Cover Image
市場調查報告書

改變遊戲規則者 - 人工智能:你應該知道事

Game Changers-Artificial Intelligence: What You Need to Know

出版商 Frost & Sullivan 商品編碼 345318
出版日期 內容資訊 英文 97 Pages
商品交期: 最快1-2個工作天內
價格
Back to Top
改變遊戲規則者 - 人工智能:你應該知道事 Game Changers-Artificial Intelligence: What You Need to Know
出版日期: 2015年11月17日 內容資訊: 英文 97 Pages
簡介

有關於人工智能 (AI) 的領域理解非常難的東西。簡直象新的動向每週看起來好像發生,各企業說明自家公司的產品,與人工智能、認識智力、自動機器、機器學習等,使用著各種用語作為嘩啦嘩啦。

本報告提供人工智能的現狀與未來性相關分析、人工智能的概要,及近幾年的技術性突破 (深度學習) 其成果 (語言、視覺、行動處理等)、在各企業內部及各種產業今後的有效利用方法等調查、考察。

第1章 摘要整理

第2章 為何人工智能相關分析的

  • 為何人工智能相關分析的
  • 主要的技術趨勢:概論 (共30項)
  • 技術趨勢的評分:各潛在影響力

第3章 人工智能

  • 人工智能概要
  • 人工智能概要:其他用語
  • 人工智能的方法
  • 人工智能的開發主要的推動因素:戲劇性的變化速度

第4章 機器學習

  • 機器學習概要
  • 機器學習開發的推動因素
  • 機器學習開發的阻礙因素
  • 最大的阻礙因素:摩爾定律的結束
  • 機器學習:各學習類型
  • 機器學習:各功能
  • 機器學習主要的演算法、等級:各功能
  • 機器學習的經營模式

第5章 神經網

  • 神經網概要
  • 神經網:各級

第6章 深度學習為何?

  • 深度學習概要
  • 深度神經網的主要結構
  • 深度學習的主導者:B2C經營模式
  • 深度學習的應用領域

第7章 應用領域:文本自然語言處理

  • 文本自然語言處理概要
  • 文本自然語言處理的主導者

第8章 應用領域:語音自然語言處理

  • 語音自然語言處理概要
  • 語音自然語言處理的主導者

第9章 應用領域:電腦願景

  • 電腦願景
  • 電腦願景的主導者

第10章 企業

  • 機器學習成為所有企業、所有部門的一部分
  • 銷售、行銷、秘書部門的機器學習
  • 通訊、人事 (HR)、安全部門的機器學習
  • 客戶服務、財務、生產率部門的機器學習
  • 如果工作沒了會發生什麼?

第11章 能源、天然資源產業

  • 趨勢1:分散式能源來源
  • 趨勢2:智慧電網
  • 趨勢3:數位油田 (DOF)

第12章 金融服務行業

  • 趨勢1:付款功能和點服務
  • 趨勢2:零售銀行的資料探勘
  • 趨勢3:Blockchain

第13章 醫療產業

  • 趨勢1:數位醫院
  • 趨勢2:行動醫療服務
  • 趨勢3:個人化醫療

第14章 製造業

  • 趨勢1:分散式的「Infofacturing」
  • 趨勢2:協調製造
  • 趨勢3:行動式機器人技術

第15章 運輸業

  • 趨勢1:網路連接車輛
  • 趨勢2:行動、整合
  • 趨勢3:自動駕駛車

第16章 結論

第17章 附錄

第18章 關於Frost&Sullivan

目錄
Product Code: MB7E-01-00-00-00

Understanding the Impact and Applications of Artificial Intelligence, Machine Learning, and Deep Learning

It is difficult to understand what is happening in the field of artificial intelligence (AI). New developments seem to happen weekly, and companies use different words to describe their products. The terms artificial intelligence, cognitive intelligence, autonomous machines, and machine learning are all thrown around. This research brings clarity to the complex AI landscape and explores recent breakthroughs in a technique called deep learning, explaining how it is making progress in AI challenges such as language, vision, and motion. Finally, the research takes a broad look at the impact of AI in the enterprise, specifically the energy, financial services, healthcare, manufacturing, and transportation industries.

Table of Contents

1. EXECUTIVE SUMMARY

Executive Summary

  • 1. Key Findings
  • 2. Key Findings (continued)

2. WHY EXPLORE ARTIFICIAL INTELLIGENCE?

Why Explore Artificial Intelligence?

  • 1. Why Explore Artificial Intelligence?
  • 2. Identification of 30 Key Technology Trends
  • 3. Scoring Technology Trends by Disruptive Potential
  • 4. Scoring Technology Trends by Disruptive Potential (continued)
  • 5. Scoring Technology Trends by Disruptive Potential (continued)

3. ARTIFICIAL INTELLIGENCE

Artificial Intelligence

  • 1. Artificial Intelligence Overview
  • 2. Artificial Intelligence Overview (continued)
  • 3. Artificial Intelligence Overview-Other Terminology
  • 4. Artificial Intelligence Approaches Map
  • 5. Artificial Intelligence Approaches
  • 6. Key Driver of Artificial Intelligence Progress-Exponential Rate of Change

4. MACHINE LEARNING

Machine Learning

  • 1. Machine Learning Overview
  • 2. Drivers in the Development of Machine Learning
  • 3. Restraints in the Development of Machine Learning
  • 4. Most Important Restraint-The End of Moore's Law
  • 5. Most Important Restraint-The End of Moore's Law (continued)
  • 6. Most Important Restraint-The End of Moore's Law (continued)
  • 7. Machine Learning by Learning Style
  • 8. Machine Learning by Function
  • 9. Key Machine Learning Algorithm Classes by Function
  • 10. Machine Learning Business Models

5. NEURAL NETWORKS

Neural Networks

  • 1. Neural Networks Overview
  • 2. Neural Networks by Class
  • 3. Neural Networks by Class (continued)

6. WHAT IS DEEP LEARNING?

What is Deep Learning?

  • 1. Deep Learning Overview
  • 2. Key Deep Neural Network Architectures
  • 3. Key Deep Neural Network Architectures (continued)
  • 4. Key Deep Neural Network Architectures (continued)
  • 5. Leaders in Deep Learning-B2C Business Model
  • 6. Leaders in Deep Learning-B2B Business Model (continued)
  • 7. Deep Learning Applications

7. APPLICATIONS-TEXT NATURAL LANGUAGE PROCESSING

Applications-Text Natural Language Processing

  • 1. Text Natural Language Processing Overview
  • 2. Leaders in Text Natural Language Processing

8. APPLICATIONS-AUDIO NATURAL LANGUAGE PROCESSING

Applications-Audio Natural Language Processing

  • 1. Audio Natural Language Processing Overview
  • 2. Leaders in Audio Natural Language Processing

9. APPLICATIONS-COMPUTER VISION

Applications-Computer Vision

  • 1. Computer Vision
  • 2. Leaders in Machine Vision

10. THE ENTERPRISE

The Enterprise

  • 1. Machine Learning Will be a Part of Every Function in Every Business
  • 2. Machine Learning Will be a Part of Every Function in Every Business (continued)
  • 3. Machine Learning Will be a Part of Every Function in Every Business (continued)
  • 4. Machine Learning for Sales, Marketing, and Personal Assistants
  • 5. Machine Learning for Communication, HR, and Security
  • 6. Machine Learning for Customer Service, Finance, and Productivity
  • 7. What Happens When Jobs Run Out?

11. ENERGY & NATURAL RESOURCES INDUSTRY

Energy & Natural Resources Industry

  • 1. Trend 1-Distributed Energy Resources
  • 2. Trend 2-Smart Grid
  • 3. Trend 3-Digital Oilfield (DOF)

12. FINANCIAL SERVICES INDUSTRY

Financial Services Industry

  • 1. Trend 1-Payments & Loyalty
  • 2. Trend 2-Retail Banking Data Mining
  • 3. Trend 3-Blockchains

13. HEALTHCARE INDUSTRY

Healthcare Industry

  • 1. Trend 1-Digital Hospital
  • 2. Trend 2-mHealth Services
  • 3. Trend 3-Personalised Medicine

14. MANUFACTURING INDUSTRY

Manufacturing Industry

  • 1. Trend 1-Distributed Infofacturing
  • 2. Trend 2-Collaborative Manufacturing
  • 3. Trend 3-Mobile Robotics

15. TRANSPORTATION INDUSTRY

Transportation Industry

  • 1. Trend 1-Connected Vehicles
  • 2. Trend 2-Mobility Integration
  • 3. Trend 3-Autonomous Cars

16. THE LAST WORD

The Last Word

  • 1. The Last Word-3 Key Takeaways

17. APPENDIX

Appendix

  • 1. Legal Disclaimer
  • 2. Key Technologies Definitions
  • 3. Key Technologies Definitions (continued)
  • 4. Key Technologies Definitions (continued)
  • 5. Key Technologies Definitions (continued)
  • 6. Key Technologies Definitions (continued)
  • 7. Key Technologies Definitions (continued)

18. THE FROST & SULLIVAN STORY

The Frost & Sullivan Story

  • 1. The Frost & Sullivan Story
  • 2. Value Proposition-Future of Your Company & Career
  • 3. Global Perspective
  • 4. Industry Convergence
  • 5. 360° Research Perspective
  • 6. Implementation Excellence
  • 7. Our Blue Ocean Strategy
Back to Top