Global Artificial Intelligence (AI) for Telecommunication Market Size study, by Component (Tools, Services), by Application (Traffic Classification, Resource Utilization & Network Optimization, Anomaly Detection, Prediction, Network Orchestration) and Regional Forecasts 2018-2025
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Global Artificial Intelligence (AI) for Telecommunication Market valued approximately USD 651.2 million in 2017 is anticipated to grow with a healthy growth rate of more than 42% over the forecast period 2018-2025. The Artificial Intelligence (AI) for Telecommunication Market is continuously growing in the global scenario at significant pace. Artificial intelligence (AI) is group of methodology that focus on formation of intelligent machines with the help of human intelligence such as visual perception, speech recognition, decision-making, and translation between languages. The main application of artificial intelligence in telecommunications is for network management. The two key technologies that are widely in telecommunication industry are expert systems and machine learning. Transformation of communications service providers to digital service providers, complexity of service offerings demand automation and emergence of fifth generation mobile networks along with internet of things are the substantial driving factors of the market during the forecast period. Moreover, rising focus on AI technologies with upcoming wireless technologies is the major factors that likely to create numerous opportunity in the near future. In addition, Artificial Intelligence (AI) for Telecommunication improve interaction with data coupled with better end-point control are another factors that impelling the growth in the market of Artificial Intelligence (AI) for Telecommunication during the forecast period. However, slow rollout of software-defined networks and network function virtualization and lack of skilled professionals are the factors that limiting the growth of the market across the world.
The regional analysis of Global Artificial Intelligence (AI) for Telecommunication Market is considered for the key regions such as Asia Pacific, North America, Europe, Latin America and Rest of the World. North America is the leading/significant region across the world in terms of market share due to rising R&D in autonomous vehicle, healthcare, cybersecurity and security and presence of access control technologies in the region. Europe is estimated to grow at stable growth rate in the global Artificial Intelligence (AI) for Telecommunication market over the upcoming years. Further, Asia-Pacific anticipated to exhibit higher growth rate / CAGR over the forecast period 2018-2025 owing to rising investment on AI technologies in the region.
The major market player included in this report are:
Atomwise Inc.
Lifegraph
Zebra Medical Vision Inc.
Baidu Inc.
Microsoft Corporation
IBM
The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:
By Component:
Tools
Services
By Application:
Traffic Classification
Resource Utilization & Network Optimization
Anomaly Detection
Prediction
Network Orchestration
By Regions:
North America
U.S.
Canada
Europe
UK
Germany
Asia Pacific
China
India
Japan
Latin America
Brazil
Mexico
Rest of the World
Furthermore, years considered for the study are as follows:
Historical year – 2015, 2016
Base year – 2017
Forecast period – 2018 to 2025
Target Audience of the Global Artificial Intelligence (AI) for Telecommunication Market in Market Study:
Key Consulting Companies & Advisors
Large, medium-sized, and small enterprises
Venture capitalists
Value-Added Resellers (VARs)
Third-party knowledge providers
Investment bankers
Investors
The regional analysis of Global Artificial Intelligence (AI) for Telecommunication Market is considered for the key regions such as Asia Pacific, North America, Europe, Latin America and Rest of the World. North America is the leading/significant region across the world in terms of market share due to rising R&D in autonomous vehicle, healthcare, cybersecurity and security and presence of access control technologies in the region. Europe is estimated to grow at stable growth rate in the global Artificial Intelligence (AI) for Telecommunication market over the upcoming years. Further, Asia-Pacific anticipated to exhibit higher growth rate / CAGR over the forecast period 2018-2025 owing to rising investment on AI technologies in the region.
The major market player included in this report are:
Atomwise Inc.
Lifegraph
Zebra Medical Vision Inc.
Baidu Inc.
Microsoft Corporation
IBM
The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:
By Component:
Tools
Services
By Application:
Traffic Classification
Resource Utilization & Network Optimization
Anomaly Detection
Prediction
Network Orchestration
By Regions:
North America
U.S.
Canada
Europe
UK
Germany
Asia Pacific
China
India
Japan
Latin America
Brazil
Mexico
Rest of the World
Furthermore, years considered for the study are as follows:
Historical year – 2015, 2016
Base year – 2017
Forecast period – 2018 to 2025
Target Audience of the Global Artificial Intelligence (AI) for Telecommunication Market in Market Study:
Key Consulting Companies & Advisors
Large, medium-sized, and small enterprises
Venture capitalists
Value-Added Resellers (VARs)
Third-party knowledge providers
Investment bankers
Investors
CHAPTER 1. EXECUTIVE SUMMARY
1.1. Market Snapshot
1.2. Key Trends
1.3. Global & Segmental Market Estimates & Forecasts, 2015-2025 (USD Million)
1.3.1. Artificial Intelligence (AI) for Telecommunication Market, by Component, 2015-2025 (USD Million)
1.3.2. Artificial Intelligence (AI) for Telecommunication Market, by Application, 2015-2025 (USD Million)
1.3.3. Artificial Intelligence (AI) for Telecommunication Market, by Region, 2015-2025 (USD Million)
1.4. Estimation Methodology
1.5. Research Assumption
CHAPTER 2. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET DEFINITION AND SCOPE
2.1. Objective of the Study
2.2. Market Definition & Scope
2.2.1. Industry Evolution
2.2.2. Scope of the Study
2.3. Years Considered for the Study
2.4. Currency Conversion Rates
CHAPTER 3. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET DYNAMICS
3.1. See Saw Analysis
3.1.1. Market Drivers
3.1.2. Market Challenges
3.1.3. Market Opportunities
CHAPTER 4. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET INDUSTRY ANALYSIS
4.1. Porter’s 5 Force Model
4.1.1. Bargaining Power of Buyers
4.1.2. Bargaining Power of Suppliers
4.1.3. Threat of New Entrants
4.1.4. Threat of Substitutes
4.1.5. Competitive Rivalry
4.1.6. Futuristic Approach to Porter’s 5 Force Model
4.2. PEST Analysis
4.2.1. Political Scenario
4.2.2. Economic Scenario
4.2.3. Social Scenario
4.2.4. Technological Scenario
4.3. Value Chain Analysis
4.3.1. Supplier
4.3.2. Manufacturers/Service Provider
4.3.3. Distributors
4.3.4. End-Users
4.4. Key Buying Criteria
4.5. Regulatory Framework
4.6. Cost Structure Analysis
4.6.1. Raw Material Cost Analysis
4.6.2. Manufacturing Cost Analysis
4.6.3. Labour Cost Analysis
4.7. Investment Vs Adoption Scenario
4.8. Analyst Recommendation & Conclusion
CHAPTER 5. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET, BY COMPONENT
5.1. Market Snapshot
5.2. Market Performance - Potential Model
5.3. Key Market Players
5.4. Artificial Intelligence (AI) for Telecommunication Market, Sub Segment Analysis
5.4.1. Tools
5.4.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
5.4.1.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
5.4.2. Services
5.4.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
5.4.2.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
CHAPTER 6. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET, BY APPLICATION
6.1. Market Snapshot
6.2. Market Performance - Potential Model
6.3. Key Market Players
6.4. Artificial Intelligence (AI) for Telecommunication Market, Sub Segment Analysis
6.4.1. Traffic Classification
6.4.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.1.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.2. Resource Utilization & Network Optimization
6.4.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.2.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.3. Anomaly Detection
6.4.3.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.3.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.4. Prediction
6.4.4.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.4.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.5. Network Orchestration
6.4.5.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.5.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
CHAPTER 7. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET, BY REGIONAL ANALYSIS
7.1. Artificial Intelligence (AI) for Telecommunication Market, Regional Market Snapshot (2015-2025)
7.2. North America Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.2.1. U.S.
7.2.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.2.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.2.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.2.2. Canada
7.2.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.2.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.2.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3. Europe Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.3.1. U.K.
7.3.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.2. Germany
7.3.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.3. France
7.3.3.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.3.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.3.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.4. Rest of Europe
7.3.4.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.4.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.4.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4. Asia Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.4.1. China
7.4.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.2. India
7.4.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.3. Japan
7.4.3.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.3.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.3.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.4. Rest of Asia Pacific
7.4.4.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.4.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.4.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5. Latin America Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.5.1. Brazil
7.5.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.5.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5.2. Mexico
7.5.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.5.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6. Rest of The World
7.6.1. South America
7.6.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.6.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6.2. Middle East and Africa
7.6.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.6.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
CHAPTER 8. COMPETITIVE INTELLIGENCE
8.1. Company Market Share (Subject to Data Availability)
8.2. Top Market Strategies
8.3. Company Profiles
8.3.1. Atomwise Inc.
8.3.1.1. Overview
8.3.1.2. Financial (Subject to Data Availability)
8.3.1.3. Summary
8.3.1.4. Recent Developments
8.3.2. Lifegraph
8.3.3. Zebra Medical Vision Inc.
8.3.4. Baidu Inc.
8.3.5. Microsoft Corporation
8.3.6. IBM
CHAPTER 9. RESEARCH PROCESS
9.1. Research Process
9.1.1. Data Mining
9.1.2. Analysis
9.1.3. Market Estimation
9.1.4. Validation
9.1.5. Publishing
9.1.6. Research Assumption
1.1. Market Snapshot
1.2. Key Trends
1.3. Global & Segmental Market Estimates & Forecasts, 2015-2025 (USD Million)
1.3.1. Artificial Intelligence (AI) for Telecommunication Market, by Component, 2015-2025 (USD Million)
1.3.2. Artificial Intelligence (AI) for Telecommunication Market, by Application, 2015-2025 (USD Million)
1.3.3. Artificial Intelligence (AI) for Telecommunication Market, by Region, 2015-2025 (USD Million)
1.4. Estimation Methodology
1.5. Research Assumption
CHAPTER 2. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET DEFINITION AND SCOPE
2.1. Objective of the Study
2.2. Market Definition & Scope
2.2.1. Industry Evolution
2.2.2. Scope of the Study
2.3. Years Considered for the Study
2.4. Currency Conversion Rates
CHAPTER 3. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET DYNAMICS
3.1. See Saw Analysis
3.1.1. Market Drivers
3.1.2. Market Challenges
3.1.3. Market Opportunities
CHAPTER 4. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET INDUSTRY ANALYSIS
4.1. Porter’s 5 Force Model
4.1.1. Bargaining Power of Buyers
4.1.2. Bargaining Power of Suppliers
4.1.3. Threat of New Entrants
4.1.4. Threat of Substitutes
4.1.5. Competitive Rivalry
4.1.6. Futuristic Approach to Porter’s 5 Force Model
4.2. PEST Analysis
4.2.1. Political Scenario
4.2.2. Economic Scenario
4.2.3. Social Scenario
4.2.4. Technological Scenario
4.3. Value Chain Analysis
4.3.1. Supplier
4.3.2. Manufacturers/Service Provider
4.3.3. Distributors
4.3.4. End-Users
4.4. Key Buying Criteria
4.5. Regulatory Framework
4.6. Cost Structure Analysis
4.6.1. Raw Material Cost Analysis
4.6.2. Manufacturing Cost Analysis
4.6.3. Labour Cost Analysis
4.7. Investment Vs Adoption Scenario
4.8. Analyst Recommendation & Conclusion
CHAPTER 5. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET, BY COMPONENT
5.1. Market Snapshot
5.2. Market Performance - Potential Model
5.3. Key Market Players
5.4. Artificial Intelligence (AI) for Telecommunication Market, Sub Segment Analysis
5.4.1. Tools
5.4.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
5.4.1.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
5.4.2. Services
5.4.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
5.4.2.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
CHAPTER 6. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET, BY APPLICATION
6.1. Market Snapshot
6.2. Market Performance - Potential Model
6.3. Key Market Players
6.4. Artificial Intelligence (AI) for Telecommunication Market, Sub Segment Analysis
6.4.1. Traffic Classification
6.4.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.1.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.2. Resource Utilization & Network Optimization
6.4.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.2.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.3. Anomaly Detection
6.4.3.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.3.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.4. Prediction
6.4.4.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.4.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
6.4.5. Network Orchestration
6.4.5.1. Market estimates & forecasts, 2015-2025 (USD Million)
6.4.5.2. Regional breakdown estimates & forecasts, 2015-2025 (USD Million)
CHAPTER 7. ARTIFICIAL INTELLIGENCE (AI) FOR TELECOMMUNICATION MARKET, BY REGIONAL ANALYSIS
7.1. Artificial Intelligence (AI) for Telecommunication Market, Regional Market Snapshot (2015-2025)
7.2. North America Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.2.1. U.S.
7.2.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.2.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.2.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.2.2. Canada
7.2.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.2.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.2.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3. Europe Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.3.1. U.K.
7.3.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.2. Germany
7.3.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.3. France
7.3.3.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.3.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.3.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.4. Rest of Europe
7.3.4.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.3.4.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.3.4.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4. Asia Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.4.1. China
7.4.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.2. India
7.4.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.3. Japan
7.4.3.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.3.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.3.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.4. Rest of Asia Pacific
7.4.4.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.4.4.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.4.4.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5. Latin America Artificial Intelligence (AI) for Telecommunication Market Snapshot
7.5.1. Brazil
7.5.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.5.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5.2. Mexico
7.5.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.5.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.5.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6. Rest of The World
7.6.1. South America
7.6.1.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.6.1.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6.1.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6.2. Middle East and Africa
7.6.2.1. Market estimates & forecasts, 2015-2025 (USD Million)
7.6.2.2. Component breakdown estimates & forecasts, 2015-2025 (USD Million)
7.6.2.3. Application breakdown estimates & forecasts, 2015-2025 (USD Million)
CHAPTER 8. COMPETITIVE INTELLIGENCE
8.1. Company Market Share (Subject to Data Availability)
8.2. Top Market Strategies
8.3. Company Profiles
8.3.1. Atomwise Inc.
8.3.1.1. Overview
8.3.1.2. Financial (Subject to Data Availability)
8.3.1.3. Summary
8.3.1.4. Recent Developments
8.3.2. Lifegraph
8.3.3. Zebra Medical Vision Inc.
8.3.4. Baidu Inc.
8.3.5. Microsoft Corporation
8.3.6. IBM
CHAPTER 9. RESEARCH PROCESS
9.1. Research Process
9.1.1. Data Mining
9.1.2. Analysis
9.1.3. Market Estimation
9.1.4. Validation
9.1.5. Publishing
9.1.6. Research Assumption