Global Artificial Intelligence (AI) in Education Market Size, Status and Forecast 2019-2025

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Artificial intelligence (AI) is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals. The increasing adoption of the AI technology for various applications in the education sector and growing need for multilingual translators integrated with the AI technology are expected to drive the growth of the AI in education market. In 2018, the global Artificial Intelligence (AI) in Education market size was xx million US$ and it is expected to reach xx million US$ by the end of 2025, with a CAGR of xx% during 2019-2025. This report focuses on the global Artificial Intelligence (AI) in Education status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Artificial Intelligence (AI) in Education development in United States, Europe and China. The key players covered in this study Google IBM Pearson Microsoft AWS Nuance Cognizant Metacog Quantum Adaptive Learning Querium Third Space Learning Aleks Blackboard BridgeU Carnegie Learning Century Cognii DreamBox Learning Elemental Path Fishtree Jellynote Jenzabar Knewton Luilishuo Market segment by Type, the product can be split into Machine Learning and Deep Learning Natural Language Processing Market segment by Application, split into Virtual Facilitators and Learning Environments Intelligent Tutoring Systems Content Delivery Systems Fraud and Risk Management Market segment by Regions/Countries, this report covers United States Europe China Japan Southeast Asia India Central & South America The study objectives of this report are: To analyze global Artificial Intelligence (AI) in Education status, future forecast, growth opportunity, key market and key players. To present the Artificial Intelligence (AI) in Education development in United States, Europe and China. To strategically profile the key players and comprehensively analyze their development plan and strategies. To define, describe and forecast the market by product type, market and key regions. In this study, the years considered to estimate the market size of Artificial Intelligence (AI) in Education are as follows: History Year: 2014-2018 Base Year: 2018 Estimated Year: 2019 Forecast Year 2019 to 2025 For the data information by region, company, type and application, 2018 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

 

Table of Contents 1 Report Overview 1.1 Study Scope 1.2 Key Market Segments 1.3 Players Covered 1.4 Market Analysis by Type 1.4.1 Global Artificial Intelligence (AI) in Education Market Size Growth Rate by Type (2014-2025) 1.4.2 Machine Learning and Deep Learning 1.4.3 Natural Language Processing 1.5 Market by Application 1.5.1 Global Artificial Intelligence (AI) in Education Market Share by Application (2014-2025) 1.5.2 Virtual Facilitators and Learning Environments 1.5.3 Intelligent Tutoring Systems 1.5.4 Content Delivery Systems 1.5.5 Fraud and Risk Management 1.6 Study Objectives 1.7 Years Considered 2 Global Growth Trends 2.1 Artificial Intelligence (AI) in Education Market Size 2.2 Artificial Intelligence (AI) in Education Growth Trends by Regions 2.2.1 Artificial Intelligence (AI) in Education Market Size by Regions (2014-2025) 2.2.2 Artificial Intelligence (AI) in Education Market Share by Regions (2014-2019) 2.3 Industry Trends 2.3.1 Market Top Trends 2.3.2 Market Drivers 2.3.3 Market Opportunities 3 Market Share by Key Players 3.1 Artificial Intelligence (AI) in Education Market Size by Manufacturers 3.1.1 Global Artificial Intelligence (AI) in Education Revenue by Manufacturers (2014-2019) 3.1.2 Global Artificial Intelligence (AI) in Education Revenue Market Share by Manufacturers (2014-2019) 3.1.3 Global Artificial Intelligence (AI) in Education Market Concentration Ratio (CR5 and HHI) 3.2 Artificial Intelligence (AI) in Education Key Players Head office and Area Served 3.3 Key Players Artificial Intelligence (AI) in Education Product/Solution/Service 3.4 Date of Enter into Artificial Intelligence (AI) in Education Market 3.5 Mergers & Acquisitions, Expansion Plans 4 Breakdown Data by Type and Application 4.1 Global Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) 4.2 Global Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) 5 United States 5.1 United States Artificial Intelligence (AI) in Education Market Size (2014-2019) 5.2 Artificial Intelligence (AI) in Education Key Players in United States 5.3 United States Artificial Intelligence (AI) in Education Market Size by Type 5.4 United States Artificial Intelligence (AI) in Education Market Size by Application 6 Europe 6.1 Europe Artificial Intelligence (AI) in Education Market Size (2014-2019) 6.2 Artificial Intelligence (AI) in Education Key Players in Europe 6.3 Europe Artificial Intelligence (AI) in Education Market Size by Type 6.4 Europe Artificial Intelligence (AI) in Education Market Size by Application 7 China 7.1 China Artificial Intelligence (AI) in Education Market Size (2014-2019) 7.2 Artificial Intelligence (AI) in Education Key Players in China 7.3 China Artificial Intelligence (AI) in Education Market Size by Type 7.4 China Artificial Intelligence (AI) in Education Market Size by Application 8 Japan 8.1 Japan Artificial Intelligence (AI) in Education Market Size (2014-2019) 8.2 Artificial Intelligence (AI) in Education Key Players in Japan 8.3 Japan Artificial Intelligence (AI) in Education Market Size by Type 8.4 Japan Artificial Intelligence (AI) in Education Market Size by Application 9 Southeast Asia 9.1 Southeast Asia Artificial Intelligence (AI) in Education Market Size (2014-2019) 9.2 Artificial Intelligence (AI) in Education Key Players in Southeast Asia 9.3 Southeast Asia Artificial Intelligence (AI) in Education Market Size by Type 9.4 Southeast Asia Artificial Intelligence (AI) in Education Market Size by Application 10 India 10.1 India Artificial Intelligence (AI) in Education Market Size (2014-2019) 10.2 Artificial Intelligence (AI) in Education Key Players in India 10.3 India Artificial Intelligence (AI) in Education Market Size by Type 10.4 India Artificial Intelligence (AI) in Education Market Size by Application 11 Central & South America 11.1 Central & South America Artificial Intelligence (AI) in Education Market Size (2014-2019) 11.2 Artificial Intelligence (AI) in Education Key Players in Central & South America 11.3 Central & South America Artificial Intelligence (AI) in Education Market Size by Type 11.4 Central & South America Artificial Intelligence (AI) in Education Market Size by Application 12 International Players Profiles 12.1 Google 12.1.1 Google Company Details 12.1.2 Company Description and Business Overview 12.1.3 Artificial Intelligence (AI) in Education Introduction 12.1.4 Google Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.1.5 Google Recent Development 12.2 IBM 12.2.1 IBM Company Details 12.2.2 Company Description and Business Overview 12.2.3 Artificial Intelligence (AI) in Education Introduction 12.2.4 IBM Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.2.5 IBM Recent Development 12.3 Pearson 12.3.1 Pearson Company Details 12.3.2 Company Description and Business Overview 12.3.3 Artificial Intelligence (AI) in Education Introduction 12.3.4 Pearson Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.3.5 Pearson Recent Development 12.4 Microsoft 12.4.1 Microsoft Company Details 12.4.2 Company Description and Business Overview 12.4.3 Artificial Intelligence (AI) in Education Introduction 12.4.4 Microsoft Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.4.5 Microsoft Recent Development 12.5 AWS 12.5.1 AWS Company Details 12.5.2 Company Description and Business Overview 12.5.3 Artificial Intelligence (AI) in Education Introduction 12.5.4 AWS Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.5.5 AWS Recent Development 12.6 Nuance 12.6.1 Nuance Company Details 12.6.2 Company Description and Business Overview 12.6.3 Artificial Intelligence (AI) in Education Introduction 12.6.4 Nuance Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.6.5 Nuance Recent Development 12.7 Cognizant 12.7.1 Cognizant Company Details 12.7.2 Company Description and Business Overview 12.7.3 Artificial Intelligence (AI) in Education Introduction 12.7.4 Cognizant Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.7.5 Cognizant Recent Development 12.8 Metacog 12.8.1 Metacog Company Details 12.8.2 Company Description and Business Overview 12.8.3 Artificial Intelligence (AI) in Education Introduction 12.8.4 Metacog Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.8.5 Metacog Recent Development 12.9 Quantum Adaptive Learning 12.9.1 Quantum Adaptive Learning Company Details 12.9.2 Company Description and Business Overview 12.9.3 Artificial Intelligence (AI) in Education Introduction 12.9.4 Quantum Adaptive Learning Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.9.5 Quantum Adaptive Learning Recent Development 12.10 Querium 12.10.1 Querium Company Details 12.10.2 Company Description and Business Overview 12.10.3 Artificial Intelligence (AI) in Education Introduction 12.10.4 Querium Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) 12.10.5 Querium Recent Development 12.11 Third Space Learning 12.12 Aleks 12.13 Blackboard 12.14 BridgeU 12.15 Carnegie Learning 12.16 Century 12.17 Cognii 12.18 DreamBox Learning 12.19 Elemental Path 12.20 Fishtree 12.21 Jellynote 12.22 Jenzabar 12.23 Knewton 12.24 Luilishuo 13 Market Forecast 2019-2025 13.1 Market Size Forecast by Regions 13.2 United States 13.3 Europe 13.4 China 13.5 Japan 13.6 Southeast Asia 13.7 India 13.8 Central & South America 13.9 Market Size Forecast by Product (2019-2025) 13.10 Market Size Forecast by Application (2019-2025) 14 Analyst's Viewpoints/Conclusions 15 Appendix 15.1 Research Methodology 15.1.1 Methodology/Research Approach 15.1.1.1 Research Programs/Design 15.1.1.2 Market Size Estimation 12.1.1.3 Market Breakdown and Data Triangulation 15.1.2 Data Source 15.1.2.1 Secondary Sources 15.1.2.2 Primary Sources 15.2 Disclaimer 15.3 Author Details

List of Tables and Figures Table Artificial Intelligence (AI) in Education Key Market Segments Table Key Players Artificial Intelligence (AI) in Education Covered Table Global Artificial Intelligence (AI) in Education Market Size Growth Rate by Type 2014-2025 (Million US$) Figure Global Artificial Intelligence (AI) in Education Market Size Market Share by Type 2014-2025 Figure Machine Learning and Deep Learning Figures Table Key Players of Machine Learning and Deep Learning Figure Natural Language Processing Figures Table Key Players of Natural Language Processing Table Global Artificial Intelligence (AI) in Education Market Size Growth by Application 2014-2025 (Million US$) Figure Virtual Facilitators and Learning Environments Case Studies Figure Intelligent Tutoring Systems Case Studies Figure Content Delivery Systems Case Studies Figure Fraud and Risk Management Case Studies Figure Artificial Intelligence (AI) in Education Report Years Considered Table Global Artificial Intelligence (AI) in Education Market Size 2014-2025 (Million US$) Figure Global Artificial Intelligence (AI) in Education Market Size and Growth Rate 2014-2025 (Million US$) Table Global Artificial Intelligence (AI) in Education Market Size by Regions 2014-2025 (Million US$) Table Global Artificial Intelligence (AI) in Education Market Size by Regions 2014-2019 (Million US$) Table Global Artificial Intelligence (AI) in Education Market Share by Regions 2014-2019 Figure Global Artificial Intelligence (AI) in Education Market Share by Regions 2014-2019 Figure Global Artificial Intelligence (AI) in Education Market Share by Regions 2019 Table Market Top Trends Table Global Artificial Intelligence (AI) in Education Revenue by Manufacturers (2014-2019) (Million US$) Table Global Artificial Intelligence (AI) in Education Market Share by Manufacturers (2014-2019) Figure Global Artificial Intelligence (AI) in Education Market Share by Manufacturers in 2018 Table Global Artificial Intelligence (AI) in Education Manufacturers Market Concentration Ratio (CR5 and HHI) Table Key Players Head office and Area Served Table Key Players Artificial Intelligence (AI) in Education Product/Solution/Service Table Date of Enter into Artificial Intelligence (AI) in Education Market Table Mergers & Acquisitions, Expansion Plans Table Global Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) (Million US$) Table Global Artificial Intelligence (AI) in Education Market Size Share by Type (2014-2019) Figure Global Artificial Intelligence (AI) in Education Market Size Market Share by Type (2014-2019) Table Global Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table Global Artificial Intelligence (AI) in Education Market Size Share by Application (2014-2019) Figure Global Artificial Intelligence (AI) in Education Market Size Market Share by Application (2014-2019) Figure Global Artificial Intelligence (AI) in Education Revenue Market Share by Application in 2018 Figure United States Artificial Intelligence (AI) in Education Market Size 2014-2019 (Million US$) Table United States Key Players Artificial Intelligence (AI) in Education Revenue (2018-2019) (Million US$) Table United States Key Players Artificial Intelligence (AI) in Education Market Share (2018-2019) Table United States Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) (Million US$) Table United States Artificial Intelligence (AI) in Education Market Share by Type (2014-2019) Table United States Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table United States Artificial Intelligence (AI) in Education Market Share by Application (2014-2019) Figure Europe Artificial Intelligence (AI) in Education Market Size 2014-2019 (Million US$) Table Europe Key Players Artificial Intelligence (AI) in Education Revenue (2018-2019) (Million US$) Table Europe Key Players Artificial Intelligence (AI) in Education Market Share (2018-2019) Table Europe Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) (Million US$) Table Europe Artificial Intelligence (AI) in Education Market Share by Type (2014-2019) Table Europe Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table Europe Artificial Intelligence (AI) in Education Market Share by Application (2014-2019) Figure China Artificial Intelligence (AI) in Education Market Size 2014-2019 (Million US$) Table China Key Players Artificial Intelligence (AI) in Education Revenue (2018-2019) (Million US$) Table China Key Players Artificial Intelligence (AI) in Education Market Share (2018-2019) Table China Artificial Intelligence (AI) in Education Market Size by Type (2014-20189) (Million US$) Table China Artificial Intelligence (AI) in Education Market Share by Type (2014-2019) Table China Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table China Artificial Intelligence (AI) in Education Market Share by Application (2014-2019) Figure Japan Artificial Intelligence (AI) in Education Market Size 2014-2019 (Million US$) Table Japan Key Players Artificial Intelligence (AI) in Education Revenue (2018-2019) (Million US$) Table Japan Key Players Artificial Intelligence (AI) in Education Market Share (2018-2019) Table Japan Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) (Million US$) Table Japan Artificial Intelligence (AI) in Education Market Share by Type (2014-2019) Table Japan Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table Japan Artificial Intelligence (AI) in Education Market Share by Application (2014-2019) Figure Southeast Asia Artificial Intelligence (AI) in Education Market Size 2014-2019 (Million US$) Table Southeast Asia Key Players Artificial Intelligence (AI) in Education Revenue (2018-2019) (Million US$) Table Southeast Asia Key Players Artificial Intelligence (AI) in Education Market Share (2018-2019) Table Southeast Asia Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) (Million US$) Table Southeast Asia Artificial Intelligence (AI) in Education Market Share by Type (2014-2019) Table Southeast Asia Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table Southeast Asia Artificial Intelligence (AI) in Education Market Share by Application (2014-2019) Figure India Artificial Intelligence (AI) in Education Market Size 2014-2019 (Million US$) Table India Key Players Artificial Intelligence (AI) in Education Revenue (2018-2019) (Million US$) Table India Key Players Artificial Intelligence (AI) in Education Market Share (2018-2019) Table India Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) (Million US$) Table India Artificial Intelligence (AI) in Education Market Share by Type (2014-2019) Table India Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table India Artificial Intelligence (AI) in Education Market Share by Application (2014-2019) Figure Central & South America Artificial Intelligence (AI) in Education Market Size 2014-2019 (Million US$) Table Central & South America Key Players Artificial Intelligence (AI) in Education Revenue (2018-2019) (Million US$) Table Central & South America Key Players Artificial Intelligence (AI) in Education Market Share (2018-2019) Table Central & South America Artificial Intelligence (AI) in Education Market Size by Type (2014-2019) (Million US$) Table Central & South America Artificial Intelligence (AI) in Education Market Share by Type (2014-2019) Table Central & South America Artificial Intelligence (AI) in Education Market Size by Application (2014-2019) (Million US$) Table Central & South America Artificial Intelligence (AI) in Education Market Share by Application (2014-2019) Table Google Company Details Table Google Revenue in Artificial Intelligence (AI) in Education Business (2014-2019) (Million US$) Figure Google Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Google Recent Development Table IBM Company Details Table IBM Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure IBM Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table IBM Recent Development Table Pearson Company Details Table Pearson Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure Pearson Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Pearson Recent Development Table Microsoft Company Details Table Microsoft Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure Microsoft Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Microsoft Recent Development Table AWS Company Details Table AWS Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure AWS Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table AWS Recent Development Table Nuance Company Details Table Nuance Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure Nuance Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Nuance Recent Development Table Cognizant Company Details Table Cognizant Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure Cognizant Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Cognizant Recent Development Table Metacog Company Details Table Metacog Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure Metacog Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Metacog Recent Development Table Quantum Adaptive Learning Company Details Table Quantum Adaptive Learning Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure Quantum Adaptive Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Quantum Adaptive Learning Recent Development Table Querium Company Details Table Querium Revenue in Artificial Intelligence (AI) in Education Business (2014-2019)(Million US$) Figure Querium Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2014-2019) Table Querium Recent Development Table Third Space Learning Company Details Table Aleks Company Details Table Blackboard Company Details Table BridgeU Company Details Table Carnegie Learning Company Details Table Century Company Details Table Cognii Company Details Table DreamBox Learning Company Details Table Elemental Path Company Details Table Fishtree Company Details Table Jellynote Company Details Table Jenzabar Company Details Table Knewton Company Details Table Luilishuo Company Details Table Global Artificial Intelligence (AI) in Education Market Size by Regions (Million US$) 2019-2025 Figure Global Artificial Intelligence (AI) in Education Market Size Share by Regions (2019-2025) Figure Global Artificial Intelligence (AI) in Education Market Size Share by Regions in 2025 Figure United States Artificial Intelligence (AI) in Education Market Size Forecast (2019-2025)(Million USD) Figure Europe Artificial Intelligence (AI) in Education Market Size Forecast (2019-2025)(Million USD) Figure China Artificial Intelligence (AI) in Education Market Size Forecast (2019-2025)(Million USD) Figure Japan Artificial Intelligence (AI) in Education Market Size Forecast (2019-2025)(Million USD) Figure Southeast Asia Artificial Intelligence (AI) in Education Market Size Forecast (2019-2025)(Million USD) Figure India Artificial Intelligence (AI) in Education Market Size Forecast (2019-2025)(Million USD) Figure Central & South America Artificial Intelligence (AI) in Education Market Size Forecast (2019-2025)(Million USD) Table Global Artificial Intelligence (AI) in Education Market Size by Product (2019-2025) (Million US$) Figure Global Artificial Intelligence (AI) in Education Market Size by Product (2019-2025) Figure Global Artificial Intelligence (AI) in Education Market Size by Product in 2025 Table Global Artificial Intelligence (AI) in Education Market Size by Application (2019-2025) (Million US$) Figure Global Artificial Intelligence (AI) in Education Market Size by Application (2019-2025) Figure Global Artificial Intelligence (AI) in Education Market Size by Application in 2025 Table Research Programs/Design for This Report Figure Bottom-up and Top-down Approaches for This Report Figure Data Triangulation Table Key Data Information from Secondary Sources Table Key Data Information from Primary Sources

This research study involved the extensive usage of both primary and secondary data sources.  The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. Top-down and bottom-up approaches are used to validate the global market size market and estimate the market size for manufacturers, regions segments, product segments and applications (end users). All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from QYResearch and presented in this report.
 

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.
 

Secondary Sources occupies Approximately 25% of Sources, such as press releases, annual reports, Non-Profit organizations, industry associations, governmental agencies and customs data, and so on; This research study involved the usage of widespread secondary sources; directories; databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), TRADING ECONOMICS, and avention; Investing News Network; statista; Federal Reserve Economic Data; annual reports; BIS Statistics; ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and commercial study of the Light Aircraft market. It was also used to obtain important information about the top players, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.
 

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product manufacturers (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers etc.
 

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end users (product buyers), and related key executives from various key companies and organizations operating in the global market.
 

Primary research was conducted to identify segmentation types, product price range, product applications, key players, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.
 

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