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AI

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AI1 19561960

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2010)

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AI

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Dileep George,2016

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http://redwing-don.jugem.jp/?eid=855

Symbol Grounding)6

AI: Symbol Grounding(Stevan Harnad,1990

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https://www.youtube.com/watch?v=lUV65sV8nu0

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Siri v.s. (YouTube

8

Shabette-Concier Voice agent service

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T

AI (2011)

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DOCOMO Repl AI (2016)

https://www.youtube.com/watch?v=mYjo1Pxun0M

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Amazon Echo

20151

2015()Amazon.com$100Amazon Echo

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https://www.youtube.com/watch?v=24Hz9qjTDfwhttps://www.youtube.com/watch?v=24Hz9qjTDfw

https://www.youtube.com/watch?v=24Hz9qjTDfw

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IsingModel, Graphical Model, State Space Model, GMM,... Newton, GaussNewton, etcLevelSet, GraphCut, L0/1ADMM, etcDP, Dijkstra, A*, etc SVM, RVM, Boosting, RandomForests, DeepXXX, XXX-learning,Clustering, ...

MRF, CRF, ... (FIT, IIT, Kalman, Particle, ... ), DCT, FFT,Wavelet, ... Time of Flight, ...

AIAI

(2014)https://sites.google.com/site/miru2014okayama/organizedtutorial

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Pitchbook 14

AIOT

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(

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First View&

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AI()

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Uber)

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Orbital Insight, Inc. Proprietary Information

Building Height Oil Tank Farms Ag Areas and Yield Tract Housing

Clouds & Haze Development AirplanesWater

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AI

Deep Learning

ICT ICT AI

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Web/ Twitter

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GMM DNN

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ILSVRC1000

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McLaughlin et al. Recurrent Convolutional Network for Video-based Person Re-Identification. CVPR 2016

CNN RNN

Donahue et al. Long-term Recurrent Convolutional Networks for Visual Recognition and Description. CVPR 2015

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Simonyan & Zisserman . Two-Stream Convolutional Networks for Action Recognition in Videos. NIPS 2014

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IoT

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IOTAI

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BI

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Analytics/ Operation

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Sensor/Device

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IoT

Horizontal: CISCOJasper GEPREDIX

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http://www.streetline.com/

Smart City

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IoT = ICT + OT (Operational Technology)

ICT+OTAI

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McKinsey Global Institute The Internet of Things: Mapping the Value beyond the Hype (June 2015)

33

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http://seekingalpha.com/article/3387605-assessing-ges-software-opportunity?page=2

GE Digital Report Line: GE Digital CEO

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GE Digitals predix

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suggested by H.Tamura@Re:Public

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IoT

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2015/9/30-2016/9/30

2

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5005000

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COOP

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3002000

1220

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Iwaya

Manifacturing

docomoMarketing Product

Bitech Electronics

Production Management

Moore Doll

IoT Engineering

45

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Smart Parking System

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Small Team of 10 from DOCOMO, xtone, Yukai Engineering

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IoT+AI

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AI

https://pic.prepics-cdn.com/greeeen0513/32330935.jpeg

AI

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IoT

ICT

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IoT

ICT

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IoT + AI

IoT = ICT + OT (Operational Technology)