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Analytics Power
October 2, 2014
Tsuneo Kawatsuma Fujitsu Limited CTO&CIO
Copyright 2014 FUJITSU LIMITED
Changes in Data Amount : Japan Estimation on Sales Impact with
Data Utilization（2012）
Positive Correlation : Data Amount & Economic Growth
Copyright 2014 FUJITSU LIMITED
Data Amount (2013)
13.5Exabyte
※Exabyte＝1018byte （2014:White Paper Information & Communication）
Total ¥ 60.9T in Whole Industries
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05
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20
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2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
（9-fold Increase
in 8 year）
（TB）
①Analytics Power
②Ecosystem Formed by Data
4.6% of Sales in Whole industries
（¥1335.5T）
1
Professional game record
①Analytics Power 1
Each piece’s value
Positional relations among pieces
87P 569P
Japanese chess (Shogi) Software
Shogi Players
with programing ability
Developers have to set parameters based on their subjective view etc.
approx. 500 parameters
Amateur
Black belt
Level
Professional
Level
Bonanza automatically learns best parameters by
“situation evaluation function”
approx. 1M parameters
Machine Learning Shogi Software（in 2005 ＊Bonanza～）
*”Bonanza” is shogi software developed by Dr.Hoki（Assistant Professor at the University of Electro-Communications)
Copyright 2014 FUJITSU LIMITED
60K Record
e.g.
2
Incoming Call Record •Before/After Holidays
•Lunch Time
•Right after releasing new product
•The time when initial failure occurred …
①Analytics Power 2
Copyright 2014 FUJITSU LIMITED
Watch weather news 4 times a week
Check daily horoscope age over 32
Recorded Data
Forecast by Human Experience
Compared to the past forecast, over 10% accuracy be achieved
• Handling Record • Incoming Call
• Event • Weather
Males checking campaign ads over 4 times
Man who check a specific online shop over 9 times
Leaning
Active Users on EC Site
Incoming Call Forecast at Call Center
Forecast by Computer
• SNS • Public
External Data
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【Case Study】Agriculture Competitiveness
Produce highly-sweetened oranges based on data
Hypokalemic Lettuce made in Clean Room
Food & Agriculture Cloud “Akisai”
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②Eco System formed by Data 1
• Traceability
• Quality & Yield
• Balance of Supply and Demand
From Seeds to
Dietary Education
Finance
Agricultural
Finance Model
Consultant
Agricultural
Business Innovation
Machinery
Agricultural
Machinery Integration
Audit
Enterprise Agricultural Business
Local Producer
Agricultural Branding Actor
Trading Company
Agricultural Globalization
Main Actor of Local Revitalization
Municipal Gov.
Logistics
Innovative Agricultural Logistics
Restaurant
Food Buyers
Retail
Mega-Scale Buyer
Food Processing
Stable Food Buyers
Food & Agriculture Cloud
“Akisai”
Food & Agricultural Eco System
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Copyright 2014 FUJITSU LIMITED
Auto Service Cloud
②Eco System formed by Data 2
SPATIOWL
Vehic
le
Ｉ／Ｆ
Vehicle info system
Cloud service platform
Communications gateway
User
management
Serv
ice
Ｉ／Ｆ
Master DB
Onboard unit Smartphone
CAN
Car navigation system manufacturers
Car maintenance services
Smartphone services
Urban info services
Insurance companies
Various ventures
・・・ Service Providers
Emergency connection
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Manufacturing Manufacturing
Smart Factory（Robot Autonomy）
・Auto-generation of image recognition (9/9/2014)
【Actual Status】
【Auto-generation】
Cut Down
Cut Down
Manufacturing Leaning Auto- Gener ation
Set-up
Set-up Manufacturing Manufac
turing Manufacturing Re-Build Algorism Adjust Algorism
Automated manufacturing systems with flexible and quick changes on current process
Sensing
Change Parts
Add Spec
Operated by
Business Operators
Engineer
Image Image
Cut Down Time Period on Algorism Adjustment Tenth Part of Actual Period
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Copyright 2014 FUJITSU LIMITED
Fujitsu Future Vision
Planning Procure
ment
Pro
duction
Logi
stics Sales
Mainten
ance Dev.
R&D
Design
AI
Robotics Big Data
& IoT
Key Technologies
Making an Impact on Whole Industries & Processes
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