Global Semantic Knowledge Graphing Market By Type of Data Sources (Unstructured, Structured, Semi-structured); By Type of Knowledge Graphs (Context-Rich Knowledge Graphs, External-Sensing Knowledge Graphs, Natural Language Processing (NLP) Knowledge Graphs); By Type of Tasks (Link Prediction, Entity Resolution, Link-based Clustering); By End-use Industry (Banking Financial Service and Insurance (BFSI), Healthcare, Manufacturing, E-commerce, Government, Others); By Region (U.S., Canada, Mexico, Rest of North America, The UK, France, Germany, Italy, Spain, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, the Netherlands, Luxembourg), Rest of Europe, China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa, Brazil, Argentina, Rest of Latin America) – Global Insights, Growth, Size, Comparative Analysis, Trends and Forecast, 2019 - 2027
Industry Trends
In terms of revenue, global semantic knowledge graphing market was valued at US$ 1054.6 Mn in 2019 and is anticipated to grow at a CAGR of 14.0% over the forecast period to reach US$ 3,000.0 Mn in 2027. Rise in generation of data both by humans and machines are creating demand for advanced technological solutions which can represent these datasets in semantic way and assist in drawing insights from this complex multisource data. Proliferation of tech-savvy digital natives are transforming the conventional ecosystems. In December 2019, The International Telecommunication Union (ITU) stated in its report released that around 4.1 billion people worldwide have access to internet which is around 3.6% of the total global population. Also, users of smart and connected devices including smartphones, tablets and others are increasing the traffic in internet. These factors have contributed to inclination of people towards digital platforms for performing any activity in day-to-day life, which is creating high amounts of data at enterprise’s end. Growing consumer datasets pose requirement for tools which will assist enterprises to efficiently manage this data and draw insightful analysis upon for better customer engagement.
Growing traffic of internet users also mandated the adoption of digital tools by enterprises to enhance the search, recommendation and content management of databases. Semantic knowledge graphing is a viable solution for these requirements as it enables enterprises to establish multilateral relations between entities throughout the datasets and provides a semantic search interface. In 2012, U.S. based technology company Google Inc. introduced the first knowledge graph which assist searchers or users of Google search engine to get instant information that is relevant to their query. Apart from the free databases, Google’s Knowledge graph contains more than 500 million objects and more than 3.5 billion facts about these objects. The huge size of the content available at Google makes use of search optimization tools including knowledge graphs, mandatorily which finds the right information, provides snippets and displays unexpected deeper insights. Owing to these benefits, multipler players have entered the semantic knowledge graphing market with their novel offerings. For instance, GNOSS platform of RIAM INTELEARNING LAB S.L. is a knowledge graph builder platform which provides better interpretation of content and resources of an organization. The GNOSS platform is used to build knowledge graphs and perform discovery, reasoning, analysis and content management using these graphs. These manifold benefits of knowledge graphs for optimizing search results and data representation for analysis has contributed towards the growth in semantic knowledge graphing market across the globe.
Semantic knowledge graphing can be used for a wide array of applications including business development. Data Science professionals spend a lot of time in analysing huge chunks of data from multiple sources to find out a pattern so as to develop innovative product or services to attracts customers for their organization. This analysis gives them a brief idea on what problems their customers are facing and how to overcome their challenges for better customer engagement. Knowledge graphs are an efficient and powerful tool to manage and analyse customer’s data which will identify the marketing or distribution channels that attracts more number of customers. For instance, the knowledge graph developed by data exploration tool of Refinitiv company, based out of U.S, enables the business development and customer relationship management teams to generate a graph network of sales leads and connections through integration of internal and third party data. Knowledge graph can be further used for applications including development of chatbots, keyword advertisement and others. Traditionally in a search advertisement, the businesses used to purchase a list of keywords related to their offerings so that when these keywords are entered in a search engine, the system used to display advertisement of the related products. Using Microsoft’s Concept Graph can enable the sales team to find out more related keywords to the product which are being frequently used by the customers and which can be purchased by the company for increasing their potential leads. These wide array of applications in business development and sales activities of a business are creating a heightened demand in global semantic knowledge graphing market.
Rise in outbreak of global pandemic COVID-19 has positively impacted the semantic knowledge graphing market. Multiple private and government institutes are using semantic knowledge graphing to develop deeper insights and understanding on the infection and a potential cure for it. For instance, The CovidGraph Project is a non-profit organization formed by collaboration of researchers, software developers, healthcare professionals and data scientists which has built a platform incorporating more than 40,000 publications case statistics, genes and functions, molecular data and other relevant information on COVID-19. Knowledge graph developed by this organization aims to assist researchers to navigate through COVID-19 datasets using technologies including advanced visualization techniques and intuitive user interfaces. Similarly, in April 2020 Mayo Clinic has partnered with Ontotext to develop and publish knowledge graphs related to COVID-19 scientific information. Mayo Clinic is using Ontotext’s GraphDB RDF (Resource Description Framework) database to publish knowledge graph called CORD-19. These efforts and similar others are boosting the demand in semantic knowledge graphing market across the globe.
End-use Industry Outlook:
Government agencies are rapidly emerging as a prominent end-use industry in global semantic knowledge graphing market. In 2017, the National Aeronautics and Space Administration (NASA) developed a knowledge graph of its project data using Neo4j Inc.’s technology which has saved more the US$ 2 million in their research and development activities. In similar instance, the government of U.K is experimenting on graph database of GOV.UK content to help a number of teams quickly get the data related to particular queries. Ongoing adoption of knowledge graph tools in government agencies across the globe are driving the growth of semantic knowledge graphing market.
Regional Outlook:
North America region registered the highest share in the global semantic knowledge graphing market in 2018. Proliferation of internet and smart devices in developed countries of this region generates large amounts of customer data available for analysis to increase customer engagement. Also, the presence of major market players including the pioneers of this technique in the region further boosted the adoption of semantic knowledge graphing in North America. Organizations in the region, government and private, are partnering with market players to expand their knowledge graph projects. For instance, in February 2020, the EDM Council of the U.S extended its partnership with MakoLab to provide its open knowledge graph support to broader range of industries which was initially focused on the financial sector. These factors are contributing towards the share of North America in global semantic knowledge graphing market.
The study analyses the market in terms of revenue across all the major regions, which have been bifurcated into countries.
Global Semantic Knowledge Graphing Market Revenue & Forecast, (US$ Million), 2015 – 2027
Competitive Landscape
The report provides both, qualitative and quantitative research of semantic knowledge graphing market, as well as provides comprehensive insights and development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and details on the competitiveness of these players. Key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by these major market participants are also recognized and analysed in the report. For each company, the report studies their global presence, competitors, service offerings and specification amongst others.
Some of the players operating in the semantic knowledge graphing market are Google LLC, Microsoft Corporation, Amazon.com, Inc., Facebook, Inc., NELL, YAGO and Mitsubishi Electric Corporation amongst others.
Global Semantic Knowledge Graphing Market:
By Type of Data Sources
- Unstructured
- Structured
- Semi-structured
By Type of Knowledge Graphs
- Context-Rich Knowledge Graphs
- External-Sensing Knowledge Graphs
- Natural Language Processing (NLP) Knowledge Graphs
By Type of Tasks
- Link Prediction
- Entity Resolution
- Link-based Clustering
By End-use Industry
- Banking Financial Service and Insurance (BFSI)
- Healthcare
- Manufacturing
- E-commerce
- Government
- Others
By Geography
- North America
- US
- Canada
- Mexico
- Rest of North America
- Europe
- France
- The UK
- Spain
- Germany
- Italy
- Nordic Countries
- Denmark
- Finland
- Iceland
- Sweden
- Norway
- Benelux Union
- Belgium
- The Netherlands
- Luxembourg
- Rest of Europe
- Asia Pacific
- China
- Japan
- India
- New Zealand
- Australia
- South Korea
- Southeast Asia
- Indonesia
- Thailand
- Malaysia
- Singapore
- Rest of Southeast Asia
- Rest of Asia Pacific
- Middle East and Africa
- Saudi Arabia
- UAE
- Egypt
- Kuwait
- South Africa
- Rest of Middle East & Africa
- Latin America
- Brazil
- Argentina
- Rest of Latin America
Table of Contents
1. Market Scope
1.1. Market
Segmentation
1.2. Years
Considered
1.2.1. Historic
Years: 2013 - 2017
1.2.2. Base
Year: 2018
1.2.3. Forecast
Years: 2019 – 2027
2. Key Target Audiences
3. Research Methodology
3.1. Primary
Research
3.1.1. Research
Questionnaire
3.1.2. Global
Percentage Breakdown
3.1.3. Primary
Interviews: Key Opinion Leaders (KOLs)
3.2. Secondary
Research
3.2.1. Paid
Databases
3.2.2. Secondary
Sources
3.3. Market
Size Estimates
3.3.1. Top-Down
Approach
3.3.2. Bottom-Up
Approach
3.4. Data
Triangulation Methodology
3.5. Research
Assumptions
4. Recommendations and Insights from AMI’s Perspective**
5. Holistic Overview of Semantic Knowledge Graphing Market
6. Market Synopsis:
Semantic Knowledge Graphing Market
7. Semantic Knowledge Graphing Market Analysis: Qualitative
Perspective
7.1. Introduction
7.1.1. Product
Definition
7.1.2. Industry
Development
7.2. Market Dynamics
7.2.1. Drivers
7.2.2. Restraints
7.2.3. Opportunities
7.2.4. Challenges
7.3. Trends in
Semantic Knowledge Graphing Market
7.4. Market
Determinants Radar Chart
7.5. Macro-Economic
and Micro-Economic Indicators: Semantic Knowledge Graphing Market
7.6. Industry
Gross Margin Overview
7.7. Porter’s
Five Force Analysis
7.8. PESTEL
Analysis
7.9. Value
Chain Analysis
8. Global Semantic Knowledge Graphing Market Analysis and
Forecasts, 2019 – 2027
8.1. Overview
8.1.1. Global
Semantic Knowledge Graphing Market Revenue (US$ Mn)
8.2. Global
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By Type of
Data Sources
8.2.1. Unstructured
8.2.1.1. Definition
8.2.1.2. Market Estimation and Penetration, 2013 – 2018
8.2.1.3. Market Forecast, 2019 – 2027
8.2.1.4. Compound Annual Growth Rate (CAGR)
8.2.1.5. Regional Bifurcation
8.2.1.5.1. North America
8.2.1.5.1.1. Market
Estimation, 2013 – 2018
8.2.1.5.1.2. Market
Forecast, 2019 – 2027
8.2.1.5.2. Europe
8.2.1.5.2.1. Market
Estimation, 2013 – 2018
8.2.1.5.2.2. Market
Forecast, 2019 – 2027
8.2.1.5.3. Asia Pacific
8.2.1.5.3.1. Market
Estimation, 2013 – 2018
8.2.1.5.3.2. Market
Forecast, 2019 – 2027
8.2.1.5.4. Middle East and Africa
8.2.1.5.4.1. Market
Estimation, 2013 – 2018
8.2.1.5.4.2. Market
Forecast, 2019 – 2027
8.2.1.5.5. Latin America
8.2.1.5.5.1. Market
Estimation, 2013 – 2018
8.2.1.5.5.2. Market
Forecast, 2019 – 2027
8.2.2. Structured
8.2.2.1. Definition
8.2.2.2. Market Estimation and Penetration, 2013 – 2018
8.2.2.3. Market Forecast, 2019 – 2027
8.2.2.4. Compound Annual Growth Rate (CAGR)
8.2.2.5. Regional Bifurcation
8.2.2.5.1. North America
8.2.2.5.1.1. Market
Estimation, 2013 – 2018
8.2.2.5.1.2. Market
Forecast, 2019 – 2027
8.2.2.5.2. Europe
8.2.2.5.2.1. Market
Estimation, 2013 – 2018
8.2.2.5.2.2. Market
Forecast, 2019 – 2027
8.2.2.5.3. Asia Pacific
8.2.2.5.3.1. Market
Estimation, 2013 – 2018
8.2.2.5.3.2. Market
Forecast, 2019 – 2027
8.2.2.5.4. Middle East and Africa
8.2.2.5.4.1. Market
Estimation, 2013 – 2018
8.2.2.5.4.2. Market
Forecast, 2019 – 2027
8.2.2.5.5. Latin America
8.2.2.5.5.1. Market
Estimation, 2013 – 2018
8.2.2.5.5.2. Market
Forecast, 2019 – 2027
8.2.3. Semi-structured
8.2.3.1. Definition
8.2.3.2. Market Estimation and Penetration, 2013 – 2018
8.2.3.3. Market Forecast, 2019 – 2027
8.2.3.4. Compound Annual Growth Rate (CAGR)
8.2.3.5. Regional Bifurcation
8.2.3.5.1. North America
8.2.3.5.1.1. Market
Estimation, 2013 – 2018
8.2.3.5.1.2. Market
Forecast, 2019 – 2027
8.2.3.5.2. Europe
8.2.3.5.2.1. Market
Estimation, 2013 – 2018
8.2.3.5.2.2. Market
Forecast, 2019 – 2027
8.2.3.5.3. Asia Pacific
8.2.3.5.3.1. Market
Estimation, 2013 – 2018
8.2.3.5.3.2. Market
Forecast, 2019 – 2027
8.2.3.5.4. Middle East and Africa
8.2.3.5.4.1. Market
Estimation, 2013 – 2018
8.2.3.5.4.2. Market
Forecast, 2019 – 2027
8.2.3.5.5. Latin America
8.2.3.5.5.1. Market
Estimation, 2013 – 2018
8.2.3.5.5.2. Market
Forecast, 2019 – 2027
8.3. Key
Segment for Channeling Investments
8.3.1. By Type
of Data Sources
9. Global Semantic Knowledge Graphing Market Analysis and Forecasts,
2019 – 2027
9.1. Overview
9.2. Global
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By Type of
Knowledge Graphs
9.2.1. Context-Rich
Knowledge Graphs
9.2.1.1. Definition
9.2.1.2. Market Estimation and Penetration, 2013 – 2018
9.2.1.3. Market Forecast, 2019 – 2027
9.2.1.4. Compound Annual Growth Rate (CAGR)
9.2.1.5. Regional Bifurcation
9.2.1.5.1. North America
9.2.1.5.1.1. Market
Estimation, 2013 – 2018
9.2.1.5.1.2. Market
Forecast, 2019 – 2027
9.2.1.5.2. Europe
9.2.1.5.2.1. Market
Estimation, 2013 – 2018
9.2.1.5.2.2. Market
Forecast, 2019 – 2027
9.2.1.5.3. Asia Pacific
9.2.1.5.3.1. Market
Estimation, 2013 – 2018
9.2.1.5.3.2. Market
Forecast, 2019 – 2027
9.2.1.5.4. Middle East and Africa
9.2.1.5.4.1. Market
Estimation, 2013 – 2018
9.2.1.5.4.2. Market
Forecast, 2019 – 2027
9.2.1.5.5. Latin America
9.2.1.5.5.1. Market
Estimation, 2013 – 2018
9.2.1.5.5.2. Market
Forecast, 2019 – 2027
9.2.2. External-Sensing
Knowledge Graphs
9.2.2.1. Definition
9.2.2.2. Market Estimation and Penetration, 2013 – 2018
9.2.2.3. Market Forecast, 2019 – 2027
9.2.2.4. Compound Annual Growth Rate (CAGR)
9.2.2.5. Regional Bifurcation
9.2.2.5.1. North America
9.2.2.5.1.1. Market
Estimation, 2013 – 2018
9.2.2.5.1.2. Market
Forecast, 2019 – 2027
9.2.2.5.2. Europe
9.2.2.5.2.1. Market
Estimation, 2013 – 2018
9.2.2.5.2.2. Market
Forecast, 2019 – 2027
9.2.2.5.3. Asia Pacific
9.2.2.5.3.1. Market
Estimation, 2013 – 2018
9.2.2.5.3.2. Market
Forecast, 2019 – 2027
9.2.2.5.4. Middle East and Africa
9.2.2.5.4.1. Market
Estimation, 2013 – 2018
9.2.2.5.4.2. Market
Forecast, 2019 – 2027
9.2.2.5.5. Latin America
9.2.2.5.5.1. Market
Estimation, 2013 – 2018
9.2.2.5.5.2. Market
Forecast, 2019 – 2027
9.2.3. Natural
Language Processing (NLP) Knowledge Graphs
9.2.3.1. Definition
9.2.3.2. Market Estimation and Penetration, 2013 – 2018
9.2.3.3. Market Forecast, 2019 – 2027
9.2.3.4. Compound Annual Growth Rate (CAGR)
9.2.3.5. Regional Bifurcation
9.2.3.5.1. North America
9.2.3.5.1.1. Market
Estimation, 2013 – 2018
9.2.3.5.1.2. Market
Forecast, 2019 – 2027
9.2.3.5.2. Europe
9.2.3.5.2.1. Market
Estimation, 2013 – 2018
9.2.3.5.2.2. Market
Forecast, 2019 – 2027
9.2.3.5.3. Asia Pacific
9.2.3.5.3.1. Market
Estimation, 2013 – 2018
9.2.3.5.3.2. Market
Forecast, 2019 – 2027
9.2.3.5.4. Middle East and Africa
9.2.3.5.4.1. Market
Estimation, 2013 – 2018
9.2.3.5.4.2. Market
Forecast, 2019 – 2027
9.2.3.5.5. Latin America
9.2.3.5.5.1. Market
Estimation, 2013 – 2018
9.2.3.5.5.2. Market
Forecast, 2019 – 2027
9.3. Key
Segment for Channeling Investments
9.3.1. By Type
of Knowledge Graphs
10. Global Semantic Knowledge Graphing Market Analysis and
Forecasts, 2019 – 2027
10.1. Overview
10.2. Global
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By Type of
Tasks
10.2.1. Link
Prediction
10.2.1.1. Definition
10.2.1.2. Market Estimation and Penetration, 2013 – 2018
10.2.1.3. Market Forecast, 2019 – 2027
10.2.1.4. Compound Annual Growth Rate (CAGR)
10.2.1.5. Regional Bifurcation
10.2.1.5.1. North America
10.2.1.5.1.1. Market
Estimation, 2013 – 2018
10.2.1.5.1.2. Market
Forecast, 2019 – 2027
10.2.1.5.2. Europe
10.2.1.5.2.1. Market
Estimation, 2013 – 2018
10.2.1.5.2.2. Market
Forecast, 2019 – 2027
10.2.1.5.3. Asia Pacific
10.2.1.5.3.1. Market
Estimation, 2013 – 2018
10.2.1.5.3.2. Market
Forecast, 2019 – 2027
10.2.1.5.4. Middle East and Africa
10.2.1.5.4.1. Market
Estimation, 2013 – 2018
10.2.1.5.4.2. Market
Forecast, 2019 – 2027
10.2.1.5.5. Latin America
10.2.1.5.5.1. Market
Estimation, 2013 – 2018
10.2.1.5.5.2. Market
Forecast, 2019 – 2027
10.2.2. Entity
Resolution
10.2.2.1. Definition
10.2.2.2. Market Estimation and Penetration, 2013 – 2018
10.2.2.3. Market Forecast, 2019 – 2027
10.2.2.4. Compound Annual Growth Rate (CAGR)
10.2.2.5. Regional Bifurcation
10.2.2.5.1. North America
10.2.2.5.1.1. Market
Estimation, 2013 – 2018
10.2.2.5.1.2. Market
Forecast, 2019 – 2027
10.2.2.5.2. Europe
10.2.2.5.2.1. Market
Estimation, 2013 – 2018
10.2.2.5.2.2. Market
Forecast, 2019 – 2027
10.2.2.5.3. Asia Pacific
10.2.2.5.3.1. Market
Estimation, 2013 – 2018
10.2.2.5.3.2. Market
Forecast, 2019 – 2027
10.2.2.5.4. Middle East and Africa
10.2.2.5.4.1. Market
Estimation, 2013 – 2018
10.2.2.5.4.2. Market
Forecast, 2019 – 2027
10.2.2.5.5. Latin America
10.2.2.5.5.1. Market
Estimation, 2013 – 2018
10.2.2.5.5.2. Market
Forecast, 2019 – 2027
10.2.3. Link-based
Clustering
10.2.3.1. Definition
10.2.3.2. Market Estimation and Penetration, 2013 – 2018
10.2.3.3. Market Forecast, 2019 – 2027
10.2.3.4. Compound Annual Growth Rate (CAGR)
10.2.3.5. Regional Bifurcation
10.2.3.5.1. North America
10.2.3.5.1.1. Market
Estimation, 2013 – 2018
10.2.3.5.1.2. Market
Forecast, 2019 – 2027
10.2.3.5.2. Europe
10.2.3.5.2.1. Market
Estimation, 2013 – 2018
10.2.3.5.2.2. Market
Forecast, 2019 – 2027
10.2.3.5.3. Asia Pacific
10.2.3.5.3.1. Market
Estimation, 2013 – 2018
10.2.3.5.3.2. Market
Forecast, 2019 – 2027
10.2.3.5.4. Middle East and Africa
10.2.3.5.4.1. Market
Estimation, 2013 – 2018
10.2.3.5.4.2. Market
Forecast, 2019 – 2027
10.2.3.5.5. Latin America
10.2.3.5.5.1. Market
Estimation, 2013 – 2018
10.2.3.5.5.2. Market
Forecast, 2019 – 2027
10.3. Key
Segment for Channeling Investments
10.3.1. By Type
of Tasks
11. Global Semantic Knowledge Graphing Market Analysis and
Forecasts, 2019 – 2027
11.1. Overview
11.2. Global
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By End-use
Industry
11.2.1. Banking
Financial Service and Insurance (BFSI)
11.2.1.1. Definition
11.2.1.2. Market Estimation and Penetration, 2013 – 2018
11.2.1.3. Market Forecast, 2019 – 2027
11.2.1.4. Compound Annual Growth Rate (CAGR)
11.2.1.5. Regional Bifurcation
11.2.1.5.1. North America
11.2.1.5.1.1. Market
Estimation, 2013 – 2018
11.2.1.5.1.2. Market
Forecast, 2019 – 2027
11.2.1.5.2. Europe
11.2.1.5.2.1. Market
Estimation, 2013 – 2018
11.2.1.5.2.2. Market
Forecast, 2019 – 2027
11.2.1.5.3. Asia Pacific
11.2.1.5.3.1. Market
Estimation, 2013 – 2018
11.2.1.5.3.2. Market
Forecast, 2019 – 2027
11.2.1.5.4. Middle East and Africa
11.2.1.5.4.1. Market
Estimation, 2013 – 2018
11.2.1.5.4.2. Market
Forecast, 2019 – 2027
11.2.1.5.5. Latin America
11.2.1.5.5.1. Market
Estimation, 2013 – 2018
11.2.1.5.5.2. Market
Forecast, 2019 – 2027
11.2.2. Healthcare
11.2.2.1. Definition
11.2.2.2. Market Estimation and Penetration, 2013 – 2018
11.2.2.3. Market Forecast, 2019 – 2027
11.2.2.4. Compound Annual Growth Rate (CAGR)
11.2.2.5. Regional Bifurcation
11.2.2.5.1. North America
11.2.2.5.1.1. Market
Estimation, 2013 – 2018
11.2.2.5.1.2. Market
Forecast, 2019 – 2027
11.2.2.5.2. Europe
11.2.2.5.2.1. Market
Estimation, 2013 – 2018
11.2.2.5.2.2. Market
Forecast, 2019 – 2027
11.2.2.5.3. Asia Pacific
11.2.2.5.3.1. Market
Estimation, 2013 – 2018
11.2.2.5.3.2. Market
Forecast, 2019 – 2027
11.2.2.5.4. Middle East and Africa
11.2.2.5.4.1. Market
Estimation, 2013 – 2018
11.2.2.5.4.2. Market
Forecast, 2019 – 2027
11.2.2.5.5. Latin America
11.2.2.5.5.1. Market
Estimation, 2013 – 2018
11.2.2.5.5.2. Market
Forecast, 2019 – 2027
11.2.3. Manufacturing
11.2.3.1. Definition
11.2.3.2. Market Estimation and Penetration, 2013 – 2018
11.2.3.3. Market Forecast, 2019 – 2027
11.2.3.4. Compound Annual Growth Rate (CAGR)
11.2.3.5. Regional Bifurcation
11.2.3.5.1. North America
11.2.3.5.1.1. Market
Estimation, 2013 – 2018
11.2.3.5.1.2. Market
Forecast, 2019 – 2027
11.2.3.5.2. Europe
11.2.3.5.2.1. Market
Estimation, 2013 – 2018
11.2.3.5.2.2. Market
Forecast, 2019 – 2027
11.2.3.5.3. Asia Pacific
11.2.3.5.3.1. Market
Estimation, 2013 – 2018
11.2.3.5.3.2. Market
Forecast, 2019 – 2027
11.2.3.5.4. Middle East and Africa
11.2.3.5.4.1. Market
Estimation, 2013 – 2018
11.2.3.5.4.2. Market
Forecast, 2019 – 2027
11.2.3.5.5. Latin America
11.2.3.5.5.1. Market
Estimation, 2013 – 2018
11.2.3.5.5.2. Market
Forecast, 2019 – 2027
11.2.4. E-commerce
11.2.4.1. Definition
11.2.4.2. Market Estimation and Penetration, 2013 – 2018
11.2.4.3. Market Forecast, 2019 – 2027
11.2.4.4. Compound Annual Growth Rate (CAGR)
11.2.4.5. Regional Bifurcation
11.2.4.5.1. North America
11.2.4.5.1.1. Market
Estimation, 2013 – 2018
11.2.4.5.1.2. Market
Forecast, 2019 – 2027
11.2.4.5.2. Europe
11.2.4.5.2.1. Market
Estimation, 2013 – 2018
11.2.4.5.2.2. Market
Forecast, 2019 – 2027
11.2.4.5.3. Asia Pacific
11.2.4.5.3.1. Market
Estimation, 2013 – 2018
11.2.4.5.3.2. Market
Forecast, 2019 – 2027
11.2.4.5.4. Middle East and Africa
11.2.4.5.4.1. Market
Estimation, 2013 – 2018
11.2.4.5.4.2. Market
Forecast, 2019 – 2027
11.2.4.5.5. Latin America
11.2.4.5.5.1. Market
Estimation, 2013 – 2018
11.2.4.5.5.2. Market
Forecast, 2019 – 2027
11.2.5. Government
11.2.5.1. Definition
11.2.5.2. Market Estimation and Penetration, 2013 – 2018
11.2.5.3. Market Forecast, 2019 – 2027
11.2.5.4. Compound Annual Growth Rate (CAGR)
11.2.5.5. Regional Bifurcation
11.2.5.5.1. North America
11.2.5.5.1.1. Market
Estimation, 2013 – 2018
11.2.5.5.1.2. Market
Forecast, 2019 – 2027
11.2.5.5.2. Europe
11.2.5.5.2.1. Market
Estimation, 2013 – 2018
11.2.5.5.2.2. Market
Forecast, 2019 – 2027
11.2.5.5.3. Asia Pacific
11.2.5.5.3.1. Market
Estimation, 2013 – 2018
11.2.5.5.3.2. Market
Forecast, 2019 – 2027
11.2.5.5.4. Middle East and Africa
11.2.5.5.4.1. Market
Estimation, 2013 – 2018
11.2.5.5.4.2. Market
Forecast, 2019 – 2027
11.2.5.5.5. Latin America
11.2.5.5.5.1. Market
Estimation, 2013 – 2018
11.2.5.5.5.2. Market
Forecast, 2019 – 2027
11.2.6. Others
11.2.6.1. Definition
11.2.6.2. Market Estimation and Penetration, 2013 – 2018
11.2.6.3. Market Forecast, 2019 – 2027
11.2.6.4. Compound Annual Growth Rate (CAGR)
11.2.6.5. Regional Bifurcation
11.2.6.5.1. North America
11.2.6.5.1.1. Market
Estimation, 2013 – 2018
11.2.6.5.1.2. Market
Forecast, 2019 – 2027
11.2.6.5.2. Europe
11.2.6.5.2.1. Market
Estimation, 2013 – 2018
11.2.6.5.2.2. Market
Forecast, 2019 – 2027
11.2.6.5.3. Asia Pacific
11.2.6.5.3.1. Market
Estimation, 2013 – 2018
11.2.6.5.3.2. Market
Forecast, 2019 – 2027
11.2.6.5.4. Middle East and Africa
11.2.6.5.4.1. Market
Estimation, 2013 – 2018
11.2.6.5.4.2. Market
Forecast, 2019 – 2027
11.2.6.5.5. Latin America
11.2.6.5.5.1. Market
Estimation, 2013 – 2018
11.2.6.5.5.2. Market
Forecast, 2019 – 2027
11.3. Key
Segment for Channeling Investments
11.3.1. By
End-use Industry
12. North America Semantic Knowledge Graphing Market Analysis and
Forecasts, 2019 - 2027
12.1. Overview
12.1.1. North
America Semantic Knowledge Graphing Market Revenue (US$ Mn)
12.2. North
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Data Sources
12.2.1. Unstructured
12.2.2. Structured
12.2.3. Semi-structured
12.3. North
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Knowledge Graphs
12.3.1. Context-Rich
Knowledge Graphs
12.3.2. External-Sensing
Knowledge Graphs
12.3.3. Natural
Language Processing (NLP) Knowledge Graphs
12.4. North
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Tasks
12.4.1. Link
Prediction
12.4.2. Entity
Resolution
12.4.3. Link-based
Clustering
12.5. North
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
End-use Industry
12.5.1. Banking
Financial Service and Insurance (BFSI)
12.5.2. Healthcare
12.5.3. Manufacturing
12.5.4. E-commerce
12.5.5. Government
12.5.6. Others
12.6. North
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Country
12.6.1. U.S
12.6.1.1. U.S Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
12.6.1.1.1. Unstructured
12.6.1.1.2. Structured
12.6.1.1.3. Semi-structured
12.6.1.2. U.S Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
12.6.1.2.1. Context-Rich Knowledge Graphs
12.6.1.2.2. External-Sensing Knowledge Graphs
12.6.1.2.3. Natural Language Processing (NLP) Knowledge Graphs
12.6.1.3. U.S Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts,
By Type of Tasks
12.6.1.3.1. Link Prediction
12.6.1.3.2. Entity Resolution
12.6.1.3.3. Link-based Clustering
12.6.1.4. U.S Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
12.6.1.4.1. Banking Financial Service and Insurance (BFSI)
12.6.1.4.2. Healthcare
12.6.1.4.3. Manufacturing
12.6.1.4.4. E-commerce
12.6.1.4.5. Government
12.6.1.4.6. Others
12.6.2. Canada
12.6.2.1. Canada Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
12.6.2.1.1. Unstructured
12.6.2.1.2. Structured
12.6.2.1.3. Semi-structured
12.6.2.2. Canada Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
12.6.2.2.1. Context-Rich Knowledge Graphs
12.6.2.2.2. External-Sensing Knowledge Graphs
12.6.2.2.3. Natural Language Processing (NLP) Knowledge Graphs
12.6.2.3. Canada Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
12.6.2.3.1. Link Prediction
12.6.2.3.2. Entity Resolution
12.6.2.3.3. Link-based Clustering
12.6.2.4. Canada Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
12.6.2.4.1. Banking Financial Service and Insurance (BFSI)
12.6.2.4.2. Healthcare
12.6.2.4.3. Manufacturing
12.6.2.4.4. E-commerce
12.6.2.4.5. Government
12.6.2.4.6. Others
12.6.3. Mexico
12.6.3.1. Mexico Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
12.6.3.1.1. Unstructured
12.6.3.1.2. Structured
12.6.3.1.3. Semi-structured
12.6.3.2. Mexico Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
12.6.3.2.1. Context-Rich Knowledge Graphs
12.6.3.2.2. External-Sensing Knowledge Graphs
12.6.3.2.3. Natural Language Processing (NLP) Knowledge Graphs
12.6.3.3. Mexico Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
12.6.3.3.1. Link Prediction
12.6.3.3.2. Entity Resolution
12.6.3.3.3. Link-based Clustering
12.6.3.4. Mexico Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
12.6.3.4.1. Banking Financial Service and Insurance (BFSI)
12.6.3.4.2. Healthcare
12.6.3.4.3. Manufacturing
12.6.3.4.4. E-commerce
12.6.3.4.5. Government
12.6.3.4.6. Others
12.6.4. Rest of
North America
12.6.4.1. Rest of North America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Data Sources
12.6.4.1.1. Unstructured
12.6.4.1.2. Structured
12.6.4.1.3. Semi-structured
12.6.4.2. Rest of North America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Knowledge Graphs
12.6.4.2.1. Context-Rich Knowledge Graphs
12.6.4.2.2. External-Sensing Knowledge Graphs
12.6.4.2.3. Natural Language Processing (NLP) Knowledge Graphs
12.6.4.3. Rest of North America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Tasks
12.6.4.3.1. Link Prediction
12.6.4.3.2. Entity Resolution
12.6.4.3.3. Link-based Clustering
12.6.4.4. Rest of North America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By End-use Industry
12.6.4.4.1. Banking Financial Service and Insurance (BFSI)
12.6.4.4.2. Healthcare
12.6.4.4.3. Manufacturing
12.6.4.4.4. E-commerce
12.6.4.4.5. Government
12.6.4.4.6. Others
12.7. Key
Segment for Channeling Investments
12.7.1. By
Country
12.7.2. By Type
of Data Sources
12.7.3. By Type
of Knowledge Graphs
12.7.4. By Type
of Tasks
12.7.5. By
End-use Industry
13. Europe Semantic Knowledge Graphing Market Analysis and
Forecasts, 2019 - 2027
13.1. Overview
13.1.1. Europe
Semantic Knowledge Graphing Market Revenue (US$ Mn)
13.2. Europe
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By Type of
Data Sources
13.2.1. Unstructured
13.2.2. Structured
13.2.3. Semi-structured
13.3. Europe
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By Type of
Knowledge Graphs
13.3.1. Context-Rich
Knowledge Graphs
13.3.2. External-Sensing
Knowledge Graphs
13.3.3. Natural
Language Processing (NLP) Knowledge Graphs
13.4. Europe
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By Type of
Tasks
13.4.1. Link
Prediction
13.4.2. Entity
Resolution
13.4.3. Link-based
Clustering
13.5. Europe
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By End-use
Industry
13.5.1. Banking
Financial Service and Insurance (BFSI)
13.5.2. Healthcare
13.5.3. Manufacturing
13.5.4. E-commerce
13.5.5. Government
13.5.6. Others
13.6. Europe
Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By Country
13.6.1. France
13.6.1.1. France Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
13.6.1.1.1. Unstructured
13.6.1.1.2. Structured
13.6.1.1.3. Semi-structured
13.6.1.2. France Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
13.6.1.2.1. Context-Rich Knowledge Graphs
13.6.1.2.2. External-Sensing Knowledge Graphs
13.6.1.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.1.3. France Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
13.6.1.3.1. Link Prediction
13.6.1.3.2. Entity Resolution
13.6.1.3.3. Link-based Clustering
13.6.1.4. France Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
13.6.1.4.1. Banking Financial Service and Insurance (BFSI)
13.6.1.4.2. Healthcare
13.6.1.4.3. Manufacturing
13.6.1.4.4. E-commerce
13.6.1.4.5. Government
13.6.1.4.6. Others
13.6.2. The UK
13.6.2.1. The UK Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
13.6.2.1.1. Unstructured
13.6.2.1.2. Structured
13.6.2.1.3. Semi-structured
13.6.2.2. The UK Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
13.6.2.2.1. Context-Rich Knowledge Graphs
13.6.2.2.2. External-Sensing Knowledge Graphs
13.6.2.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.2.3. The UK Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
13.6.2.3.1. Link Prediction
13.6.2.3.2. Entity Resolution
13.6.2.3.3. Link-based Clustering
13.6.2.4. The UK Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
13.6.2.4.1. Banking Financial Service and Insurance (BFSI)
13.6.2.4.2. Healthcare
13.6.2.4.3. Manufacturing
13.6.2.4.4. E-commerce
13.6.2.4.5. Government
13.6.2.4.6. Others
13.6.3. Spain
13.6.3.1. Spain Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
13.6.3.1.1. Unstructured
13.6.3.1.2. Structured
13.6.3.1.3. Semi-structured
13.6.3.2. Spain Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
13.6.3.2.1. Context-Rich Knowledge Graphs
13.6.3.2.2. External-Sensing Knowledge Graphs
13.6.3.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.3.3. Spain Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
13.6.3.3.1. Link Prediction
13.6.3.3.2. Entity Resolution
13.6.3.3.3. Link-based Clustering
13.6.3.4. Spain Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
13.6.3.4.1. Banking Financial Service and Insurance (BFSI)
13.6.3.4.2. Healthcare
13.6.3.4.3. Manufacturing
13.6.3.4.4. E-commerce
13.6.3.4.5. Government
13.6.3.4.6. Others
13.6.4. Germany
13.6.4.1. Germany Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Data Sources
13.6.4.1.1. Unstructured
13.6.4.1.2. Structured
13.6.4.1.3. Semi-structured
13.6.4.2. Germany Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Knowledge Graphs
13.6.4.2.1. Context-Rich Knowledge Graphs
13.6.4.2.2. External-Sensing Knowledge Graphs
13.6.4.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.4.3. Germany Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Tasks
13.6.4.3.1. Link Prediction
13.6.4.3.2. Entity Resolution
13.6.4.3.3. Link-based Clustering
13.6.4.4. Germany Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By End-use Industry
13.6.4.4.1. Banking Financial Service and Insurance (BFSI)
13.6.4.4.2. Healthcare
13.6.4.4.3. Manufacturing
13.6.4.4.4. E-commerce
13.6.4.4.5. Government
13.6.4.4.6. Others
13.6.5. Italy
13.6.5.1. Italy Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
13.6.5.1.1. Unstructured
13.6.5.1.2. Structured
13.6.5.1.3. Semi-structured
13.6.5.2. Italy Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
13.6.5.2.1. Context-Rich Knowledge Graphs
13.6.5.2.2. External-Sensing Knowledge Graphs
13.6.5.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.5.3. Italy Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
13.6.5.3.1. Link Prediction
13.6.5.3.2. Entity Resolution
13.6.5.3.3. Link-based Clustering
13.6.5.4. Italy Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
13.6.5.4.1. Banking Financial Service and Insurance (BFSI)
13.6.5.4.2. Healthcare
13.6.5.4.3. Manufacturing
13.6.5.4.4. E-commerce
13.6.5.4.5. Government
13.6.5.4.6. Others
13.6.6. Nordic
Countries
13.6.6.1. Nordic Countries Semantic Knowledge Graphing Market Revenue
(US$ Mn) and Forecasts, By Type of Data Sources
13.6.6.1.1. Unstructured
13.6.6.1.2. Structured
13.6.6.1.3. Semi-structured
13.6.6.2. Nordic Countries Semantic Knowledge Graphing Market Revenue
(US$ Mn) and Forecasts, By Type of Knowledge Graphs
13.6.6.2.1. Context-Rich Knowledge Graphs
13.6.6.2.2. External-Sensing Knowledge Graphs
13.6.6.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.6.3. Nordic Countries Semantic Knowledge Graphing Market Revenue
(US$ Mn) and Forecasts, By Type of Tasks
13.6.6.3.1. Link Prediction
13.6.6.3.2. Entity Resolution
13.6.6.3.3. Link-based Clustering
13.6.6.4. Nordic Countries Semantic Knowledge Graphing Market Revenue
(US$ Mn) and Forecasts, By End-use Industry
13.6.6.4.1. Banking Financial Service and Insurance (BFSI)
13.6.6.4.2. Healthcare
13.6.6.4.3. Manufacturing
13.6.6.4.4. E-commerce
13.6.6.4.5. Government
13.6.6.4.6. Others
13.6.6.5. Nordic Countries Semantic Knowledge Graphing Market Revenue
(US$ Mn) and Forecasts, By Country
13.6.6.5.1. Denmark
13.6.6.5.2. Finland
13.6.6.5.3. Iceland
13.6.6.5.4. Sweden
13.6.6.5.5. Norway
13.6.7. Benelux
Union
13.6.7.1. Benelux Union Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Data Sources
13.6.7.1.1. Unstructured
13.6.7.1.2. Structured
13.6.7.1.3. Semi-structured
13.6.7.2. Benelux Union Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Knowledge Graphs
13.6.7.2.1. Context-Rich Knowledge Graphs
13.6.7.2.2. External-Sensing Knowledge Graphs
13.6.7.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.7.3. Benelux Union Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Tasks
13.6.7.3.1. Link Prediction
13.6.7.3.2. Entity Resolution
13.6.7.3.3. Link-based Clustering
13.6.7.4. Benelux Union Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By End-use Industry
13.6.7.4.1. Banking Financial Service and Insurance (BFSI)
13.6.7.4.2. Healthcare
13.6.7.4.3. Manufacturing
13.6.7.4.4. E-commerce
13.6.7.4.5. Government
13.6.7.4.6. Others
13.6.7.5. Benelux Union Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Country
13.6.7.5.1. Belgium
13.6.7.5.2. The Netherlands
13.6.7.5.3. Luxembourg
13.6.8. Rest of
Europe
13.6.8.1. Rest of Europe Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Data Sources
13.6.8.1.1. Unstructured
13.6.8.1.2. Structured
13.6.8.1.3. Semi-structured
13.6.8.2. Rest of Europe Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Knowledge Graphs
13.6.8.2.1. Context-Rich Knowledge Graphs
13.6.8.2.2. External-Sensing Knowledge Graphs
13.6.8.2.3. Natural Language Processing (NLP) Knowledge Graphs
13.6.8.3. Rest of Europe Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Tasks
13.6.8.3.1. Link Prediction
13.6.8.3.2. Entity Resolution
13.6.8.3.3. Link-based Clustering
13.6.8.4. Rest of Europe Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By End-use Industry
13.6.8.4.1. Banking Financial Service and Insurance (BFSI)
13.6.8.4.2. Healthcare
13.6.8.4.3. Manufacturing
13.6.8.4.4. E-commerce
13.6.8.4.5. Government
13.6.8.4.6. Others
13.7. Key
Segment for Channeling Investments
13.7.1. By
Country
13.7.2. By Type
of Data Sources
13.7.3. By Type
of Knowledge Graphs
13.7.4. By Type
of Tasks
13.7.5. By
End-use Industry
14. Asia Pacific Semantic Knowledge Graphing Market Analysis and
Forecasts, 2019 - 2027
14.1. Overview
14.1.1. Asia
Pacific Semantic Knowledge Graphing Market Revenue (US$ Mn)
14.2. Asia
Pacific Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Data Sources
14.2.1. Unstructured
14.2.2. Structured
14.2.3. Semi-structured
14.3. Asia
Pacific Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Knowledge Graphs
14.3.1. Context-Rich
Knowledge Graphs
14.3.2. External-Sensing
Knowledge Graphs
14.3.3. Natural
Language Processing (NLP) Knowledge Graphs
14.4. Asia
Pacific Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Tasks
14.4.1. Link
Prediction
14.4.2. Entity
Resolution
14.4.3. Link-based
Clustering
14.5. Asia
Pacific Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
End-use Industry
14.5.1. Banking
Financial Service and Insurance (BFSI)
14.5.2. Healthcare
14.5.3. Manufacturing
14.5.4. E-commerce
14.5.5. Government
14.5.6. Others
14.6. Asia
Pacific Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Country
14.6.1. China
14.6.1.1. China Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
14.6.1.1.1. Unstructured
14.6.1.1.2. Structured
14.6.1.1.3. Semi-structured
14.6.1.2. China Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
14.6.1.2.1. Context-Rich Knowledge Graphs
14.6.1.2.2. External-Sensing Knowledge Graphs
14.6.1.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.1.3. China Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
14.6.1.3.1. Link Prediction
14.6.1.3.2. Entity Resolution
14.6.1.3.3. Link-based Clustering
14.6.1.4. China Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts,
By End-use Industry
14.6.1.4.1. Banking Financial Service and Insurance (BFSI)
14.6.1.4.2. Healthcare
14.6.1.4.3. Manufacturing
14.6.1.4.4. E-commerce
14.6.1.4.5. Government
14.6.1.4.6. Others
14.6.2. Japan
14.6.2.1. Japan Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
14.6.2.1.1. Unstructured
14.6.2.1.2. Structured
14.6.2.1.3. Semi-structured
14.6.2.2. Japan Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
14.6.2.2.1. Context-Rich Knowledge Graphs
14.6.2.2.2. External-Sensing Knowledge Graphs
14.6.2.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.2.3. Japan Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
14.6.2.3.1. Link Prediction
14.6.2.3.2. Entity Resolution
14.6.2.3.3. Link-based Clustering
14.6.2.4. Japan Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
14.6.2.4.1. Banking Financial Service and Insurance (BFSI)
14.6.2.4.2. Healthcare
14.6.2.4.3. Manufacturing
14.6.2.4.4. E-commerce
14.6.2.4.5. Government
14.6.2.4.6. Others
14.6.3. India
14.6.3.1. India Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
14.6.3.1.1. Unstructured
14.6.3.1.2. Structured
14.6.3.1.3. Semi-structured
14.6.3.2. India Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
14.6.3.2.1. Context-Rich Knowledge Graphs
14.6.3.2.2. External-Sensing Knowledge Graphs
14.6.3.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.3.3. India Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
14.6.3.3.1. Link Prediction
14.6.3.3.2. Entity Resolution
14.6.3.3.3. Link-based Clustering
14.6.3.4. India Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
14.6.3.4.1. Banking Financial Service and Insurance (BFSI)
14.6.3.4.2. Healthcare
14.6.3.4.3. Manufacturing
14.6.3.4.4. E-commerce
14.6.3.4.5. Government
14.6.3.4.6. Others
14.6.4. New Zealand
14.6.4.1. New Zealand Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Data Sources
14.6.4.1.1. Unstructured
14.6.4.1.2. Structured
14.6.4.1.3. Semi-structured
14.6.4.2. New Zealand Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Knowledge Graphs
14.6.4.2.1. Context-Rich Knowledge Graphs
14.6.4.2.2. External-Sensing Knowledge Graphs
14.6.4.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.4.3. New Zealand Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Tasks
14.6.4.3.1. Link Prediction
14.6.4.3.2. Entity Resolution
14.6.4.3.3. Link-based Clustering
14.6.4.4. New Zealand Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By End-use Industry
14.6.4.4.1. Banking Financial Service and Insurance (BFSI)
14.6.4.4.2. Healthcare
14.6.4.4.3. Manufacturing
14.6.4.4.4. E-commerce
14.6.4.4.5. Government
14.6.4.4.6. Others
14.6.5. Australia
14.6.5.1. Australia Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Data Sources
14.6.5.1.1. Unstructured
14.6.5.1.2. Structured
14.6.5.1.3. Semi-structured
14.6.5.2. Australia Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Knowledge Graphs
14.6.5.2.1. Context-Rich Knowledge Graphs
14.6.5.2.2. External-Sensing Knowledge Graphs
14.6.5.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.5.3. Australia Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Tasks
14.6.5.3.1. Link Prediction
14.6.5.3.2. Entity Resolution
14.6.5.3.3. Link-based Clustering
14.6.5.4. Australia Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By End-use Industry
14.6.5.4.1. Banking Financial Service and Insurance (BFSI)
14.6.5.4.2. Healthcare
14.6.5.4.3. Manufacturing
14.6.5.4.4. E-commerce
14.6.5.4.5. Government
14.6.5.4.6. Others
14.6.6. South
Korea
14.6.6.1. South Korea Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Data Sources
14.6.6.1.1. Unstructured
14.6.6.1.2. Structured
14.6.6.1.3. Semi-structured
14.6.6.2. South Korea Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Knowledge Graphs
14.6.6.2.1. Context-Rich Knowledge Graphs
14.6.6.2.2. External-Sensing Knowledge Graphs
14.6.6.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.6.3. South Korea Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Tasks
14.6.6.3.1. Link Prediction
14.6.6.3.2. Entity Resolution
14.6.6.3.3. Link-based Clustering
14.6.6.4. South Korea Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By End-use Industry
14.6.6.4.1. Banking Financial Service and Insurance (BFSI)
14.6.6.4.2. Healthcare
14.6.6.4.3. Manufacturing
14.6.6.4.4. E-commerce
14.6.6.4.5. Government
14.6.6.4.6. Others
14.6.7. Southeast
Asia
14.6.7.1. Southeast Asia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Data Sources
14.6.7.1.1. Unstructured
14.6.7.1.2. Structured
14.6.7.1.3. Semi-structured
14.6.7.2. Southeast Asia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Knowledge Graphs
14.6.7.2.1. Context-Rich Knowledge Graphs
14.6.7.2.2. External-Sensing Knowledge Graphs
14.6.7.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.7.3. Southeast Asia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Tasks
14.6.7.3.1. Link Prediction
14.6.7.3.2. Entity Resolution
14.6.7.3.3. Link-based Clustering
14.6.7.4. Southeast Asia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By End-use Industry
14.6.7.4.1. Banking Financial Service and Insurance (BFSI)
14.6.7.4.2. Healthcare
14.6.7.4.3. Manufacturing
14.6.7.4.4. E-commerce
14.6.7.4.5. Government
14.6.7.4.6. Others
14.6.7.5. Southeast Asia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Country
14.6.7.5.1. Indonesia
14.6.7.5.2. Thailand
14.6.7.5.3. Malaysia
14.6.7.5.4. Singapore
14.6.7.5.5. Rest of Southeast Asia
14.6.8. Rest of
Asia Pacific
14.6.8.1. Rest of Asia Pacific Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Data Sources
14.6.8.1.1. Unstructured
14.6.8.1.2. Structured
14.6.8.1.3. Semi-structured
14.6.8.2. Rest of Asia Pacific Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Knowledge Graphs
14.6.8.2.1. Context-Rich Knowledge Graphs
14.6.8.2.2. External-Sensing Knowledge Graphs
14.6.8.2.3. Natural Language Processing (NLP) Knowledge Graphs
14.6.8.3. Rest of Asia Pacific Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Tasks
14.6.8.3.1. Link Prediction
14.6.8.3.2. Entity Resolution
14.6.8.3.3. Link-based Clustering
14.6.8.4. Rest of Asia Pacific Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By End-use Industry
14.6.8.4.1. Banking Financial Service and Insurance (BFSI)
14.6.8.4.2. Healthcare
14.6.8.4.3. Manufacturing
14.6.8.4.4. E-commerce
14.6.8.4.5. Government
14.6.8.4.6. Others
14.7. Key
Segment for Channeling Investments
14.7.1. By
Country
14.7.2. By Type
of Data Sources
14.7.3. By Type
of Knowledge Graphs
14.7.4. By Type
of Tasks
14.7.5. By
End-use Industry
15. Middle East and Africa Semantic Knowledge Graphing Market
Analysis and Forecasts, 2019 - 2027
15.1. Overview
15.1.1. Middle
East and Africa Semantic Knowledge Graphing Market Revenue (US$ Mn)
15.2. Middle
East and Africa Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
15.2.1. Unstructured
15.2.2. Structured
15.2.3. Semi-structured
15.3. Middle
East and Africa Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
15.3.1. Context-Rich
Knowledge Graphs
15.3.2. External-Sensing
Knowledge Graphs
15.3.3. Natural
Language Processing (NLP) Knowledge Graphs
15.4. Middle
East and Africa Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
15.4.1. Link
Prediction
15.4.2. Entity
Resolution
15.4.3. Link-based
Clustering
15.5. Middle
East and Africa Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
15.5.1. Banking
Financial Service and Insurance (BFSI)
15.5.2. Healthcare
15.5.3. Manufacturing
15.5.4. E-commerce
15.5.5. Government
15.5.6. Others
15.6. Middle
East and Africa Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Country
15.6.1. Saudi
Arabia
15.6.1.1. Saudi Arabia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Data Sources
15.6.1.1.1. Unstructured
15.6.1.1.2. Structured
15.6.1.1.3. Semi-structured
15.6.1.2. Saudi Arabia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Knowledge Graphs
15.6.1.2.1. Context-Rich Knowledge Graphs
15.6.1.2.2. External-Sensing Knowledge Graphs
15.6.1.2.3. Natural Language Processing (NLP) Knowledge Graphs
15.6.1.3. Saudi Arabia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Tasks
15.6.1.3.1. Link Prediction
15.6.1.3.2. Entity Resolution
15.6.1.3.3. Link-based Clustering
15.6.1.4. Saudi Arabia Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By End-use Industry
15.6.1.4.1. Banking Financial Service and Insurance (BFSI)
15.6.1.4.2. Healthcare
15.6.1.4.3. Manufacturing
15.6.1.4.4. E-commerce
15.6.1.4.5. Government
15.6.1.4.6. Others
15.6.2. UAE
15.6.2.1. UAE Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
15.6.2.1.1. Unstructured
15.6.2.1.2. Structured
15.6.2.1.3. Semi-structured
15.6.2.2. UAE Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
15.6.2.2.1. Context-Rich Knowledge Graphs
15.6.2.2.2. External-Sensing Knowledge Graphs
15.6.2.2.3. Natural Language Processing (NLP) Knowledge Graphs
15.6.2.3. UAE Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
15.6.2.3.1. Link Prediction
15.6.2.3.2. Entity Resolution
15.6.2.3.3. Link-based Clustering
15.6.2.4. UAE Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
15.6.2.4.1. Banking Financial Service and Insurance (BFSI)
15.6.2.4.2. Healthcare
15.6.2.4.3. Manufacturing
15.6.2.4.4. E-commerce
15.6.2.4.5. Government
15.6.2.4.6. Others
15.6.3. Egypt
15.6.3.1. Egypt Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
15.6.3.1.1. Unstructured
15.6.3.1.2. Structured
15.6.3.1.3. Semi-structured
15.6.3.2. Egypt Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
15.6.3.2.1. Context-Rich Knowledge Graphs
15.6.3.2.2. External-Sensing Knowledge Graphs
15.6.3.2.3. Natural Language Processing (NLP) Knowledge Graphs
15.6.3.3. Egypt Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
15.6.3.3.1. Link Prediction
15.6.3.3.2. Entity Resolution
15.6.3.3.3. Link-based Clustering
15.6.3.4. Egypt Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
15.6.3.4.1. Banking Financial Service and Insurance (BFSI)
15.6.3.4.2. Healthcare
15.6.3.4.3. Manufacturing
15.6.3.4.4. E-commerce
15.6.3.4.5. Government
15.6.3.4.6. Others
15.6.4. Kuwait
15.6.4.1. Kuwait Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
15.6.4.1.1. Unstructured
15.6.4.1.2. Structured
15.6.4.1.3. Semi-structured
15.6.4.2. Kuwait Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
15.6.4.2.1. Context-Rich Knowledge Graphs
15.6.4.2.2. External-Sensing Knowledge Graphs
15.6.4.2.3. Natural Language Processing (NLP) Knowledge Graphs
15.6.4.3. Kuwait Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
15.6.4.3.1. Link Prediction
15.6.4.3.2. Entity Resolution
15.6.4.3.3. Link-based Clustering
15.6.4.4. Kuwait Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
15.6.4.4.1. Banking Financial Service and Insurance (BFSI)
15.6.4.4.2. Healthcare
15.6.4.4.3. Manufacturing
15.6.4.4.4. E-commerce
15.6.4.4.5. Government
15.6.4.4.6. Others
15.6.5. South
Africa
15.6.5.1. South Africa Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Data Sources
15.6.5.1.1. Unstructured
15.6.5.1.2. Structured
15.6.5.1.3. Semi-structured
15.6.5.2. South Africa Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Knowledge Graphs
15.6.5.2.1. Context-Rich Knowledge Graphs
15.6.5.2.2. External-Sensing Knowledge Graphs
15.6.5.2.3. Natural Language Processing (NLP) Knowledge Graphs
15.6.5.3. South Africa Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By Type of Tasks
15.6.5.3.1. Link Prediction
15.6.5.3.2. Entity Resolution
15.6.5.3.3. Link-based Clustering
15.6.5.4. South Africa Semantic Knowledge Graphing Market Revenue (US$
Mn) and Forecasts, By End-use Industry
15.6.5.4.1. Banking Financial Service and Insurance (BFSI)
15.6.5.4.2. Healthcare
15.6.5.4.3. Manufacturing
15.6.5.4.4. E-commerce
15.6.5.4.5. Government
15.6.5.4.6. Others
15.6.6. Rest of
Middle East & Africa
15.6.6.1. Rest of Middle East & Africa Semantic Knowledge Graphing
Market Revenue (US$ Mn) and Forecasts, By Type of Data Sources
15.6.6.1.1. Unstructured
15.6.6.1.2. Structured
15.6.6.1.3. Semi-structured
15.6.6.2. Rest of Middle East & Africa Semantic Knowledge Graphing
Market Revenue (US$ Mn) and Forecasts, By Type of Knowledge Graphs
15.6.6.2.1. Context-Rich Knowledge Graphs
15.6.6.2.2. External-Sensing Knowledge Graphs
15.6.6.2.3. Natural Language Processing (NLP) Knowledge Graphs
15.6.6.3. Rest of Middle East & Africa Semantic Knowledge Graphing
Market Revenue (US$ Mn) and Forecasts, By Type of Tasks
15.6.6.3.1. Link Prediction
15.6.6.3.2. Entity Resolution
15.6.6.3.3. Link-based Clustering
15.6.6.4. Rest of Middle East & Africa Semantic Knowledge Graphing
Market Revenue (US$ Mn) and Forecasts, By End-use Industry
15.6.6.4.1. Banking Financial Service and Insurance (BFSI)
15.6.6.4.2. Healthcare
15.6.6.4.3. Manufacturing
15.6.6.4.4. E-commerce
15.6.6.4.5. Government
15.6.6.4.6. Others
15.7. Key
Segment for Channeling Investments
15.7.1. By
Country
15.7.2. By Type
of Data Sources
15.7.3. By Type
of Knowledge Graphs
15.7.4. By Type
of Tasks
15.7.5. By
End-use Industry
16. Latin America Semantic Knowledge Graphing Market Analysis and
Forecasts, 2019 - 2027
16.1. Overview
16.1.1. Latin
America Semantic Knowledge Graphing Market Revenue (US$ Mn)
16.2. Latin
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Data Sources
16.2.1. Unstructured
16.2.2. Structured
16.2.3. Semi-structured
16.3. Latin
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Knowledge Graphs
16.3.1. Context-Rich
Knowledge Graphs
16.3.2. External-Sensing
Knowledge Graphs
16.3.3. Natural
Language Processing (NLP) Knowledge Graphs
16.4. Latin
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Type of Tasks
16.4.1. Link
Prediction
16.4.2. Entity
Resolution
16.4.3. Link-based
Clustering
16.5. Latin
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
End-use Industry
16.5.1. Banking
Financial Service and Insurance (BFSI)
16.5.2. Healthcare
16.5.3. Manufacturing
16.5.4. E-commerce
16.5.5. Government
16.5.6. Others
16.6. Latin
America Semantic Knowledge Graphing Market Revenue (US$ Mn) and Forecasts, By
Country
16.6.1. Brazil
16.6.1.1. Brazil Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Data Sources
16.6.1.1.1. Unstructured
16.6.1.1.2. Structured
16.6.1.1.3. Semi-structured
16.6.1.2. Brazil Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Knowledge Graphs
16.6.1.2.1. Context-Rich Knowledge Graphs
16.6.1.2.2. External-Sensing Knowledge Graphs
16.6.1.2.3. Natural Language Processing (NLP) Knowledge Graphs
16.6.1.3. Brazil Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By Type of Tasks
16.6.1.3.1. Link Prediction
16.6.1.3.2. Entity Resolution
16.6.1.3.3. Link-based Clustering
16.6.1.4. Brazil Semantic Knowledge Graphing Market Revenue (US$ Mn) and
Forecasts, By End-use Industry
16.6.1.4.1. Banking Financial Service and Insurance (BFSI)
16.6.1.4.2. Healthcare
16.6.1.4.3. Manufacturing
16.6.1.4.4. E-commerce
16.6.1.4.5. Government
16.6.1.4.6. Others
16.6.2. Argentina
16.6.2.1. Argentina Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Data Sources
16.6.2.1.1. Unstructured
16.6.2.1.2. Structured
16.6.2.1.3. Semi-structured
16.6.2.2. Argentina Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Knowledge Graphs
16.6.2.2.1. Context-Rich Knowledge Graphs
16.6.2.2.2. External-Sensing Knowledge Graphs
16.6.2.2.3. Natural Language Processing (NLP) Knowledge Graphs
16.6.2.3. Argentina Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By Type of Tasks
16.6.2.3.1. Link Prediction
16.6.2.3.2. Entity Resolution
16.6.2.3.3. Link-based Clustering
16.6.2.4. Argentina Semantic Knowledge Graphing Market Revenue (US$ Mn)
and Forecasts, By End-use Industry
16.6.2.4.1. Banking Financial Service and Insurance (BFSI)
16.6.2.4.2. Healthcare
16.6.2.4.3. Manufacturing
16.6.2.4.4. E-commerce
16.6.2.4.5. Government
16.6.2.4.6. Others
16.6.3. Rest of
Latin America
16.6.3.1. Rest of Latin America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Data Sources
16.6.3.1.1. Unstructured
16.6.3.1.2. Structured
16.6.3.1.3. Semi-structured
16.6.3.2. Rest of Latin America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Knowledge Graphs
16.6.3.2.1. Context-Rich Knowledge Graphs
16.6.3.2.2. External-Sensing Knowledge Graphs
16.6.3.2.3. Natural Language Processing (NLP) Knowledge Graphs
16.6.3.3. Rest of Latin America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By Type of Tasks
16.6.3.3.1. Link Prediction
16.6.3.3.2. Entity Resolution
16.6.3.3.3. Link-based Clustering
16.6.3.4. Rest of Latin America Semantic Knowledge Graphing Market
Revenue (US$ Mn) and Forecasts, By End-use Industry
16.6.3.4.1. Banking Financial Service and Insurance (BFSI)
16.6.3.4.2. Healthcare
16.6.3.4.3. Manufacturing
16.6.3.4.4. E-commerce
16.6.3.4.5. Government
16.6.3.4.6. Others
16.7. Key
Segment for Channeling Investments
16.7.1. By
Country
16.7.2. By Type
of Data Sources
16.7.3. By Type
of Knowledge Graphs
16.7.4. By Type
of Tasks
16.7.5. By
End-use Industry
17. Competitive Benchmarking
17.1. Brand
Benchmarking
17.2. Market
Share Analysis, 2018
17.3. Global
Presence and Growth Strategies
17.3.1. Mergers
and Acquisitions
17.3.2. Product
Launches
17.3.3. Investments
Trends
17.3.4. R&D
Initiatives
18. Player Profiles
18.1. Amazon.com,
Inc.
18.1.1. Company
Details
18.1.2. Company
Overview
18.1.3. Product
Offerings
18.1.4. Key
Developments
18.1.5. Financial
Analysis
18.1.6. SWOT
Analysis
18.1.7. Business
Strategies
18.2. Attivio
18.2.1. Company
Details
18.2.2. Company
Overview
18.2.3. Product
Offerings
18.2.4. Key
Developments
18.2.5. Financial
Analysis
18.2.6. SWOT
Analysis
18.2.7. Business
Strategies
18.3. Baidu,
Inc.
18.3.1. Company
Details
18.3.2. Company
Overview
18.3.3. Product
Offerings
18.3.4. Key
Developments
18.3.5. Financial
Analysis
18.3.6. SWOT
Analysis
18.3.7. Business
Strategies
18.4. Facebook,
Inc.
18.4.1. Company
Details
18.4.2. Company
Overview
18.4.3. Product
Offerings
18.4.4. Key
Developments
18.4.5. Financial
Analysis
18.4.6. SWOT
Analysis
18.4.7. Business
Strategies
18.5. Franz
Inc.
18.5.1. Company
Details
18.5.2. Company
Overview
18.5.3. Product
Offerings
18.5.4. Key
Developments
18.5.5. Financial
Analysis
18.5.6. SWOT
Analysis
18.5.7. Business
Strategies
18.6. Google
LLC
18.6.1. Company
Details
18.6.2. Company
Overview
18.6.3. Product
Offerings
18.6.4. Key
Developments
18.6.5. Financial
Analysis
18.6.6. SWOT
Analysis
18.6.7. Business
Strategies
18.7. Microsoft
Corporation
18.7.1. Company
Details
18.7.2. Company
Overview
18.7.3. Product
Offerings
18.7.4. Key
Developments
18.7.5. Financial
Analysis
18.7.6. SWOT
Analysis
18.7.7. Business
Strategies
18.8. Mitsubishi
Electric Corporation
18.8.1. Company
Details
18.8.2. Company
Overview
18.8.3. Product
Offerings
18.8.4. Key
Developments
18.8.5. Financial
Analysis
18.8.6. SWOT
Analysis
18.8.7. Business
Strategies
18.9. NELL
18.9.1. Company
Details
18.9.2. Company
Overview
18.9.3. Product
Offerings
18.9.4. Key
Developments
18.9.5. Financial
Analysis
18.9.6. SWOT
Analysis
18.9.7. Business
Strategies
18.10. NewWave
Telecom & Technologies
18.10.1. Company
Details
18.10.2. Company
Overview
18.10.3. Product
Offerings
18.10.4. Key
Developments
18.10.5. Financial
Analysis
18.10.6. SWOT
Analysis
18.10.7. Business
Strategies
18.11. Semantic
Web Company GmbH (SWC)
18.11.1. Company
Details
18.11.2. Company
Overview
18.11.3. Product
Offerings
18.11.4. Key
Developments
18.11.5. Financial
Analysis
18.11.6. SWOT
Analysis
18.11.7. Business
Strategies
18.12. YAGO
18.12.1. Company
Details
18.12.2. Company
Overview
18.12.3. Product
Offerings
18.12.4. Key
Developments
18.12.5. Financial
Analysis
18.12.6. SWOT
Analysis
18.12.7. Business
Strategies
18.13. Other
Industry Participants
19. Key Findings
Note: This ToC is tentative
and can be changed according to the research study conducted during the course
of report completion.
**Exclusive for Multi-User and
Enterprise User.
At Absolute Markets Insights, we are engaged in building both global as well as country specific reports. As a result, the approach taken for deriving the estimation and forecast for a specific country is a bit unique and different in comparison to the global research studies. In this case, we not only study the concerned market factors & trends prevailing in a particular country (from secondary research) but we also tend to calculate the actual market size & forecast from the revenue generated from the market participants involved in manufacturing or distributing the any concerned product. These companies can also be service providers. For analyzing any country specifically, we do consider the growth factors prevailing under the states/cities/county for the same. For instance, if we are analyzing an industry specific to United States, we primarily need to study about the states present under the same(where the product/service has the highest growth). Similar analysis will be followed by other countries. Our scope of the report changes with different markets.
Our research study is mainly implement through a mix of both secondary and primary research. Various sources such as industry magazines, trade journals, and government websites and trade associations are reviewed for gathering precise data. Primary interviews are conducted to validate the market size derived from secondary research. Industry experts, major manufacturers and distributors are contacted for further validation purpose on the current market penetration and growth trends.
Prominent participants in our primary research process include:
- Key Opinion Leaders namely the CEOs, CSOs, VPs, purchasing managers, amongst others
- Research and development participants, distributors/suppliers and subject matter experts
Secondary Research includes data extracted from paid data sources:
- Reuters
- Factiva
- Bloomberg
- One Source
- Hoovers
Research Methodology
Key Inclusions
