運用 Ibm watson技術快速打造智慧應用系統

快速打造智慧應用系統
-with IBM Bluemix & Watson
Tommy Wu(tommywu@tw.ibm.com)
Cloud Solution Architect
Dec, 2015
© 2015 International Business Machines Corporation

IBM 與 Samsung 打造的物聯網實例：
一台會買洗衣粉的洗衣機
--透過智慧合約完成購買及支付
肯亞M-Pesa :都
可進行提款、存
款、匯錢、支付
帳單、購買通話
時間、甚至可與
傳統銀行相連申
請貸款及有利息
的金融商品
Dino 能用英語和
幼兒對話,
被應用在幼兒教
育市場
更智慧的
支付方式
Watson 加
持，機器
人大腦更
聰明

請善加運用
Bluemix+Watson

Bluemix 是一個基於雲的開放PaaS 標準平臺，用於構建、管理和運行各種
類型的應用程式（Web、行動化、BIG Data、IOT ,Watson 等等）。
在幾秒內上線
開發人員可以選擇任何語言的運
行時，或引入他們自己的運行時。
從零到生產只需一個命令。
開發運營 (DevOps)
開發、監控、部署和日誌工具，
讓開發人員可以運行整個應用
程式。
API 和服務
IBM、協力廠商和開源 API 服務的
目錄，讓開發人員在幾分鐘內就能
夠組合出一個應用程式。
內部部署集成
構建混合環境。連接到內部部署資
產及其他公共和私有雲。
靈活的定價
在幾分鐘內完成註冊。按需付費，
訂閱模式提供選擇和靈活性。
分層安全防護
IBM 保障平臺和基礎架構的安全
性，並為您提供保護應用程式所需
的工具。
What is BlueMix?

6
Cloud Foundry 開放雲應用平台 - 多平台支持
避免
被鎖定

什麼是Docker?
An open platform for distributed applications
--> Docker 是實作輕量級的作業系統虛擬化解決方案。
--> Build once, run everywhere
--> Config once, run everything
透過Docker 技術，快速將您的
應用變成可攜式服務

8
IBM BlueMix 雲端服務平台主要目的
以服務組裝應用系統以創意建立企業價值

What is Watson?

Watson on Bluemix
Reaso
n
Listenin
g
Vision
Speech
Learning
Watson is creating a new partnership between people and computers
thatenhances,scales andaccelerates human expertise
IBM Watson services available on Bluemix are the building blocks for developers to create the next generation of
cognitive applications to transform the way businesses engage with their customers, discover, innovate and make
decisions
…build with Watson

IBM opens Watson IoT global
headquarters
Announce 4 New APIs for Watson IoT
Platform :
• The Natural Language Processing (NLP) API lets
you interact with systems and devices using
simple, human language.
• The Machine Learning Watson API automates
data processing, continuously learns from each
interaction with data and ranks the data based
on priority
• The Video and Image Analytics Watson API uses
unstructured data, including data from video
feeds and image snapshots, to identify scenes
and patterns in video data
• The Text Analytics Watson API mines
unstructured textual data (such as Twitter feeds,
customer feedback on blogs and transcripts
from call centers) to find correlations and
patterns
Marking its biggest investment in Europe in two
decades, IBM has opened the global
headquarters for IBM Watson Internet of Things
in the HighLight Towers in Munich. It has also
opened eight new Watson IoT Client Experience
Centers around the globe.
December 15, 2015 -- 09:00 GMT (17:00 GMT+08:00) | Topic: Internet of
Things

12
使用 Bluemix 服務建立應用系統
安全服
務
Web 與
應用服
務
雲整合
服務
行動服
務
• 可選擇使用各種運行環境，服務或
工具
選擇
領先行業的 IBM 能力
• 利用深厚IBM軟體實力提供服務
• 全方位的能力
完整性
• 開放的平臺與服務
• 協力廠商提供服務的關鍵用例
資料庫服務
大資料服務
Watson 服
務
DevOp
s 服務
廣泛的能力合適任何偉大創意物聯網
服務

強大的 Watson 人工智慧做為系統的後盾

•基於 V8 JavaScript 引擎 (With JIT)
•可獨立運作 (無需瀏覽器)
•Event-driven
•Non-blocking I/O model
•支援數千以上 Concurrent 連線
•Minimal Overhead (CPU/Memory) on a single
process
•Extending with C/C++
•Support Multi-core Systems
node.js 為主要開發語言

Bluemix DevOps –開發環境,整合Git, Auto-
Build, Auto-Deploy with Source Code

• Node-RED is a visual tool for wiring the Internet of
Things (IoT) and Applications
• Traditional development can be very technical,
but Node-RED takes care of the technicalities and
lets you concentrate on the logic of your workflow.
• While most programming in Node-RED is done
visually using pre-defined functions (“nodes”), any
additional functionality can be added in
JavaScript
Node-RED 為主要設計開發服務
http://nodered.org
http://flows.nodered.org

應用系統(IOT)組合範例：溫度/股價警示
Buy Stock
擷取欄位
存入資料庫
除錯顯示
判定條件
價格< 38
價格> 38
發送警示
Buy Stock
即時訊息串流

開發範例
Build a real-time chat app with Node-RED in 5 minutes
Step 1. Create your Node-RED
application
Step 2. Go to your Node-RED flow editor
Step 3. Import or Create Flows
Step 4. Deploy And Run
Open Your Browser to CHAT!

替你的系統增加智能引擎- Watson

Personality Insights 應用
https://watson-pi-demo.mybluemix.net/
http://your-celebrity-
match.mybluemix.net/

Tradeoff Analytics 應用
What is it?
Helps make better choices under multiple conflicting goals.
Combines smart visualizations and analytical recommendations
for tradeoff exploration
http://tradeoff-analytics-demo.mybluemix.net/
http://investment-advisor.mybluemix.net/
http://personalized-recommendations.mybluemix.net/

語意分析應用 – AlchemyLanguage
Node-Red開發聊天室
透過聊天室進行語意分析
硬體表達反應軟體資料顯示

對談應用 - Question and Answer
Understands question
Produces possible answers and
evidence
Analyzes evidence
Computes confidence
Delivers response, evidence and
confidence
Asks a question
Considers response and evidence
What is it?
Direct responses to users inquiries fueled by
primary document sources
How does it work?
Interprets and answers user questions directly
based on primary data sources (brochures, web
pages, manuals, records, etc.) that have been
selected and gathered into a body of data or
‘corpus’. The service returns candidate responses
with associated confidence levels and links to
supporting evidence. The current data corpora on
BlueMix focuses on the Travel and Healthcare
industries.
Use Cases-
Healthcare: What is a stroke? What is the cause of
Wilson Disease?
Travel: Where is the best place to stay in Prague?

爬文應用-AlchemyData News
News + Blogs + NLP
TARGETED SEARCH
Give me news articles and blog posts about:
 Apple [the company]
 Watch [the product]
 Have a positive sentiment
 Include the verb "buy"
TREND ANALYSIS
Give me time series data for:
 Articles in the past 72 hours that mention "IBM" the company
 Return time series data in one hour increments
AND MANY MORE…
 Detect financial events (company acquisitions or product
announcements)
 Enrich CRM data
 Identify Content Marketing opportunities
 Research on a particular topic or person

Watson AlchemyVision – 人臉辨識技術
Image Link Extraction - Given any URL, the Image Link Extraction API will scan the designated page
to find the most prominent image and directly retrieve the URL for that image. It can then be
appropriately classified and tagged.
Image Tagging - With AlchemyVision’s image tagging API, you can quickly categorize and organize
image libraries at a massive scale.
Face Detection/Recognition - When provided an image file or URL, the AlchemyVision Face
Detection and Recognition API returns the position, age, gender, and, in the case of celebrities, the
identities of the people in the photo.

DashDB服務
觸發R Script運算
發簡訊通知客戶
大數據 +分析運算應用 – DashDB + R Script
AnomalyDetection is an
R package to detect
anomalies which is
robust, from a statistical
standpoint

下一步是 :
大數據分析？服務機器人？
請發揮你的創意！

運用 Ibm watson技術快速打造智慧應用系統

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