석과 전략 분석 프레임워크

제6장 시장 세분화

제7장 지역별/국가별 분석

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 프로파일

제31장 기타 주요 기업 및 혁신 기업

제32장 세계 시장 경쟁 벤치마킹과 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장의 잠재력이 높은 국가, 전략

제36장 부록

JHS
영문 목차

영문목차

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Reasons to Purchase

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

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

The 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.

Scope

Table of Contents

1. Executive Summary

2. Knowledge Graph Market Characteristics

3. Knowledge Graph Market Trends And Strategies

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

5. Global Knowledge Graph Growth Analysis And Strategic Analysis Framework

6. Knowledge Graph Market Segmentation

7. Knowledge Graph Market Regional And Country Analysis

8. Asia-Pacific Knowledge Graph Market

9. China Knowledge Graph Market

10. India Knowledge Graph Market

11. Japan Knowledge Graph Market

12. Australia Knowledge Graph Market

13. Indonesia Knowledge Graph Market

14. South Korea Knowledge Graph Market

15. Western Europe Knowledge Graph Market

16. UK Knowledge Graph Market

17. Germany Knowledge Graph Market

18. France Knowledge Graph Market

19. Italy Knowledge Graph Market

20. Spain Knowledge Graph Market

21. Eastern Europe Knowledge Graph Market

22. Russia Knowledge Graph Market

23. North America Knowledge Graph Market

24. USA Knowledge Graph Market

25. Canada Knowledge Graph Market

26. South America Knowledge Graph Market

27. Brazil Knowledge Graph Market

28. Middle East Knowledge Graph Market

29. Africa Knowledge Graph Market

30. Knowledge Graph Market Competitive Landscape And Company Profiles

31. Knowledge Graph Market Other Major And Innovative Companies

32. Global Knowledge Graph Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Knowledge Graph Market

34. Recent Developments In The Knowledge Graph Market

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

36. Appendix

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