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セマンティックナレッジグラフの市場規模、シェア、動向分析レポート：データソース別、ナレッジグラフタイプ別、タスクタイプ別、用途別、組織規模別、業界別、地域別、セグメント予測、2023年～2030年

Semantic Knowledge Graphing Market Size, Share & Trends Analysis Report By Data Source, By Knowledge Graph Type, By Task Type, By Application, By Organization Size, By Industry Vertical, By Region, And Segment Forecasts, 2023 - 2030
出版日: | 発行: Grand View Research | ページ情報: 英文 100 Pages | 納期: 2～10営業日

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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=156.76円
セマンティックナレッジグラフの市場規模、シェア、動向分析レポート：データソース別、ナレッジグラフタイプ別、タスクタイプ別、用途別、組織規模別、業界別、地域別、セグメント予測、2023年～2030年
出版日: 2023年06月02日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

セマンティックナレッジグラフ市場の成長と動向

GrandView Research, Inc.の最新レポートによると、世界のセマンティックナレッジグラフィ市場規模は、2023年から2030年にかけて14.2%の複合年間成長率（CAGR）で拡大し、2030年には36億6,000万米ドルに達すると予測されています。

近年、大量のデータの整理と分析におけるセマンティック技術の価値を認識する組織が増えるにつれ、市場は着実に成長しています。セマンティックナレッジグラフは、検索エンジン、推薦システム、自然言語処理など、様々な用途で利用されています。

市場の主要動向は、グラフデータベース技術の採用が増加していることです。グラフ・データベースは、大規模で複雑、かつ相互接続されたデータセットの表現とクエリに適しており、セマンティックナレッジグラフの構築に理想的な選択肢となっています。さらに、人工知能や機械学習用途で使用される知識グラフへの関心が高まっており、世界市場の拡大が見込まれています。ナレッジグラフの構造化データを活用することで、AIやMLシステムはより正確な予測や推奨を行うことができます。

ヘルスケアや金融など、特定の業界ではナレッジグラフの活用に注目が集まっています。これらの領域では、ナレッジグラフは複数のソースからの大量の複雑なデータを統合・分析するのに役立ち、意思決定を改善し、イノベーションを促進します。さらに、市場では相互運用性と標準化の動向も見られます。現在、RDF（Resource Description Framework）やOWL（Web Ontology Language）など、広く使われているナレッジグラフの標準規格がいくつかあり、異なる用途やシステム間でデータを共有・再利用できるようになっています。

2022年のセマンティックナレッジグラフ市場は北米が支配的で、多くの企業や新興企業がこの技術の革新的な用途を開発しています。これは、シリコンバレーやシアトルといった主要な技術拠点が存在し、ベンチャーキャピタルからの資金調達が可能であることも一因となっています。アジア太平洋は、市場が急成長している地域です。中国、日本、韓国などの国々がAIやビッグデータ技術に大規模な投資を行っており、この地域におけるナレッジグラフの採用を後押ししています。また、eコマースやソーシャルメディアなどの分野でもナレッジグラフへの関心が高まっています。

セマンティックナレッジグラフ市場レポートハイライト

  • 市場成長の原動力は、技術的進歩、顧客の期待の変化、規制別圧力の組み合わせです。セマンティック・ナレッジグラフは、データ管理と分析により洗練されたアプローチを提供することで、今日のデータ主導型経済において企業が時代の先端を走り、競争優位性を獲得するのに役立っています。
  • 構造化データソース分野は、オープンスタンダードの採用、機械学習やAIとの統合、グラフデータベースの成長により、2023年から2030年までのCAGRが15.6%と最も速く成長すると予測されます。
  • 用途別の情報検索セグメントは、2023年から2030年にかけてCAGR 15.1％で成長すると予測されます。これは、より洗練された検索機能に対する需要の高まりと、企業が大量のデータから洞察を引き出す必要性別。
  • アジア太平洋地域は、2023年から2030年にかけて最も速いCAGR 16.4％で成長すると予測されます。この地域は、特に中国やインドなどの国々でセマンティックナレッジグラフへの関心が高まっているため、予測期間中に収益シェアが大きく伸びると見られます。

目次

第1章 調査手法と範囲

  • 調査手法
  • 調査範囲と前提条件
  • データソースのリスト

第2章 エグゼクティブサマリー

第3章 業界の展望

  • 市場の定義
    • 市場セグメンテーションと範囲
  • セマンティックナレッジグラフ市場の成長見通し
  • セマンティックナレッジグラフ-バリューチェーン分析
  • セマンティックナレッジの市場力学のグラフ化
    • 市場促進要因分析
    • 市場抑制要因分析
    • 市場機会分析
  • 業界分析- ポーターの分析
  • 普及と成長の見通しマッピング、2030年
  • セマンティックナレッジグラフ-PEST分析

第4章 セマンティックナレッジグラフ市場：データソースの推定・動向分析

  • 構造化
  • 非構造化
  • 半構造化

第5章 セマンティックナレッジグラフ市場：ナレッジグラフタイプの推定・動向分析

  • コンテキスト豊富なナレッジグラフ
  • 外部センシングナレッジグラフ
  • NLPナレッジグラフ

第6章 セマンティックナレッジグラフ市場：タスクタイプの推定・動向分析

  • リンク予測
  • エンティティの解決
  • リンクベースのクラスタリング

第7章 セマンティックナレッジグラフ市場：用途の推定・動向分析

  • セマンティック検索
  • QnAマシン
  • 情報検索
  • 電子読書
  • その他

第8章 セマンティックナレッジグラフ市場：組織規模の推定・動向分析

  • 中小企業
  • 大規模組織

第9章 セマンティックナレッジグラフ市場：業界の推定・動向分析

  • BFSI
  • ヘルスケア
  • IT＆テレコム
  • 小売とeコマース
  • 政府
  • その他

第10章 セマンティックナレッジグラフ市場：地域推定・動向分析

  • 北米
    • データソース別市場、2017～2030年
    • ナレッジグラフタイプ別市場、2017～2030年
    • タスクタイプ別市場、2017年から2030年
    • 用途別市場、2017～2030年
    • 組織規模別市場、2017～2030年
    • 業種別市場、2017年～2030年
    • 米国
    • カナダ
  • 欧州
    • データソース別市場、2017～2030年
    • ナレッジグラフタイプ別市場、2017～2030年
    • タスクタイプ別市場、2017年から2030年
    • 用途別市場、2017～2030年
    • 組織規模別市場、2017～2030年
    • 業種別市場、2017年～2030年
    • ドイツ
    • 英国
    • フランス
  • アジア太平洋地域
    • データソース別市場、2017～2030年
    • ナレッジグラフタイプ別市場、2017～2030年
    • タスクタイプ別市場、2017年から2030年
    • 用途別市場、2017～2030年
    • 組織規模別市場、2017～2030年
    • 業種別市場、2017年～2030年
    • 日本
    • 中国
    • インド
    • 韓国
    • オーストラリア
  • 南米
    • データソース別市場、2017～2030年
    • ナレッジグラフタイプ別市場、2017～2030年
    • タスクタイプ別市場、2017年から2030年
    • 用途別市場、2017～2030年
    • 組織規模別市場、2017～2030年
    • 業種別市場、2017年～2030年
    • ブラジル
    • メキシコ
  • 中東とアフリカ
    • データソース別市場、2017～2030年
    • ナレッジグラフタイプ別市場、2017～2030年
    • タスクタイプ別市場、2017年から2030年
    • 用途別市場、2017～2030年
    • 組織規模別市場、2017～2030年
    • 業種別市場、2017年～2030年
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ

第11章 競合情勢

  • Amazon.com Inc.
    • 会社概要
    • 製品のベンチマーク
    • 戦略的取り組み
  • Baidu, Inc.
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的取り組み
  • Facebook Inc
    • 会社概要
    • 製品のベンチマーク
  • Google LLC
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的取り組み
  • Microsoft Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的取り組み
  • Mitsubishi Electric Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的取り組み
  • NELL
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的取り組み
  • Semantic Web Company
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的取り組み
  • YAGO
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的取り組み
  • Yandex
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
図表

List of Tables

  • TABLE 1 Semantic Knowledge Graph- Industry snapshot & critical success factor, 2017 - 2030
  • TABLE 2 Global Semantic Knowledge Graphs market, 2017 - 2030 (USD million)
  • TABLE 3 Global Semantic Knowledge Graphs market estimates and forecasts, by data source, 2017 - 2030 (USD million)
  • TABLE 4 Global Semantic Knowledge Graphs market estimates and forecasts, by knowledge graph type, 2017 - 2030 (USD million)
  • TABLE 5 Global Semantic Knowledge Graphs market estimates and forecasts, by task type, 2017 - 2030 (USD million)
  • TABLE 6 Global Semantic Knowledge Graphs market estimates and forecasts, by application, 2017 - 2030 (USD million)
  • TABLE 7 Global Semantic Knowledge Graphs market estimates and forecasts, by organization size, 2017 - 2030 (USD million)
  • TABLE 8 Global Semantic Knowledge Graphs market estimates and forecasts, by industry vertical, 2017 - 2030 (USD million)
  • TABLE 9 Global Semantic Knowledge Graphs market estimates and forecasts by region, 2017 - 2030 (USD million)
  • TABLE 10 Structured market by region, 2017 - 2030 (USD Million)
  • TABLE 11 Unstructured market by region, 2017 - 2030 (USD Million)
  • TABLE 12 Semi-structured market by region, 2017 - 2030 (USD Million)
  • TABLE 13 Context-rich knowledge graphs market by region, 2017 - 2030 (USD Million)
  • TABLE 14 External-sensing knowledge graphs market by region, 2017 - 2030 (USD Million)
  • TABLE 15 NLP knowledge graphs market by region, 2017 - 2030 (USD Million)
  • TABLE 16 Link prediction market by region, 2017 - 2030 (USD Million)
  • TABLE 17 Entity Resolution market by region, 2017 - 2030 (USD Million)
  • TABLE 18 Link-based Clustering market by region, 2017 - 2030 (USD Million)
  • TABLE 19 Semantic Search market by region, 2017 - 2030 (USD Million)
  • TABLE 20 QnA machines market by region, 2017 - 2030 (USD Million)
  • TABLE 21 Information Retrieval market by region, 2017 - 2030 (USD Million)
  • TABLE 22 Electronic Reading market by region, 2017 - 2030 (USD Million)
  • TABLE 23 SMEs market by region, 2017 - 2030 (USD Million)
  • TABLE 24 Large Organizations market by region, 2017 - 2030 (USD Million)
  • TABLE 25 BFSI market by region, 2017 - 2030 (USD Million)
  • TABLE 26 Healthcare market by region, 2017 - 2030 (USD Million)
  • TABLE 27 IT & Telecom market by region, 2017 - 2030 (USD Million)
  • TABLE 28 Retail & E-commerce market by region, 2017 - 2030 (USD Million)
  • TABLE 29 Government market by region, 2017 - 2030 (USD Million)
  • TABLE 30 Others market by region, 2017 - 2030 (USD Million)
  • TABLE 31 North America Semantic Knowledge Graphs market, 2017 - 2030 (USD Million)
  • TABLE 32 U.S. Semantic Knowledge Graphs market, 2017 - 2030 (USD Million)
  • TABLE 33 Canada Semantic Knowledge Graphs market, 2017 - 2030 (USD Million)
  • TABLE 34 Europe Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 35 Germany Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 36 UK Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 37 France Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 38 Asia Pacific Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 39 Japan Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 40 China Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 41 India Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 42 South America Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 43 Mexico Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)
  • TABLE 44 MEA Semantic Knowledge Graphs market by standard, 2017 - 2030 (USD Million)

List of Figures

  • FIG. 1 Semantic Knowledge Graphs Market Chipset Type Movement Analysis, 2022 & 2030 (USD Million)
  • FIG. 2 Semantic Knowledge Graphs Market Knowledge Graph Type Analysis 2022 & 2030
  • FIG. 3 Semantic Knowledge Graphs Market Data Source Analysis
  • FIG. 4 Semantic Knowledge Graphs Market Task Type Analysis 2022 & 2030
  • FIG. 5 Semantic Knowledge Graphs Market Application Analysis 2022 & 2030
  • FIG. 6 Semantic Knowledge Graphs Market Organization Size Analysis 2022 & 2030
  • FIG. 7 Semantic Knowledge Graphs Market Industry Vertical Analysis 2022 & 2030
  • FIG. 8 Regional outlook, 2022 & 2030 (USD Million)
  • FIG. 9 Market segmentation & scope
  • FIG. 10 Semantic Knowledge Graphs market size and growth prospects (Revenue in USD Million) 2022-2030
  • FIG. 11 Semantic Knowledge Graphs- Value chain analysis
  • FIG. 12 Semantic Knowledge Graphs - Market dynamics
  • FIG. 13 Porter's five forces analysis
  • FIG. 14 Penetration & growth prospect mapping, 2030
  • FIG. 15 Semantic Knowledge Graphs - PEST analysis
  • FIG. 16 Regional marketplace: Key takeaways
目次
Product Code: GVR-4-68040-081-1

Semantic Knowledge Graphing Market Growth & Trends

The global semantic knowledge graphing market size is expected to reach USD 3.66 billion by 2030, expanding at a compounded annual growth rate (CAGR) of 14.2% from 2023 to 2030, according to a new report by Grand View Research, Inc. The market has grown steadily in recent years as more organizations recognize the value of semantic technologies in organizing and analyzing large amounts of data. Semantic knowledge graphs are used in a variety of applications, including search engines, recommendation systems, and natural language processing.

The key trend in the market is the increasing adoption of graph database technologies. Graph databases are well-suited to representing and querying large, complex, and interconnected data sets, making them an ideal choice for building semantic knowledge graphs. Furthermore, the growing interest in knowledge graphs for use in artificial intelligence and machine learning applications is anticipated to increase the global market. By leveraging the structured data in a knowledge graph, AI and ML systems can make more accurate predictions and recommendations.

There is a growing focus on using knowledge graphs in specific industries, such as healthcare and finance. In these domains, knowledge graphs can help to integrate and analyze large amounts of complex data from multiple sources, improving decision-making and driving innovation. Moreover, there is also a trend toward interoperability and standardization in the market. There are now several widely used knowledge graph standards, such as the Resource Description Framework (RDF) and the Web Ontology Language (OWL), which enable data to be shared and reused across different applications and systems.

North America dominates the market for semantic knowledge graphs in 2022, with many companies and startups developing innovative applications of the technology. This is partly due to the presence of major technology hubs such as Silicon Valley and Seattle and the availability of venture capital funding. Asia Pacific is a region that is experiencing rapid growth in the market. Countries such as China, Japan, and South Korea have made significant investments in AI and big data technologies, driving the adoption of knowledge graphs in the region. Additionally, there is a growing interest in knowledge graphs for use in areas such as e-commerce and social media.

Semantic Knowledge Graphing Market Report Highlights

  • The market growth is driven by a combination of technological advancements, changing customer expectations, and regulatory pressures. By providing a more sophisticated approach to data management and analysis, semantic knowledge graphs are helping businesses stay ahead of the curve and gain a competitive edge in today's data-driven economy
  • The structured data source segment is projected to grow with the fastest CAGR of 15.6% from 2023 to 2030, the adoption of open standards, integration with machine learning and AI, and the growth of graph databases
  • The Information Retrieval segment by application is expected to grow with a CAGR of 15.1% from 2023 to 2030, owing to the increasing demand for more sophisticated search functionality and the need for businesses to extract insights from large volumes of data
  • The Asia Pacific region is expected to grow with the fastest CAGR of 16.4% from 2023 to 2030. The regional market is likely to witness a significant gain in revenue share over the forecast period due to growing interest in semantic knowledge graphs, particularly in countries like China and India

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Research Methodology
  • 1.2 Research Scope & Assumptions
  • 1.3 List of Data Sources

Chapter 2 Executive Summary

  • 2.1 Semantic Knowledge Graph- Industry Snapshot & Key Buying Criteria, 2017 - 2030
  • 2.2 Industry Trends
    • 2.2.1 Data Source
    • 2.2.2 Knowledge Graph Type
    • 2.2.3 Task Type
    • 2.2.4 Application
    • 2.2.5 Organization Size
    • 2.2.6 Industry Verticals
    • 2.2.7 Region

Chapter 3 Industry Outlook

  • 3.1 Market Definition
    • 3.1.1 Market segmentation & scope
  • 3.2 Semantic Knowledge Graphing Market Growth Prospects
  • 3.3 Semantic Knowledge Graph- Value Chain Analysis
  • 3.4 Semantic Knowledge Graphing Market Dynamics
    • 3.4.1 Market driver analysis
    • 3.4.2 Market restraint analysis
    • 3.4.3 Market Opportunities analysis
  • 3.5 Industry Analysis - Porter's
  • 3.6 Penetration & Growth Prospect Mapping, 2030
  • 3.7 Semantic Knowledge Graph- PEST analysis

Chapter 4 Semantic Knowledge Graphing Market: Data Source Estimates & Trend Analysis

  • 4.1 Structured
    • 4.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 4.2 Unstructured
    • 4.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 4.3 Semi-structured
    • 4.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)

Chapter 5 Semantic Knowledge Graphing Market: Knowledge Graph Type Estimates & Trend Analysis

  • 5.1 Context-rich knowledge graphs
    • 5.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 5.2 External-sensing knowledge graphs
    • 5.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 5.3 NLP knowledge graphs
    • 5.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)

Chapter 6 Semantic Knowledge Graphing Market: Task Type Estimates & Trend Analysis

  • 6.1 Link prediction
    • 6.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 6.2 Entity Resolution
    • 6.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 6.3 Link-based Clustering
    • 6.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)

Chapter 7 Semantic Knowledge Graphing Market: Application Estimates & Trend Analysis

  • 7.1 Semantic Search
    • 7.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 7.2 QnA machines
    • 7.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 7.3 Information Retrieval
    • 7.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 7.4 Electronic Reading
    • 7.4.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 7.5 Others
    • 7.5.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)

Chapter 8 Semantic Knowledge Graphing Market: Organization Size Estimates & Trend Analysis

  • 8.1 SMEs
    • 8.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 8.2 Large Organizations
    • 8.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)

Chapter 9 Semantic Knowledge Graphing Market: Industry Verticals Estimates & Trend Analysis

  • 9.1 BFSI
    • 9.1.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 9.2 Healthcare
    • 9.2.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 9.3 IT & Telecom
    • 9.3.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 9.4 Retail & E-commerce
    • 9.4.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 9.5 Government
    • 9.5.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)
  • 9.6 Others
    • 9.6.1 Global market estimates and forecasts, 2017 - 2030 (USD Million)

Chapter 10 Semantic Knowledge Graphing Market: Regional Estimates & Trend Analysis

  • 10.1 North America
    • 10.1.1 North America Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
    • 10.1.2 North America Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
    • 10.1.3 North America Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
    • 10.1.4 North America Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
    • 10.1.5 North America Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
    • 10.1.6 North America Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.1.7 U.S.
      • 10.1.7.1 U.S. Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.1.7.2 U.S. Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.1.7.3 U.S. Semantic knowledge graphing market by task type, 2017-2030 (USD Million)
      • 10.1.7.4 U.S. Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.1.7.5 U.S. Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.1.7.6 U.S. Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.1.8 Canada
      • 10.1.8.1 Canada Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.1.8.2 Canada Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.1.8.3 Canada Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
      • 10.1.8.4 Canada Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.1.8.5 Canada Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.1.8.5 Canada Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
  • 10.2 Europe
    • 10.2.1 Europe Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
    • 10.2.2 Europe Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
    • 10.2.3 Europe Semantic knowledge graphing market by task type , 2017 - 2030 (USD Million)
    • 10.2.4 Europe Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
    • 10.1.5 Europe Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
    • 10.1.6 Europe Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.2.7 Germany
      • 10.2.7.1 Germany Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.2.7.2 Germany Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.2.7.3 Germany Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
      • 10.2.7.4 Germany Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.2.7.5 Germany Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.2.7.6 Germany Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.2.8 UK
      • 10.2.8.1 UK Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.2.8.2 UK Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.2.8.3 UK Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
      • 10.2.8.4 UK Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.2.8.5 UK Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.2.8.6 UK Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.2.9 FRANCE
      • 10.2.9.1 FRANCE Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.2.9.2 FRANCE Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.2.9.3 FRANCE Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
      • 10.2.9.4 FRANCE Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.2.9.5 France Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.2.9.6 France Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
  • 10.3 Asia Pacific
    • 10.3.1 Asia Pacific Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
    • 10.3.2 Asia Pacific Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
    • 10.3.3 Asia Pacific Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
    • 10.3.4 Asia Pacific Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
    • 10.1.5 Asia Pacific Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
    • 10.1.6 Asia Pacific Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.3.7 Japan
      • 10.3.7.1 Japan Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.3.7.2 Japan Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.3.7.3 Japan Semantic knowledge graphing market by task type, 2017-2030 (USD Million)
      • 10.3.7.4 Japan Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.3.7.5 Japan Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.3.7.6 Japan Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.3.8 China
      • 10.3.8.1 China Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.3.8.2 China Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.3.8.3 China Semantic knowledge graphing market by task type, 2017-2030 (USD Million)
      • 10.3.8.4 China Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.3.8.5 China Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.3.8.6 China Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.3.9 India
      • 10.3.9.1 India Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.3.9.2 India Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.3.9.3 India Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
      • 10.3.9.4 India Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.3.9.5 India Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.3.9.6 India Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.3.10 South Korea
      • 10.3.10.1 South Korea Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.3.10.2 South Korea Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.3.10.3 South Korea Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
      • 10.3.10.4 South Korea Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.3.10.5 South Korea Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.3.10.6 South Korea Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.3.11 Australia
      • 10.3.11.1 Australia Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
      • 10.3.11.2 Australia Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.3.11.3 Australia Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
      • 10.3.11.4 Australia Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
      • 10.3.11.5 Australia Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
      • 10.3.11.6 Australia Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
  • 10.4 South America
    • 10.4.1 South America Semantic knowledge graphing market by data source, 2017 - 2030 (USD Million)
    • 10.4.2 South America Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
    • 10.4.3 South America Semantic knowledge graphing market by task type, 2017 - 2030 (USD Million)
    • 10.4.4 South America Semantic knowledge graphing market by application, 2017 - 2030 (USD Million)
    • 10.1.5 South America Semantic knowledge graphing market by organization size, 2017 - 2030 (USD Million)
    • 10.1.6 South America Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.4.7 Brazil
      • 10.4.7.1 Brazil Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
      • 10.4.7.2 Brazi Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
      • 10.4.7.3 Brazi Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
      • 10.4.7.4 Brazil Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
      • 10.4.7.5 Brazil Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
      • 10.4.7.6 Brazil Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.4.8 Mexico
      • 10.4.8.1 Mexico Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
      • 10.4.8.2 Mexico Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.4.8.3 Mexico Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
      • 10.4.8.4 Mexico Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
      • 10.4.8.5 Mexico Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
      • 10.4.8.6 Mexico Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
  • 10.5 Middle East & Africa
    • 10.5.1 MEA Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
    • 10.5.2 MEA Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
    • 10.5.3 MEA Semantic knowledge graphing market by task type , 2017 - 2030 (USD Million)
    • 10.5.4 MEA Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
    • 10.1.5 MEA Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
    • 10.1.6 MEA Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.4.7 KSA
      • 10.4.7.1 KSA Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
      • 10.4.7.2 KSA Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
      • 10.4.7.3 KSA Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
      • 10.4.7.4 KSA Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
      • 10.4.7.5 KSA Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
      • 10.4.7.6 KSA Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.4.8 UAE
      • 10.4.8.1 UAE Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
      • 10.4.8.2 UAE Semantic knowledge graphing market by knowledge graph type , 2017 - 2030 (USD Million)
      • 10.4.8.3 UAE Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
      • 10.4.8.4 UAE Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
      • 10.4.8.5 UAE Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
      • 10.4.8.6 UAE Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)
    • 10.4.9 South Africa
      • 10.4.9.1 South Africa Semantic knowledge graphing market by data source , 2017 - 2030 (USD Million)
      • 10.4.9.2 South Africa Semantic knowledge graphing market by knowledge graph type, 2017 - 2030 (USD Million)
      • 10.4.9.3 South Africa Semantic knowledge graphing market by emd user , 2017 - 2030 (USD Million)
      • 10.4.9.4 South Africa Semantic knowledge graphing market by application , 2017 - 2030 (USD Million)
      • 10.4.9.5 South Africa Semantic knowledge graphing market by organization size , 2017 - 2030 (USD Million)
      • 10.4.9.6 South Africa Semantic knowledge graphing market by Industry verticals, 2017 - 2030 (USD Million)

Chapter 11 Competitive Landscape

  • 11.1 Amazon.com Inc.
    • 11.1.1 Company Overview
    • 11.1.2 Product Benchmarking
    • 11.1.3 Strategic Initiatives
  • 11.2 Baidu, Inc.
    • 11.2.1 Company Overview
    • 11.2.2 Financial Performance
    • 11.2.3 Product Benchmarking
    • 11.2.4 Strategic Initiatives
  • 11.3 Facebook Inc
    • 11.3.1 Company Overview
    • 11.3.2 Product Benchmarking
  • 11.4 Google LLC
    • 11.4.1 Company Overview
    • 11.4.2 Financial Performance
    • 11.4.3 Product Benchmarking
    • 11.4.4 Strategic Initiatives
  • 11.5 Microsoft Corporation
    • 11.5.1 Company Overview
    • 11.5.2 Financial Performance
    • 11.5.3 Product Benchmarking
    • 11.5.4 Strategic Initiatives
  • 11.6 Mitsubishi Electric Corporation
    • 11.6.1 Company Overview
    • 11.6.2 Financial Performance
    • 11.6.3 Product Benchmarking
    • 11.6.4 Strategic Initiatives
  • 11.7 NELL
    • 11.7.1 Company Overview
    • 11.7.2 Financial Performance
    • 11.7.3 Product Benchmarking
    • 11.7.4 Strategic Initiatives
  • 11.8 Semantic Web Company
    • 11.8.1 Company Overview
    • 11.8.2 Financial Performance
    • 11.8.3 Product Benchmarking
    • 11.8.4 Strategic Initiatives
  • 11.9 YAGO
    • 11.9.1 Company Overview
    • 11.9.2 Financial Performance
    • 11.9.3 Product Benchmarking
    • 11.9.4 Strategic Initiatives
  • 11.10 Yandex
    • 11.10.1 Company Overview
    • 11.10.2 Financial Performance
    • 11.10.3 Product Benchmarking