サンプル依頼リスト カート
  • English
  • Korean
  • Traditional Chinese
  • Simplified Chinese
デフォルト表紙
市場調査レポート
商品コード
1415445

ナレッジグラフ市場：オファリング別、タイプ別、モデルタイプ別、データソース別、用途別、業界別-2024年～2030年の世界予測

Knowledge Graph Market by Offering (Services, Solutions), Type (Context-rich Knowledge Graphs, External-sensing Knowledge Graphs, NLP Knowledge Graphs), Model Type, Data Source, Application, Vertical - Global Forecast 2024-2030
出版日: | 発行: 360iResearch | ページ情報: 英文 182 Pages | 納期: 即日から翌営業日

● お客様のご希望に応じて、既存データの加工や未掲載情報（例：国別セグメント）の追加などの対応が可能です。　 詳細はお問い合わせください。

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
ナレッジグラフ市場：オファリング別、タイプ別、モデルタイプ別、データソース別、用途別、業界別-2024年～2030年の世界予測
出版日: 2024年01月15日
発行: 360iResearch
ページ情報: 英文 182 Pages
納期: 即日から翌営業日
ご注意事項 :
本レポートは最新情報反映のため適宜更新し、内容構成変更を行う場合があります。ご検討の際はお問い合わせください。
  • 全表示
  • 概要
  • 図表
  • 目次
概要

ナレッジグラフ市場規模は2023年に10億5,000万米ドルと推定され、2024年には12億4,000万米ドルに達し、CAGR 17.07%で2030年には31億9,000万米ドルに達すると予測されます。

ナレッジグラフの世界市場

主な市場の統計
基準年[2023］ 10億5,000万米ドル
予測年[2024］ 12億4,000万米ドル
予測年 [2030] 31億9,000万米ドル
CAGR（%） 17.07%
ナレッジグラフ Market-IMG1

ナレッジグラフとは、セマンティック・ネットワークを構築するためにエンティティ、関係、属性を組み込んだ知識の構造化モデルです。機械が計算しやすく、理解しやすい方法で情報を整理し、結びつける方法です。ナレッジグラフは、効率的なデータ検索、推論、分析を可能にする方法で知識を表現し、整理する上で重要な役割を果たします。市場の成長に影響を与える要因としては、高度な分析ツールに対する需要の増加とデータ生成量の急増が挙げられます。さらに、顧客満足度の向上、シームレスなコミュニケーション、ナレッジ共有といったビジネスニーズの高まりも、市場成長の原動力となっています。しかし、ナレッジグラフの利点に関する理解不足や、技術的に熟練した専門家の必要性、プライバシーに関する懸念が、市場導入の足かせとなっています。強力なデータ管理、統合、分析戦略の出現は、大きな潜在的機会を提供しています。

地域別の洞察

南北アメリカは、テクノロジーの進化と消費者の購買力により、ナレッジグラフ市場において重要な地位を占めています。企業は研究開発イニシアチブに取り組んでおり、新技術の特許が急増しています。EMEA地域では、欧州がナレッジグラフ市場の主要な開拓拠点となっています。欧州連合（EU）のいくつかの指令が、データプライバシー遵守のためにナレッジグラフ技術の使用を奨励しています。一方、中東とアフリカは、ナレッジグラフ市場ではまだ発展途上ですが、デジタル変革への取り組みと、特に国々で急成長しているハイテク新興企業文化により、有望な成長ポテンシャルを示しています。APAC地域はナレッジグラフ市場において強力なプレーヤーとして急速に台頭しています。各国はeコマース、ヘルスケア、通信業界のデータ管理を強化するためにテクノロジーを活用しています。さらに、イノベーションを促進し、デジタルトランスフォーメーションを推進するための政府からの強力な支援が、この地域のナレッジグラフ市場の成長を後押ししています。

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスはナレッジグラフ市場を評価する上で極めて重要です。事業戦略や製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件に沿った十分な情報に基づいた意思決定を行うことができます。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、ナレッジグラフ市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1-市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2-市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3-市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4-競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力などを網羅的に評価します。

5-製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1-ナレッジグラフ市場の市場規模および予測は？

2-ナレッジグラフ市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3-ナレッジグラフ市場における技術動向と規制の枠組みは？

4-ナレッジグラフ市場における主要ベンダーの市場シェアは？

5-ナレッジグラフ市場への参入に適した形態や戦略的手段は？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

  • 市場力学
    • 促進要因
      • 効率的なデータ統合と効果的なデータ管理に対する需要の高まり
      • ヘルスケアにおけるナレッジグラフの用途の拡大
      • eコマース分野でナレッジグラフの使用が急増
    • 抑制要因
      • 熟練した専門家の確保が限られている
    • 機会
      • 高度な分析ツールに対する需要の増加
      • ナレッジグラフの使用を拡大するための継続的な調査
    • 課題
      • ナレッジグラフに関連するデータプライバシーとセキュリティの問題
  • 市場セグメンテーション分析
    • オファリング：多層的なビジネス課題に対処するためのナレッジグラフソリューションの潜在的な使用法
    • タイプ：NLPナレッジグラフは、自然言語処理の能力を活用して人間の言語データを解釈します。
    • アプリケーション：エンタープライズナレッジマネジメントアプリケーションでのナレッジグラフの採用率の高さ
    • 垂直：ヘルスケア分野でのナレッジグラフに対する大きな需要
  • 市場動向分析
  • 高インフレの累積的影響
  • ポーターのファイブフォース分析
  • バリューチェーンとクリティカルパス分析
  • 規制の枠組み

第6章 ナレッジグラフ市場：提供別

  • サービス
    • マネージドサービス
    • プロフェッショナルサービス
  • ソリューション

第7章 ナレッジグラフ市場：タイプ別

  • コンテキスト豊富なナレッジグラフ
  • 外部感知ナレッジグラフ
  • NLPナレッジグラフ

第8章 ナレッジグラフ市場モデルタイプ別

  • 概念図
  • RDFグラフ
  • セマンティックグラフ

第9章 ナレッジグラフ市場データソース別

  • 半構造化データ
  • 構造化データ
  • 非構造化データ

第10章 ナレッジグラフ市場：用途別

  • エンタープライズナレッジマネジメント
  • 質問への回答
  • レコメンデーションシステム
  • セマンティック検索

第11章 ナレッジグラフ市場：業界別

  • BFSI
  • ヘルスケア
  • ITとITES
  • メディアとエンターテイメント
  • 小売とeコマース
  • 輸送と物流
  • 旅行とホスピタリティ

第12章 南北アメリカのナレッジグラフ市場

  • アルゼンチン
  • ブラジル
  • カナダ
  • メキシコ
  • 米国

第13章 アジア太平洋地域のナレッジグラフ市場

  • オーストラリア
  • 中国
  • インド
  • インドネシア
  • 日本
  • マレーシア
  • フィリピン
  • シンガポール
  • 韓国
  • 台湾
  • タイ
  • ベトナム

第14章 欧州・中東・アフリカのナレッジグラフ市場

  • デンマーク
  • エジプト
  • フィンランド
  • フランス
  • ドイツ
  • イスラエル
  • イタリア
  • オランダ
  • ナイジェリア
  • ノルウェー
  • ポーランド
  • カタール
  • ロシア
  • サウジアラビア
  • 南アフリカ
  • スペイン
  • スウェーデン
  • スイス
  • トルコ
  • アラブ首長国連邦
  • 英国

第15章 競合情勢

  • FPNVポジショニングマトリクス
  • 市場シェア分析：主要企業別
  • 競合シナリオ主要企業別の分析
    • 契約、コラボレーション、パートナーシップ
    • 新製品発売と機能強化

第16章 競争力のあるポートフォリオ

  • 主要な企業プロファイル
    • AllegroGraph by Franz Inc.
    • Amazon Web Services, Inc.
    • ArangoDB
    • Cambridge Semantics, Inc.
    • Datavid Limited
    • Diffbot Technologies Corp.
    • Fluree
    • Franz Inc.
    • Google LLC by Alphabet Inc.
    • International Business Machines Corporation
    • Microsoft Corporation
    • Mitsubishi Electric Corporation
    • Neo4j, Inc.
    • Ontotext
    • Oracle Corporation
    • SciBite Limited
    • Semantic Web Company
    • Stardog Union
    • TIBCO by Cloud Software Group, Inc.
    • TigerGraph, Inc.
    • XenonStack Pvt. Ltd.
    • Yext, Inc.
  • 主要な製品ポートフォリオ

第17章 付録

  • ディスカッションガイド
  • ライセンスと価格について
図表

LIST OF FIGURES

  • FIGURE 1. KNOWLEDGE GRAPH MARKET RESEARCH PROCESS
  • FIGURE 2. KNOWLEDGE GRAPH MARKET SIZE, 2023 VS 2030
  • FIGURE 3. KNOWLEDGE GRAPH MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. KNOWLEDGE GRAPH MARKET DYNAMICS
  • FIGURE 7. KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 8. KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
  • FIGURE 10. KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2023 VS 2030 (%)
  • FIGURE 12. KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2023 VS 2030 (%)
  • FIGURE 14. KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 16. KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
  • FIGURE 18. KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 20. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 22. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 23. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 24. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 25. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 26. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 27. KNOWLEDGE GRAPH MARKET, FPNV POSITIONING MATRIX, 2023
  • FIGURE 28. KNOWLEDGE GRAPH MARKET SHARE, BY KEY PLAYER, 2023

LIST OF TABLES

  • TABLE 1. KNOWLEDGE GRAPH MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. KNOWLEDGE GRAPH MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 6. KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 7. KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 8. KNOWLEDGE GRAPH MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. KNOWLEDGE GRAPH MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 12. KNOWLEDGE GRAPH MARKET SIZE, BY CONTEXT-RICH KNOWLEDGE GRAPHS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. KNOWLEDGE GRAPH MARKET SIZE, BY EXTERNAL-SENSING KNOWLEDGE GRAPHS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. KNOWLEDGE GRAPH MARKET SIZE, BY NLP KNOWLEDGE GRAPHS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 16. KNOWLEDGE GRAPH MARKET SIZE, BY CONCEPTUAL GRAPH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. KNOWLEDGE GRAPH MARKET SIZE, BY RDF GRAPH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC GRAPH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 20. KNOWLEDGE GRAPH MARKET SIZE, BY SEMI-STRUCTURED DATA, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. KNOWLEDGE GRAPH MARKET SIZE, BY STRUCTURED DATA, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. KNOWLEDGE GRAPH MARKET SIZE, BY UNSTRUCTURED DATA, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 24. KNOWLEDGE GRAPH MARKET SIZE, BY ENTERPRISE KNOWLEDGE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. KNOWLEDGE GRAPH MARKET SIZE, BY QUESTION ANSWERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. KNOWLEDGE GRAPH MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC SEARCH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 29. KNOWLEDGE GRAPH MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. KNOWLEDGE GRAPH MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. KNOWLEDGE GRAPH MARKET SIZE, BY IT & ITES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. KNOWLEDGE GRAPH MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. KNOWLEDGE GRAPH MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. KNOWLEDGE GRAPH MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. KNOWLEDGE GRAPH MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 37. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 38. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 39. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 40. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 41. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 42. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 43. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 44. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 45. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 46. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 47. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 48. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 49. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 50. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 51. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 52. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 53. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 54. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 55. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 56. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 57. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 58. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 59. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 60. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 61. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 62. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 63. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 64. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 65. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 66. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 67. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 68. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 69. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 70. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 71. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 72. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 73. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 74. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 75. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 76. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 77. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 78. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 79. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 80. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 81. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 82. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 83. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 84. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 85. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 86. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 87. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 88. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 89. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 90. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 91. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 92. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 93. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 94. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 95. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 96. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 97. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 98. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 99. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 100. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 101. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 102. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 103. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 104. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 105. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 106. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 107. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 108. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 109. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 110. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 111. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 112. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 113. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 114. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 116. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 117. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 118. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 119. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 120. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 121. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 122. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 123. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 124. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 125. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 126. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 127. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 128. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 129. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 130. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 131. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 132. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 133. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 134. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 135. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 136. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 137. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 138. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 139. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 140. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 141. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 142. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 143. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 144. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 145. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 146. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 147. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 148. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 149. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 150. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 151. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 152. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 153. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 154. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 155. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 156. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 157. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 158. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 159. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 160. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 161. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 162. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 163. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 164. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 165. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 166. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 167. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 168. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 169. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 170. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 171. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 172. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 173. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 174. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 175. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 176. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 177. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 178. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 179. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 180. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 181. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 182. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 183. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 184. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 185. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 186. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 187. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 188. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 189. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 190. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 191. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 192. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 193. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 194. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 195. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 196. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 197. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 198. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 199. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 200. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 201. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 202. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 203. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 204. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 205. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 206. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 207. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 208. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 209. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 210. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 211. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 212. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 213. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 214. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 215. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 216. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 217. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 218. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 219. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 220. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 221. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 222. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 223. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 224. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 225. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 226. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 227. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 228. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 229. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 230. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 231. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 232. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 233. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 234. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 235. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 236. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 237. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 238. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 239. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 240. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 241. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 242. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 243. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 244. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 245. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 246. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 247. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 248. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 249. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 250. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 251. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 252. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 253. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 254. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 255. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 256. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 257. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 258. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 259. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 260. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 261. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 262. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 263. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 264. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 265. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 266. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 267. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 268. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 269. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 270. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 271. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 272. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 273. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 274. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 275. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 276. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 277. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 278. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 279. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 280. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 281. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 282. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 283. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 284. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 285. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 286. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 287. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 288. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 289. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 290. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 291. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 292. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 293. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 294. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 295. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 296. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 297. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 298. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 299. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 300. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 301. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 302. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 303. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 304. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 305. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 306. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 307. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 308. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 309. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 310. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 311. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 312. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 313. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 314. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 315. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 316. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 317. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 318. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 319. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 320. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 321. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 322. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 323. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 324. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 325. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 326. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 327. KNOWLEDGE GRAPH MARKET, FPNV POSITIONING MATRIX, 2023
  • TABLE 328. KNOWLEDGE GRAPH MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 329. KNOWLEDGE GRAPH MARKET LICENSE & PRICING
目次
Product Code: MRR-92249FEC2CCE

[182 Pages Report] The Knowledge Graph Market size was estimated at USD 1.05 billion in 2023 and expected to reach USD 1.24 billion in 2024, at a CAGR 17.07% to reach USD 3.19 billion by 2030.

Global Knowledge Graph Market

KEY MARKET STATISTICS
Base Year [2023] USD 1.05 billion
Estimated Year [2024] USD 1.24 billion
Forecast Year [2030] USD 3.19 billion
CAGR (%) 17.07%
Knowledge Graph Market - IMG1

A knowledge graph is a structured model of knowledge that incorporates entities, relationships, and attributes to create a semantic network. It is a way to organize and connect information in a manner easily computable and understandable by machines. Knowledge graphs play a crucial role in representing and organizing knowledge in a way that allows for efficient data retrieval, reasoning, and analysis. Factors influencing the market's growth entail increased demand for advanced analytics tools and soaring data generation. The rise is further driven by the growing need for businesses to offer improved customer satisfaction, seamless communication, and knowledge sharing. However, a lack of understanding about the benefits of knowledge graphs, the necessity for technically skilled professionals, and privacy concerns further hamper the market adoption. The emergence of powerful data management, integration, and analytics strategies offers great potential opportunities.

Regional Insights

The Americas have a significant landscape in the knowledge graph market owing to the region evinces substantial advancements in technology and strong consumer purchasing power. Firms have been engaging in research and development initiatives, confirmed by a surge in new patents in emerging technologies. In the EMEA region, Europe is the hub for major developments in the knowledge graph market. Several European Union directives encourage the use of knowledge graph technology for compliance with data privacy. Meanwhile, the Middle East and Africa, while still nascent in the knowledge graph market, show promising growth potential owing to the digital transformation initiatives and burgeoning tech startup culture, particularly in countries. The APAC region is rapidly emerging as a formidable player in the knowledge graph market, fueled by expansive technological advancements and swift digitalization across major economies. Countries are capitalizing on technology to strengthen data management in e-commerce, healthcare, and telecommunications industries. Moreover, robust support from governments to foster innovation and drive digital transformation bolstered this region's knowledge graph market growth.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Knowledge Graph Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Knowledge Graph Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Knowledge Graph Market, highlighting leading vendors and their innovative profiles. These include AllegroGraph by Franz Inc., Amazon Web Services, Inc., ArangoDB, Cambridge Semantics, Inc., Datavid Limited, Diffbot Technologies Corp., Fluree, Franz Inc., Google LLC by Alphabet Inc., International Business Machines Corporation, Microsoft Corporation, Mitsubishi Electric Corporation, Neo4j, Inc., Ontotext, Oracle Corporation, SciBite Limited, Semantic Web Company, Stardog Union, TIBCO by Cloud Software Group, Inc., TigerGraph, Inc., XenonStack Pvt. Ltd., and Yext, Inc..

Market Segmentation & Coverage

This research report categorizes the Knowledge Graph Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Offering
    • Services
      • Managed Services
      • Professional Services
    • Solutions
  • Type
    • Context-rich Knowledge Graphs
    • External-sensing Knowledge Graphs
    • NLP Knowledge Graphs
  • Model Type
    • Conceptual Graph
    • RDF Graph
    • Semantic Graph
  • Data Source
    • Semi-structured Data
    • Structured Data
    • Unstructured Data
  • Application
    • Enterprise Knowledge Management
    • Question Answering
    • Recommendation Systems
    • Semantic Search
  • Vertical
    • BFSI
    • Healthcare
    • IT & ITES
    • Media & Entertainment
    • Retail & E-commerce
    • Transportation & Logistics
    • Travel & Hospitality
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Knowledge Graph Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Knowledge Graph Market?

3. What are the technology trends and regulatory frameworks in the Knowledge Graph Market?

4. What is the market share of the leading vendors in the Knowledge Graph Market?

5. Which modes and strategic moves are suitable for entering the Knowledge Graph Market?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Limitations
  • 1.7. Assumptions
  • 1.8. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

  • 4.1. Introduction
  • 4.2. Knowledge Graph Market, by Region

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Growing demand for efficient data integration and effective data management
      • 5.1.1.2. Expanding applications of knowledge graph in healthcare
      • 5.1.1.3. Proliferating use of knowledge graphs in eCommerce sector
    • 5.1.2. Restraints
      • 5.1.2.1. Limited availability of skilled professionals
    • 5.1.3. Opportunities
      • 5.1.3.1. Increased demand for advanced analytics tools
      • 5.1.3.2. Ongoing research to expand use of knowledge graph
    • 5.1.4. Challenges
      • 5.1.4.1. Data privacy and security concerns associated with knowledge graph
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Offering: Potential use of knowledge graph solutions to address multi-layered business challenges
    • 5.2.2. Type: NLP knowledge graphs leverage the prowess of Natural Language Processing to interpret human language data
    • 5.2.3. Application: High adoption of knowledge graph in enterprise knowledge management applications
    • 5.2.4. Vertical: Significant demand for knowledge graph in the healthcare sector
  • 5.3. Market Trend Analysis
  • 5.4. Cumulative Impact of High Inflation
  • 5.5. Porter's Five Forces Analysis
    • 5.5.1. Threat of New Entrants
    • 5.5.2. Threat of Substitutes
    • 5.5.3. Bargaining Power of Customers
    • 5.5.4. Bargaining Power of Suppliers
    • 5.5.5. Industry Rivalry
  • 5.6. Value Chain & Critical Path Analysis
  • 5.7. Regulatory Framework

6. Knowledge Graph Market, by Offering

  • 6.1. Introduction
  • 6.2. Services
    • 6.3.1. Managed Services
    • 6.3.2. Professional Services
  • 6.3. Solutions

7. Knowledge Graph Market, by Type

  • 7.1. Introduction
  • 7.2. Context-rich Knowledge Graphs
  • 7.3. External-sensing Knowledge Graphs
  • 7.4. NLP Knowledge Graphs

8. Knowledge Graph Market, by Model Type

  • 8.1. Introduction
  • 8.2. Conceptual Graph
  • 8.3. RDF Graph
  • 8.4. Semantic Graph

9. Knowledge Graph Market, by Data Source

  • 9.1. Introduction
  • 9.2. Semi-structured Data
  • 9.3. Structured Data
  • 9.4. Unstructured Data

10. Knowledge Graph Market, by Application

  • 10.1. Introduction
  • 10.2. Enterprise Knowledge Management
  • 10.3. Question Answering
  • 10.4. Recommendation Systems
  • 10.5. Semantic Search

11. Knowledge Graph Market, by Vertical

  • 11.1. Introduction
  • 11.2. BFSI
  • 11.3. Healthcare
  • 11.4. IT & ITES
  • 11.5. Media & Entertainment
  • 11.6. Retail & E-commerce
  • 11.7. Transportation & Logistics
  • 11.8. Travel & Hospitality

12. Americas Knowledge Graph Market

  • 12.1. Introduction
  • 12.2. Argentina
  • 12.3. Brazil
  • 12.4. Canada
  • 12.5. Mexico
  • 12.6. United States

13. Asia-Pacific Knowledge Graph Market

  • 13.1. Introduction
  • 13.2. Australia
  • 13.3. China
  • 13.4. India
  • 13.5. Indonesia
  • 13.6. Japan
  • 13.7. Malaysia
  • 13.8. Philippines
  • 13.9. Singapore
  • 13.10. South Korea
  • 13.11. Taiwan
  • 13.12. Thailand
  • 13.13. Vietnam

14. Europe, Middle East & Africa Knowledge Graph Market

  • 14.1. Introduction
  • 14.2. Denmark
  • 14.3. Egypt
  • 14.4. Finland
  • 14.5. France
  • 14.6. Germany
  • 14.7. Israel
  • 14.8. Italy
  • 14.9. Netherlands
  • 14.10. Nigeria
  • 14.11. Norway
  • 14.12. Poland
  • 14.13. Qatar
  • 14.14. Russia
  • 14.15. Saudi Arabia
  • 14.16. South Africa
  • 14.17. Spain
  • 14.18. Sweden
  • 14.19. Switzerland
  • 14.20. Turkey
  • 14.21. United Arab Emirates
  • 14.22. United Kingdom

15. Competitive Landscape

  • 15.1. FPNV Positioning Matrix
  • 15.2. Market Share Analysis, By Key Player
  • 15.3. Competitive Scenario Analysis, By Key Player
    • 15.3.1. Agreement, Collaboration, & Partnership
      • 15.3.1.1. Ontotext and Ontopic Join Forces to Revolutionize Data Virtualization
    • 15.3.2. New Product Launch & Enhancement
      • 15.3.2.1. Foursquare Launches its Geospatial Knowledge Graph
      • 15.3.2.2. Kobai Launches Saturn Knowledge Graph to Query Data at Lakehouse Scale

16. Competitive Portfolio

  • 16.1. Key Company Profiles
    • 16.1.1. AllegroGraph by Franz Inc.
    • 16.1.2. Amazon Web Services, Inc.
    • 16.1.3. ArangoDB
    • 16.1.4. Cambridge Semantics, Inc.
    • 16.1.5. Datavid Limited
    • 16.1.6. Diffbot Technologies Corp.
    • 16.1.7. Fluree
    • 16.1.8. Franz Inc.
    • 16.1.9. Google LLC by Alphabet Inc.
    • 16.1.10. International Business Machines Corporation
    • 16.1.11. Microsoft Corporation
    • 16.1.12. Mitsubishi Electric Corporation
    • 16.1.13. Neo4j, Inc.
    • 16.1.14. Ontotext
    • 16.1.15. Oracle Corporation
    • 16.1.16. SciBite Limited
    • 16.1.17. Semantic Web Company
    • 16.1.18. Stardog Union
    • 16.1.19. TIBCO by Cloud Software Group, Inc.
    • 16.1.20. TigerGraph, Inc.
    • 16.1.21. XenonStack Pvt. Ltd.
    • 16.1.22. Yext, Inc.
  • 16.2. Key Product Portfolio

17. Appendix

  • 17.1. Discussion Guide
  • 17.2. License & Pricing