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意味的知識グラフの世界市場

Semantic Knowledge Graphing

出版日
ページ情報
英文 215 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.26円
意味的知識グラフの世界市場
出版日: 2025年08月05日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 215 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

意味的知識グラフの世界市場は2030年までに39億米ドルに達する

2024年に18億米ドルと推定される意味的知識グラフの世界市場は、2024年から2030年にかけてCAGR 13.4%で成長し、2030年には39億米ドルに達すると予測されます。本レポートで分析したセグメントの1つである構造化セグメントは、CAGR 12.1％を記録し、分析期間終了時には21億米ドルに達すると予測されます。非構造化セグメントの成長率は、分析期間でCAGR 14.6％と推定されます。

米国市場は4億8,490万米ドルと推定、中国はCAGR12.6％で成長予測

米国の意味的知識グラフ市場は、2024年には4億8,490万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024-2030年のCAGRを12.6%として、2030年までに6億1,090万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ12.1%と11.6%と予測されています。欧州では、ドイツがCAGR約9.9%で成長すると予測されています。

世界の意味的知識グラフ市場- 主要動向と促進要因のまとめ

なぜ意味的知識グラフがデータインテリジェンスを変革するのか？

意味的知識グラフは、概念、エンティティ、データポイント間の複雑な関係を機械が理解できるようにすることで、データインテリジェンスに革命を起こしています。構造化されたテーブルに情報を格納する従来のデータベースとは異なり、セマンティックナレッジグラフはデータ要素間の相互リンクされた文脈的な関係を作成し、より深い洞察とより正確な予測を可能にします。企業が膨大な量の非構造化データを生成する中、意味的知識グラフは検索機能、レコメンデーションシステム、不正検知の向上に不可欠なものとなっています。金融、ヘルスケア、eコマースなどの企業では、このテクノロジーを活用して意思決定を強化し、知識発見の自動化を図っています。人工知能（AI）と機械学習（ML）が企業のデータ戦略で中心的な役割を果たす中、セマンティック・ナレッジグラフの需要は急速に高まっています。

どのような技術革新がセマンティック・ナレッジグラフの採用を促進しているのか？

自然言語処理（NLP）、AIを活用したデータ分析、知識表現の進歩により、セマンティック・グラフ・システムの機能が強化されています。AI主導のエンティティ認識と関係抽出ツールは、自動化されたナレッジグラフ構築の精度を向上させ、組織が構造化されていないデータを効果的に構造化することを可能にしています。グラフ・ニューラル・ネットワーク（GNN）の統合により、よりインテリジェントなデータ連携が可能になり、企業がより多くの情報に基づいた意思決定を行えるようになっています。クラウドベースのナレッジグラフ・プラットフォームは、スケーラブルでリアルタイムのナレッジ・ディスカバリー・ソリューションを提供し、組織によるセマンティック検索、文脈に沿ったレコメンデーション、自動推論の実装を容易にしています。さらに、ブロックチェーン技術は、業界を超えた安全なデータ共有のために、分散型で不変のナレッジグラフを作成するために研究されています。

どの業界が意味的知識グラフの導入をリードしていますか？

金融業界は意味的知識グラフを最も多く採用している業界の1つであり、不正検知、リスク評価、規制遵守に活用しています。ヘルスケア分野では、ナレッジグラフを活用して、医学研究、創薬、臨床意思決定支援システムを改善しています。eコマース・プラットフォームは、セマンティック・グラフを活用して、商品推奨の強化、顧客体験の最適化、不正取引の防止を図っています。テクノロジー分野もまた、セマンティック知識グラフをAI搭載のバーチャルアシスタントやインテリジェント検索エンジンに統合しています。さらに、政府機関や法執行機関は、脅威インテリジェンス、サイバーセキュリティ、捜査分析にナレッジグラフを利用しています。

意味的知識グラフ市場の成長を促進している要因は？

意味的知識グラフ市場の成長を後押ししているのは、AIを活用したデータ分析の採用拡大、企業のナレッジマネジメントに対する需要の高まり、ビッグデータアプリケーションの拡大です。説明可能なAI（XAI）と解釈可能な機械学習モデルへのシフトは、AIの意思決定においてより優れた透明性と推論を可能にするため、ナレッジグラフの需要をさらに加速させています。リアルタイムでコンテキストを認識した洞察へのニーズの高まりとともに、業界全体でデジタルトランスフォーメーションへの取り組みが拡大していることが、市場の成長を後押ししています。企業がインテリジェントな自動化とデータ主導の戦略を優先し続ける中、意味的知識グラフ市場は大きく拡大する見通しです。

セグメント

データソース（構造化、非構造化、半構造化）、ナレッジグラフのタイプ（コンテキストリッチなナレッジグラフ、外部感知型ナレッジグラフ、NLPナレッジグラフ）、タスクのタイプ（リンク予測、エンティティ解決、リンクベースのクラスタリング）、アプリケーション（意味検索、QnAマシン、情報検索、電子リーディング、その他）

調査対象企業の例

  • Amazon Web Services（AWS）
  • ArangoDB
  • Baidu, Inc.
  • Bitnine
  • Cambridge Semantics
  • Diffbot
  • Fluree
  • Franz Inc.
  • Google LLC
  • GraphAware
  • GraphBase
  • IBM Corporation
  • MarkLogic Corporation
  • Memgraph
  • Metaphacts GmbH
  • Microsoft Corporation
  • Neo4j, Inc.
  • Onlim
  • Ontotext
  • OpenLink Software
  • Oracle Corporation
  • PoolParty（Semantic Web Company）
  • RelationalAI
  • SAP SE
  • Semantic Web Company
  • Smabbler
  • Stardog Union
  • TigerGraph
  • Wisecube
  • Yandex

AIインテグレーション

Global Industry Analystsは、有効な専門家コンテンツとAIツールによって、市場情報と競合情報を変革します。

Global Industry Analystsは、LLMや業界固有のSLMをクエリする一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中のドメイン専門家からキュレートされたコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP32897

Global Semantic Knowledge Graphing Market to Reach US$3.9 Billion by 2030

The global market for Semantic Knowledge Graphing estimated at US$1.8 Billion in the year 2024, is expected to reach US$3.9 Billion by 2030, growing at a CAGR of 13.4% over the analysis period 2024-2030. Structured, one of the segments analyzed in the report, is expected to record a 12.1% CAGR and reach US$2.1 Billion by the end of the analysis period. Growth in the Unstructured segment is estimated at 14.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$484.9 Million While China is Forecast to Grow at 12.6% CAGR

The Semantic Knowledge Graphing market in the U.S. is estimated at US$484.9 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$610.9 Million by the year 2030 trailing a CAGR of 12.6% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 12.1% and 11.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 9.9% CAGR.

Global Semantic Knowledge Graphing Market - Key Trends & Drivers Summarized

Why Is Semantic Knowledge Graphing Transforming Data Intelligence?

Semantic knowledge graphing is revolutionizing data intelligence by enabling machines to understand complex relationships between concepts, entities, and data points. Unlike traditional databases that store information in structured tables, semantic knowledge graphs create interlinked, contextual relationships between data elements, allowing for deeper insights and more accurate predictions. As enterprises generate vast amounts of unstructured data, semantic knowledge graphing is becoming essential for improving search capabilities, recommendation systems, and fraud detection. Businesses in finance, healthcare, and e-commerce are leveraging this technology to enhance decision-making and automate knowledge discovery. With artificial intelligence (AI) and machine learning (ML) playing a central role in enterprise data strategies, the demand for semantic knowledge graphs is rapidly increasing.

What Technological Innovations Are Driving The Adoption Of Semantic Knowledge Graphs?

Advancements in natural language processing (NLP), AI-powered data analytics, and knowledge representation are enhancing the capabilities of semantic graphing systems. AI-driven entity recognition and relationship extraction tools are improving the accuracy of automated knowledge graph construction, allowing organizations to structure unstructured data effectively. The integration of graph neural networks (GNNs) is enabling more intelligent data linkages, helping businesses make more informed decisions. Cloud-based knowledge graph platforms are providing scalable and real-time knowledge discovery solutions, making it easier for organizations to implement semantic search, contextual recommendations, and automated reasoning. Additionally, blockchain technology is being explored to create decentralized and immutable knowledge graphs for secure data sharing across industries.

Which Industries Are Leading The Adoption Of Semantic Knowledge Graphing?

The finance industry is one of the largest adopters of semantic knowledge graphing, using it for fraud detection, risk assessment, and regulatory compliance. The healthcare sector is leveraging knowledge graphs to improve medical research, drug discovery, and clinical decision support systems. E-commerce platforms are utilizing semantic graphing to enhance product recommendations, optimize customer experiences, and prevent fraudulent transactions. The technology sector is also integrating semantic knowledge graphs into AI-powered virtual assistants and intelligent search engines. Additionally, government agencies and law enforcement bodies are using knowledge graphs for threat intelligence, cybersecurity, and investigative analysis.

What Factors Are Fueling The Growth Of The Semantic Knowledge Graphing Market?

The growth of the semantic knowledge graphing market is driven by the increasing adoption of AI-driven data analytics, rising demand for enterprise knowledge management, and the expansion of big data applications. The shift toward explainable AI (XAI) and interpretable machine learning models is further accelerating demand for knowledge graphs, as they enable better transparency and reasoning in AI decision-making. The expansion of digital transformation initiatives across industries, along with the growing need for real-time and context-aware insights, is propelling market growth. As organizations continue to prioritize intelligent automation and data-driven strategies, the semantic knowledge graphing market is set for significant expansion.

SCOPE OF STUDY:

The report analyzes the Semantic Knowledge Graphing market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Data Source (Structured, Unstructured, Semi-structured); Knowledge Graph Type (Context-rich Knowledge Graphs, External-sensing Knowledge Graphs, NLP Knowledge Graphs); Task Type (Link Prediction, Entity Resolution, Link-based Clustering); Application (Semantic Search, QnA Machines, Information Retrieval, Electronic Reading, Others)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 47 Featured) -

  • Amazon Web Services (AWS)
  • ArangoDB
  • Baidu, Inc.
  • Bitnine
  • Cambridge Semantics
  • Diffbot
  • Fluree
  • Franz Inc.
  • Google LLC
  • GraphAware
  • GraphBase
  • IBM Corporation
  • MarkLogic Corporation
  • Memgraph
  • Metaphacts GmbH
  • Microsoft Corporation
  • Neo4j, Inc.
  • Onlim
  • Ontotext
  • OpenLink Software
  • Oracle Corporation
  • PoolParty (Semantic Web Company)
  • RelationalAI
  • SAP SE
  • Semantic Web Company
  • Smabbler
  • Stardog Union
  • TigerGraph
  • Wisecube
  • Yandex

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Semantic Knowledge Graphing - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Increasing Demand for Data-Driven Decision Making Drives Growth in Semantic Knowledge Graphing Solutions
    • The Surge in Big Data Analytics Expands Market Opportunity for Semantic Knowledge Graphing Technologies
    • Growth of Artificial Intelligence (AI) and Machine Learning Applications Strengthens the Business Case for Semantic Knowledge Graphs
    • Increasing Need for Real-Time Data Integration and Analysis Expands the Addressable Market for Semantic Knowledge Graphing Tools
    • The Rise of Natural Language Processing (NLP) Applications Drives Adoption of Semantic Knowledge Graphing in Text Analysis
    • Growing Complexity of Data Ecosystems and Knowledge Management Strategies Accelerates Demand for Knowledge Graphing Solutions
    • Expansion of Semantic Web Technologies and Linked Data Propels Growth in Semantic Knowledge Graphing Solutions
    • The Growing Focus on Personalization and Customer Experience Drives Adoption of Knowledge Graphs in Marketing and Sales
    • Advancements in Cloud Computing and SaaS Models Strengthen the Adoption of Semantic Knowledge Graphing Tools for Scalable Data Integration
    • Surge in Cross-Industry Data Sharing and Collaboration Creates Opportunities for Interoperable Semantic Knowledge Graphs
    • Regulatory Compliance, Such as GDPR, Drives Demand for Semantic Knowledge Graphs in Data Privacy and Governance
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Semantic Knowledge Graphing Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Semantic Knowledge Graphing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Structured by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Structured by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Unstructured by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Unstructured by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Semi-structured by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Semi-structured by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Semantic Search by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Semantic Search by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for QnA Machines by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for QnA Machines by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Information Retrieval by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Information Retrieval by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Electronic Reading by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Electronic Reading by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Others by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Others by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Context-rich Knowledge Graphs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Context-rich Knowledge Graphs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for External-sensing Knowledge Graphs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for External-sensing Knowledge Graphs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for NLP Knowledge Graphs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for NLP Knowledge Graphs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Link Prediction by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Link Prediction by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Entity Resolution by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Entity Resolution by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Link-based Clustering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Link-based Clustering by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • CANADA
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • JAPAN
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • CHINA
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 56: China Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • EUROPE
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Semantic Knowledge Graphing by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Europe 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • FRANCE
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 74: France Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 80: France Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • GERMANY
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Germany 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Germany 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • ITALY
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Italy 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Italy 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • UNITED KINGDOM
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 98: UK Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: UK 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 104: UK Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Semantic Knowledge Graphing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Data Source - Structured, Unstructured and Semi-structured - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of World 6-Year Perspective for Semantic Knowledge Graphing by Data Source - Percentage Breakdown of Value Sales for Structured, Unstructured and Semi-structured for the Years 2025 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Application - Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Semantic Knowledge Graphing by Application - Percentage Breakdown of Value Sales for Semantic Search, QnA Machines, Information Retrieval, Electronic Reading and Others for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Knowledge Graph Type - Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Semantic Knowledge Graphing by Knowledge Graph Type - Percentage Breakdown of Value Sales for Context-rich Knowledge Graphs, External-sensing Knowledge Graphs and NLP Knowledge Graphs for the Years 2025 & 2030
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Semantic Knowledge Graphing by Task Type - Link Prediction, Entity Resolution and Link-based Clustering - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of World 6-Year Perspective for Semantic Knowledge Graphing by Task Type - Percentage Breakdown of Value Sales for Link Prediction, Entity Resolution and Link-based Clustering for the Years 2025 & 2030

IV. COMPETITION