デフォルト表紙
市場調査レポート
商品コード
1618470

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-2025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 2025-2030


出版日
発行
360iResearch
ページ情報
英文 190 Pages
納期
即日から翌営業日
カスタマイズ可能
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=152.30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-2025年~2030年の世界予測
出版日: 2024年12月01日
発行: 360iResearch
ページ情報: 英文 190 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
  • 図表
  • 目次
概要

ナレッジグラフ市場は、2023年に10億5,000万米ドルと評価され、2024年には12億4,000万米ドルに達すると予測され、CAGR 17.07%で成長し、2030年には31億9,000万米ドルに達すると予測されています。

ナレッジグラフは、多様なデータセット内の構造化された関係を理解、表現、管理するために設計された堅牢なフレームワークであり、相互接続された大規模システムの統合に不可欠な役割を果たします。検索エンジン最適化、パーソナライズされたレコメンデーションエンジン、膨大な企業データセットの整理などの分野における意思決定の強化がその範囲に含まれます。ナレッジグラフの必要性は、増大するデータの複雑さと量から生じ、意味のある洞察を抽出し、オペレーションを合理化し、イノベーションを促進する効率的なツールを必要とします。ナレッジグラフの用途は、患者記録と治療結果の関連付けに役立つヘルスケアから、金融取引とエンティティを結びつけることでリスク評価を可能にする金融まで、業界を横断しています。最終用途の範囲は広く、企業データ管理、顧客行動分析、AIシステムの理解と文脈推論能力の向上などに及ぶ。この市場の成長は、人工知能、特に自然言語処理と機械学習の進歩と、リアルタイムのデータ分析に対する需要の高まりが後押ししています。このような有望な機会にもかかわらず、データプライバシーに関する懸念、統合の複雑さ、高い計算リソースの必要性などの課題が、市場の成長を妨げる可能性があります。よりリッチなデータ解釈を実現するためのセマンティック機能の開発や、待ち時間の問題を緩和するためのリアルタイムデータ処理用エッジコンピューティングへの投資にチャンスが存在します。ダイナミックで自己進化するナレッジ・グラフを構築するイノベーションは、新たなデータ入力で自己更新できる適応型フレームワークを提供し、ビジネスの俊敏性を高めることで、各分野に革命をもたらす可能性があります。技術的専門知識の不足や高い実装コストなどの障壁には、戦略的パートナーシップと人材開発への投資が必要です。市場は現在、急速な技術進歩や利害関係者間のコラボレーションの活発化を特徴としており、オープンソースプラットフォームやクラウドベースのソリューションへの強い傾倒が示唆され、俊敏性と拡張性を提供しています。セクターを超えた採用を強化するためには、プライバシー対策の強化と統合プロセスの簡素化に引き続き焦点を当てる必要があります。

主な市場の統計
基準年[2023] 10億5,000万米ドル
推定年[2024] 12億4,000万米ドル
予測年[2030] 31億9,000万米ドル
CAGR(%) 17.07%

市場力学:急速に進化するナレッジグラフ市場の主要市場インサイトを公開

ナレッジグラフ市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

  • 市場促進要因
    • 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応用拡大
    • eコマース分野におけるナレッジグラフの利用拡大
  • 市場抑制要因
    • 熟練した専門家の不足
  • 市場機会
    • 高度な分析ツールに対する需要の増加
    • ナレッジグラフの利用を拡大するための継続的調査
  • 市場の課題
    • 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懸念

ポーターのファイブフォース:ナレッジグラフ市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、ナレッジグラフ市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析:ナレッジグラフ市場における外部からの影響の把握

外部マクロ環境要因は、ナレッジグラフ市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析ナレッジグラフ市場における競合情勢の把握

ナレッジグラフ市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスナレッジグラフ市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、ナレッジグラフ市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標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。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨ナレッジグラフ市場における成功への道筋を描く

ナレッジグラフ市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を検討することで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています:

1.市場の浸透度:現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度:新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化:最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報:競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション:将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています:

1.現在の市場規模と今後の成長予測は?

2.最高の投資機会を提供する製品、セグメント、地域はどこか?

3.市場を形成する主な技術動向と規制の影響とは?

4.主要ベンダーの市場シェアと競合ポジションは?

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か?

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応用拡大
      • 電子商取引分野でナレッジグラフの利用が急増
    • 抑制要因
      • 熟練した専門家の不足
    • 機会
      • 高度な分析ツールの需要増加
      • 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のプライバシーとセキュリティに関する懸念
  • 市場セグメンテーション分析
    • 提供内容: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
    • 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管理アプリケーションにおけるナレッジグラフの採用率が高い
    • 業種:ヘルスケア分野でナレッジグラフの需要が高い
  • ポーターのファイブフォース分析
  • PESTEL分析
    • 政治的
    • 経済
    • 社交
    • 技術的
    • 法律上
    • 環境

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
  • 外部センシング知識グラフ
  • 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

  • 概念グラフ
  • 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
  • 推奨システム
  • 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・eコマース
  • 運輸・物流
  • 旅行・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

  • 市場シェア分析2023
  • FPNVポジショニングマトリックス, 2023
  • 競合シナリオ分析
    • OntotextとOntopicが協力してデータ仮想化に革命を起こす
    • Foursquareが地理空間ナレッジグラフを開始
    • Kobaiがレイクハウス規模でデータをクエリするSaturnナレッジグラフをリリース
  • 戦略分析と提言

企業一覧

  • 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.
図表

LIST OF FIGURES

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

LIST OF TABLES

  • TABLE 1. KNOWLEDGE GRAPH MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. KNOWLEDGE GRAPH MARKET DYNAMICS
  • TABLE 7. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CONTEXT-RICH KNOWLEDGE GRAPHS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY EXTERNAL-SENSING KNOWLEDGE GRAPHS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY NLP KNOWLEDGE GRAPHS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CONCEPTUAL GRAPH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RDF GRAPH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC GRAPH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMI-STRUCTURED DATA, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY STRUCTURED DATA, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY UNSTRUCTURED DATA, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ENTERPRISE KNOWLEDGE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY QUESTION ANSWERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC SEARCH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY IT & ITES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 39. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 40. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 41. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 42. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 43. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 44. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 45. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 46. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 47. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 48. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 49. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 50. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 51. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 52. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 53. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 54. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 55. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 56. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 57. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 58. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 59. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 60. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 61. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 62. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 63. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 64. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 65. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 66. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 67. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 68. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 69. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 70. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 71. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 72. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 73. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 74. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 75. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 76. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 77. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 78. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 79. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 80. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 81. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 82. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 83. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 84. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 85. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 86. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 87. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 88. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 89. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 90. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 91. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 92. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 93. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 94. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 95. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 96. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 97. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 98. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 99. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 100. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 101. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 102. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 103. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 104. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 105. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 106. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 107. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 108. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 109. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 110. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 111. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 112. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 113. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 114. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 115. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 116. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 117. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 118. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 119. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 120. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 121. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 122. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 123. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 124. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 125. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 126. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 127. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 128. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 129. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 130. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 131. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 132. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 133. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 134. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 135. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 136. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 137. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 138. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 139. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 140. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 141. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 142. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 143. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 144. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 145. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 146. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 147. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 148. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 149. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 150. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 151. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 152. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 153. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 154. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 155. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 156. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 157. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 158. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 159. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 160. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 161. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 162. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 163. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 164. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 165. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 166. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 167. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 168. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 169. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 170. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 171. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 172. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 173. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 174. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 175. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 176. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 177. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 178. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 179. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 180. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 181. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 182. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 183. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 184. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 185. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 186. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 187. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 188. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 189. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 190. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 191. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 192. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 193. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 194. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 195. EGYPT KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 196. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 197. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 198. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 199. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 200. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 201. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 202. FINLAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 203. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 204. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 205. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 206. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 207. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 208. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 209. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 210. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 211. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 212. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 213. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 214. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 215. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 216. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 217. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 218. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 219. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 220. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 221. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 222. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 223. ISRAEL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 224. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 225. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 226. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 227. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 228. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 229. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 230. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 231. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 232. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 233. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 234. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 235. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 236. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 237. NETHERLANDS KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 238. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 239. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 240. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 241. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 242. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 243. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 244. NIGERIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 245. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 246. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 247. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 248. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 249. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 250. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 251. NORWAY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 252. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 253. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 254. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 255. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 256. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 257. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 258. POLAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 259. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 260. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 261. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 262. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 263. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 264. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 265. QATAR KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 266. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 267. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 268. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 269. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 270. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 271. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 272. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 273. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 274. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 275. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 276. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 277. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 278. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 279. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 280. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 281. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 282. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 283. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 284. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 285. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 286. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 287. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 288. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 289. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 290. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 291. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 292. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 293. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 294. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 295. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 296. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 297. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 298. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 299. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 300. SWEDEN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 301. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 302. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 303. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 304. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 305. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 306. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 307. SWITZERLAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 308. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 309. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 310. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 311. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 312. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 313. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 314. TURKEY KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 315. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 316. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 317. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 318. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 319. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 320. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 321. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 322. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 323. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 324. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 325. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
  • TABLE 326. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2030 (USD MILLION)
  • TABLE 327. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 328. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 329. KNOWLEDGE GRAPH MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 330. KNOWLEDGE GRAPH MARKET, FPNV POSITIONING MATRIX, 2023
目次
Product Code: MRR-92249FEC2CC5

The Knowledge Graph Market was valued at USD 1.05 billion in 2023, expected to reach USD 1.24 billion in 2024, and is projected to grow at a CAGR of 17.07%, to USD 3.19 billion by 2030.

A Knowledge Graph is a robust framework designed to understand, represent, and manage structured relationships within diverse datasets, playing an integral role in synthesizing large-scale interconnected systems. The scope includes enhancing decision-making in areas like search engine optimization, personalized recommendation engines, and organizing vast corporate datasets. The necessity of Knowledge Graphs arises from the increasing complexity and volume of data, requiring efficient tools to extract meaningful insights, streamline operations, and foster innovation. Their application spans across industries, from healthcare, where they help in linking patient records with treatment outcomes, to finance, enabling risk assessment by connecting financial transactions and entities. The end-use scope is broad, spanning enterprise data management, customer behavior analysis, and improving AI systems' understanding and contextual reasoning capabilities. Growth in this market is propelled by advancements in artificial intelligence, particularly in natural language processing and machine learning, coupled with the growing demand for real-time data analytics. Despite these promising opportunities, challenges such as data privacy concerns, integration complexities, and the need for high computational resources may hinder market growth. Opportunities exist in developing more semantic capabilities to create richer data interpretation and investing in edge computing for real-time data processing to mitigate latency issues. Innovations in creating dynamic and self-evolving Knowledge Graphs could revolutionize sectors by offering adaptive frameworks that can self-update with new data inputs, enhancing business agility. Barriers like technical expertise shortages and high implementation costs require strategic partnerships and investment in talent development. The market is currently characterized by rapid technological advancements and increased collaboration among stakeholders, suggesting a strong inclination towards open-source platforms and cloud-based solutions, providing agility and scalability. The focus should remain on bolstering privacy measures and simplifying integration processes to enhance adoption across sectors.

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%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Knowledge Graph Market

The Knowledge Graph Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Growing demand for efficient data integration and effective data management
    • Expanding applications of knowledge graph in healthcare
    • Proliferating use of knowledge graphs in eCommerce sector
  • Market Restraints
    • Limited availability of skilled professionals
  • Market Opportunities
    • Increased demand for advanced analytics tools
    • Ongoing research to expand use of knowledge graph
  • Market Challenges
    • Data privacy and security concerns associated with knowledge graph

Porter's Five Forces: A Strategic Tool for Navigating the Knowledge Graph Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Knowledge Graph Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Knowledge Graph Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Knowledge Graph Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Knowledge Graph Market

A detailed market share analysis in the Knowledge Graph Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Knowledge Graph Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Knowledge Graph Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Knowledge Graph Market

A strategic analysis of the Knowledge Graph Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

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:

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

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

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. 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

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. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Knowledge Graph Market, by Offering

  • 6.1. Introduction
  • 6.2. Services
    • 6.2.1. Managed Services
    • 6.2.2. 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. Market Share Analysis, 2023
  • 15.2. FPNV Positioning Matrix, 2023
  • 15.3. Competitive Scenario Analysis
    • 15.3.1. Ontotext and Ontopic Join Forces to Revolutionize Data Virtualization
    • 15.3.2. Foursquare Launches its Geospatial Knowledge Graph
    • 15.3.3. Kobai Launches Saturn Knowledge Graph to Query Data at Lakehouse Scale
  • 15.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. AllegroGraph by Franz Inc.
  • 2. Amazon Web Services, Inc.
  • 3. ArangoDB
  • 4. Cambridge Semantics, Inc.
  • 5. Datavid Limited
  • 6. Diffbot Technologies Corp.
  • 7. Fluree
  • 8. Franz Inc.
  • 9. Google LLC by Alphabet Inc.
  • 10. International Business Machines Corporation
  • 11. Microsoft Corporation
  • 12. Mitsubishi Electric Corporation
  • 13. Neo4j, Inc.
  • 14. Ontotext
  • 15. Oracle Corporation
  • 16. SciBite Limited
  • 17. Semantic Web Company
  • 18. Stardog Union
  • 19. TIBCO by Cloud Software Group, Inc.
  • 20. TigerGraph, Inc.
  • 21. XenonStack Pvt. Ltd.
  • 22. Yext, Inc.