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What Will You Build with
Watson on Bluemix?
Swami Chandrasekaran
Executive Architect - CTO Office
IBM Watson Innovations
swamchan@us.ibm.com
@swamichandra
SXSW 2015
© 2015 IBM Corporation 2SXSW 2015
Please Note
IBM’s statements regarding its plans, directions, and intent are subject to change or
withdrawal without notice at IBM’s sole discretion.
Information regarding potential future products is intended to outline our general product
direction and it should not be relied on in making a purchasing decision.
The information mentioned regarding potential future products is not a commitment,
promise, or legal obligation to deliver any material, code or functionality. Information
about potential future products may not be incorporated into any contract. The
development, release, and timing of any future features or functionality described for our
products remains at our sole discretion.
Performance is based on measurements and projections using standard IBM benchmarks
in a controlled environment. The actual throughput or performance that any user will
experience will vary depending upon many factors, including considerations such as the
amount of multiprogramming in the user’s job stream, the I/O configuration, the storage
configuration, and the workload processed. Therefore, no assurance can be given that
an individual user will achieve results similar to those stated here.
© 2015 IBM Corporation 3SXSW 2015
Let’s get started
Preface
© 2015 IBM Corporation 4SXSW 2015
Hi, I’m Swami
Chandrasekaran
Executive
Architect @ IBM
Watson
@swamichandra
© 2015 IBM Corporation 5SXSW 2015
Topics
•  Preface
•  Cognitive Computing
•  IBM Watson & Bluemix
•  Watson Platform on Bluemix
•  Beer, Personality & Cognition
•  Let’s go to the movies
•  In-car entertainment in my terms
© 2015 IBM Corporation 6SXSW 2015
Chapter 1
Cognitive Computing?
© 2015 IBM Corporation 7SXSW 2015
What will an inquisitive mind want to know from text?
Rarely has there been a better time for start-ups to
raise money from Silicon Valley venture capitalists. But
this golden age may not last long. At least that is what
Bill Gurley says. Mr. Gurley is a prominent investor who
has spent a career betting on who the winners and
losers will be in the future of technology. Ciao!
Entities /
Concepts &
Relationships
Expand
Concepts
Explore
information
based on
Concept
Associations
Sentiment &
Sentiment
Targets
Deeper
understanding
on author’s
personality
Language
identification
Ask questions &
interact in
natural
language
Resonance of
the text
© 2015 IBM Corporation 8SXSW 2015 8
Food for thought:
What if your applications have these
capabilities?
© 2015 IBM Corporation 9SXSW 2015
Not …
Yet !
Cognitive Systems
© 2015 IBM Corporation 10SXSW 2015
So what are the
Characteristics of a
Cognitive System?
Scale in
Proportion
Provide
Supporting
Evidence
Ingest Variety
of (Big) Data
Respond
with
Degree of
Confidence
Learn with
Every
Interaction
Offer
Contextual
Guidance &
Insights
Support for
Decision
Making
Generate &
Evaluate
Hypothesis
Understand
Natural
Language
Understand
personality
at a Deeper
level
Relate
between
Terms &
Concepts
Engage in a
Dialog
© 2015 IBM Corporation 11SXSW 2015
Analytics Russian Doll
Descriptive
What has happened?
Predictive
What could happen?
Prescriptive
What should I do to for the best outcome?
Cognitive
Tell me the best course of action
BusinessValue
© 2015 IBM Corporation 12SXSW 2015
Chapter 2
IBM Watson & Bluemix
© 2015 IBM Corporation 13SXSW 2015
Watson is creating a new
partnership between people
and computers that
enhances, scales and
accelerates human expertise.
© 2015 IBM Corporation 14SXSW 2015
What is IBM Watson?
Cognitive Technology
Read & Understand
Natural Language
Generate multiple
hypothesis with
Evidence
Support for several
usage patterns
Natural extension of
what humans can do
at their best
Learns over time
Engagement Discovery Insights Extraction Platform
© 2015 IBM Corporation 15SXSW 2015
What is IBM Bluemix?
Open-
standards
based
PaaS
Build,
manage &
run diff
types of
apps
Web
Mobile
Big Data
IoT
Cognitive
More…
Prebuilt
capabilities
via API’s
DevOps
Hybrid
Apps
Layered
Security
Containers,
Runtimes, &
Scalability
© 2015 IBM Corporation 16SXSW 2015
Chapter 3
Watson Platform on Bluemix
© 2015 IBM Corporation 17SXSW 2015
What if your app can do these from unstructured text?
Entities /
Concepts &
Relationships
Expand
Concepts
Explore
information
based on
Concept
Associations
Sentiment &
Sentiment
Targets
Deeper
understanding
on author’s
personality
Language
identification
Ask questions &
interact in
natural
language
Resonance of
the text
The tech industry will descend on Austin, Texas,
starting March 13 for the annual music, film and
interactive festival known as South by Southwest.
Here's why SXSW organizers now call Twitter -- a
standout success at the event eight years ago -- an
"albatross."
© 2015 IBM Corporation 18SXSW 2015
Visualization Rendering
Graphical representations of data
analysis for easier understanding
Personality Insights
Engage users on their own terms
Language Identification
Identifies the language in which
text is written
Machine Translation
Translate text from one language to
another.
Concept Expansion
Maps euphemisms to more
commonly understood phrases
Message Resonance
Communicate with people with a style
and words that suits them
Question and Answer
Direct responses to users inquiries
fueled by primary document sources
Relationship Extraction
Intelligently finds relationships between
sentences components
Concept Insights
Explores concepts behind your input, identifying
associations beyond traditional text matching
Speech to Text
Transcribes English speech to text with
low latency
Text to Speech
Synthesizes natural-sounding speech
from English or Spanish text
Tradeoff Analytics
Helps users make better choices by weighing multiple
and often conflicting goals
Visual Recognition
Analyzes the visual content of images and video
frames to understand their content directly
Beta Watson Platform services available now with more in plan
© 2015 IBM Corporation 19SXSW 2015
What will you build with Bluemix
& Watson?
© 2015 IBM Corporation 20SXSW 2015
Chapter 4
Beer,
Personality & Cognition
© 2015 IBM Corporation 21SXSW 2015 21
Which brewery / pub should I
visit around SXSW?
© 2015 IBM Corporation 22SXSW 2015
Visiting a new
city
Pic Source: http://blog.reverbnation.com/2012/05/01/how-to-stand-out-from-the-crowd-tips-from-managers-sxsw-video/
After a long day
…
… want to visit a
local brewery
and watch the
Thus night game
… so which
brewery to
choose?
© 2015 IBM Corporation 23SXSW 2015
huge amount of
data that is
available to help
make a decision
Truth be told,
more data often
leads to
obfuscation
© 2015 IBM Corporation 24SXSW 2015
What’s the
atmosphere like
in the brewery?
What kind of
beers do they
offer?
What is difference
between
“Hefeweizen and
Kristalweizen”?
© 2015 IBM Corporation 25SXSW 2015
What are the deeper social
characteristics as exhibited
by other patrons in that
location?
Can someone do linguistic
analytics to infer cognitive
and social characteristics?
© 2015 IBM Corporation 26SXSW 2015
Informed decision-making
comes from a long tradition
of guessing and then blaming
others for inadequate results.
- Scott Adams
© 2015 IBM Corporation 27SXSW 2015
Introducing Brewery Master
•  Show list of breweries / pubs based on geolocation
•  Analyze tweets (originating from and/or about a brewery) and presents
a psychographic vibe about that brewery below its list of beers
•  Answer questions about beer and related topics using Watson Q&A
•  Leverages IBM Watson cognitive services including Watson Personality
Insights & Watson Question & Answer (Q&A)
•  Responsive Node.js & AngularJS based application built & deployed on
IBM Bluemix
•  Also uses 3rd party API’s including BreweryDB, Twitter and Google Maps
© 2015 IBM Corporation 28SXSW 2015
List of breweries
around your
location
© 2015 IBM Corporation 29SXSW 2015
Linguistic analytics to extract
cognitive and social
characteristics, incl “Big Five”
based on tweets about the
brewery / pub.
© 2015 IBM Corporation 30SXSW 2015
List / types of beer sold at that
location
© 2015 IBM Corporation 31SXSW 2015
Ask questions in natural
language about beers,
breweries, and all matter of
facts related to beer
© 2015 IBM Corporation 32SXSW 2015
© 2015 IBM Corporation 33SXSW 2015
Chapter 5
Let’s go to the movies
© 2015 IBM Corporation 34SXSW 2015
Ask questions
about movie in
natural language
Enrichment based
on extraction of
concepts from
question
Sentiment of the
movie based on
social media data
Multiple answering
agents
Movie
recommendation
based on user
personality
Movie
recommendation
based on user
personality
© 2015 IBM Corporation 35SXSW 2015
Heat map of
tweets about
Movies from
around the
globe
Response from
Watson
Question &
Answer
Tweets about
movie
extracted from
Question
Sentiment of
100 tweets
dynamically
extc’d abt the
movie
Lookup
extracted
movie from QN
in iTunes
Personality
insights from
Watson
Personality
Insights
© 2015 IBM Corporation 36SXSW 2015
© 2015 IBM Corporation 37SXSW 2015
© 2015 IBM Corporation 38SXSW 2015
Chapter 6
In-car entertainment
in my terms
© 2015 IBM Corporation 39SXSW 2015
Consider this Scenario for a moment….
•  Meet John Smith
•  Very vocal person and
maintains a strong digital
presence
•  Has a long day at work !!
•  Tweets with certain emotions
and walks to his car
2. Walk to
Car
1. Tweets
before
leaving work
© 2015 IBM Corporation 40SXSW 2015
What if John Smith’s Connected Car app understood
him at a deeper level including the current state of
his personality?
© 2015 IBM Corporation 41SXSW 2015
Now reconsider this Scenario again ….
•  Meet John Smith
•  Very vocal person and maintains a strong digital
presence
•  Has a long day at work !!
•  Tweets with certain emotions and walks to his car
•  Connected Car app in his car has done a
psychographic analysis of his tweets / email / social
media data using Watson Personality Insights
•  Personality Insights service provides the Big 5,
Values, and Needs characteristics & associated
values
•  App recommends or auto-tunes to track / radio
channel that would be appropriate
•  Could potentially suggest other car settings incl
seat adjustment, air conditioning, max speed limit *
Personality
Insights
Share Location &
Context
Walk to Car
Prediction
Past
Interactions
Recommended
Infotainment
© 2015 IBM Corporation 42SXSW 2015
User Modeled Radio – Connected Car App
© 2015 IBM Corporation 43SXSW 2015
User Modeled Radio – Connected Car App
Radio tracks / station
from 8tracks played
based on User
Modeling
characteristics
Extracted Tweets
from the driver
Watson User
Modeling
characteristics &
values
Explanation for why
the track / station
was selected from
8tracks
© 2015 IBM Corporation 44SXSW 2015
And many more ….
•  Chef Watson
•  Medical Diagnosis
•  Drug Target Identification
•  Personal Shopping Assistant
•  Sales Assistant
•  Digital Virtual Agent
•  Travel Planning
•  Veterinary Diagnosis
•  Personal Wellness
•  http://www.informationweek.com/big-data/big-data-analytics/ibm-watson-10-new-jobs-for-cognitive-computing/d/d-id/131942
© 2015 IBM Corporation 45SXSW 2015
Access to Watson services has been radically expanded …
•  Bluemix is an open-standards based PaaS & helps build your hybrid
apps rapidly
•  IBM Watson enhances, scales and accelerates human expertise
•  Applications of the future will,
–  Augment our Senses
•  Converse in natural language
•  Deeper understanding of the individual & group
–  Support Discovery & Decision Making
•  Hypotheses based inferences
•  Offer contextual insights
•  Support at point of decision making
•  Are you planning for these capabilities?
•  What will you do with Watson & Bluemix?
© 2015 IBM Corporation 46SXSW 2015
Call to Action
•  https://ibm.biz/Bluemix-SXSW
•  IBM Watson
–  http://www.ibmwatson.com
•  IBM Bluemix
–  http://www.bluemix.net
•  Watson Ecosystem program
–  http://www.ibm.com/smarterplanet/us/en/ibmwatson/ecosystem.html
•  Growing social dialogue
–  Twitter: @IBMWatson
•  IBM Watson: A Platform for Innovation in the New Era of Computing
–  http://asmarterplanet.com/blog/2014/04/ibm-watson-ecosystem-platform-innovation.html

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What Will You Build with IBM Watson on Bluemix?

  • 1. What Will You Build with Watson on Bluemix? Swami Chandrasekaran Executive Architect - CTO Office IBM Watson Innovations swamchan@us.ibm.com @swamichandra SXSW 2015
  • 2. © 2015 IBM Corporation 2SXSW 2015 Please Note IBM’s statements regarding its plans, directions, and intent are subject to change or withdrawal without notice at IBM’s sole discretion. Information regarding potential future products is intended to outline our general product direction and it should not be relied on in making a purchasing decision. The information mentioned regarding potential future products is not a commitment, promise, or legal obligation to deliver any material, code or functionality. Information about potential future products may not be incorporated into any contract. The development, release, and timing of any future features or functionality described for our products remains at our sole discretion. Performance is based on measurements and projections using standard IBM benchmarks in a controlled environment. The actual throughput or performance that any user will experience will vary depending upon many factors, including considerations such as the amount of multiprogramming in the user’s job stream, the I/O configuration, the storage configuration, and the workload processed. Therefore, no assurance can be given that an individual user will achieve results similar to those stated here.
  • 3. © 2015 IBM Corporation 3SXSW 2015 Let’s get started Preface
  • 4. © 2015 IBM Corporation 4SXSW 2015 Hi, I’m Swami Chandrasekaran Executive Architect @ IBM Watson @swamichandra
  • 5. © 2015 IBM Corporation 5SXSW 2015 Topics •  Preface •  Cognitive Computing •  IBM Watson & Bluemix •  Watson Platform on Bluemix •  Beer, Personality & Cognition •  Let’s go to the movies •  In-car entertainment in my terms
  • 6. © 2015 IBM Corporation 6SXSW 2015 Chapter 1 Cognitive Computing?
  • 7. © 2015 IBM Corporation 7SXSW 2015 What will an inquisitive mind want to know from text? Rarely has there been a better time for start-ups to raise money from Silicon Valley venture capitalists. But this golden age may not last long. At least that is what Bill Gurley says. Mr. Gurley is a prominent investor who has spent a career betting on who the winners and losers will be in the future of technology. Ciao! Entities / Concepts & Relationships Expand Concepts Explore information based on Concept Associations Sentiment & Sentiment Targets Deeper understanding on author’s personality Language identification Ask questions & interact in natural language Resonance of the text
  • 8. © 2015 IBM Corporation 8SXSW 2015 8 Food for thought: What if your applications have these capabilities?
  • 9. © 2015 IBM Corporation 9SXSW 2015 Not … Yet ! Cognitive Systems
  • 10. © 2015 IBM Corporation 10SXSW 2015 So what are the Characteristics of a Cognitive System? Scale in Proportion Provide Supporting Evidence Ingest Variety of (Big) Data Respond with Degree of Confidence Learn with Every Interaction Offer Contextual Guidance & Insights Support for Decision Making Generate & Evaluate Hypothesis Understand Natural Language Understand personality at a Deeper level Relate between Terms & Concepts Engage in a Dialog
  • 11. © 2015 IBM Corporation 11SXSW 2015 Analytics Russian Doll Descriptive What has happened? Predictive What could happen? Prescriptive What should I do to for the best outcome? Cognitive Tell me the best course of action BusinessValue
  • 12. © 2015 IBM Corporation 12SXSW 2015 Chapter 2 IBM Watson & Bluemix
  • 13. © 2015 IBM Corporation 13SXSW 2015 Watson is creating a new partnership between people and computers that enhances, scales and accelerates human expertise.
  • 14. © 2015 IBM Corporation 14SXSW 2015 What is IBM Watson? Cognitive Technology Read & Understand Natural Language Generate multiple hypothesis with Evidence Support for several usage patterns Natural extension of what humans can do at their best Learns over time Engagement Discovery Insights Extraction Platform
  • 15. © 2015 IBM Corporation 15SXSW 2015 What is IBM Bluemix? Open- standards based PaaS Build, manage & run diff types of apps Web Mobile Big Data IoT Cognitive More… Prebuilt capabilities via API’s DevOps Hybrid Apps Layered Security Containers, Runtimes, & Scalability
  • 16. © 2015 IBM Corporation 16SXSW 2015 Chapter 3 Watson Platform on Bluemix
  • 17. © 2015 IBM Corporation 17SXSW 2015 What if your app can do these from unstructured text? Entities / Concepts & Relationships Expand Concepts Explore information based on Concept Associations Sentiment & Sentiment Targets Deeper understanding on author’s personality Language identification Ask questions & interact in natural language Resonance of the text The tech industry will descend on Austin, Texas, starting March 13 for the annual music, film and interactive festival known as South by Southwest. Here's why SXSW organizers now call Twitter -- a standout success at the event eight years ago -- an "albatross."
  • 18. © 2015 IBM Corporation 18SXSW 2015 Visualization Rendering Graphical representations of data analysis for easier understanding Personality Insights Engage users on their own terms Language Identification Identifies the language in which text is written Machine Translation Translate text from one language to another. Concept Expansion Maps euphemisms to more commonly understood phrases Message Resonance Communicate with people with a style and words that suits them Question and Answer Direct responses to users inquiries fueled by primary document sources Relationship Extraction Intelligently finds relationships between sentences components Concept Insights Explores concepts behind your input, identifying associations beyond traditional text matching Speech to Text Transcribes English speech to text with low latency Text to Speech Synthesizes natural-sounding speech from English or Spanish text Tradeoff Analytics Helps users make better choices by weighing multiple and often conflicting goals Visual Recognition Analyzes the visual content of images and video frames to understand their content directly Beta Watson Platform services available now with more in plan
  • 19. © 2015 IBM Corporation 19SXSW 2015 What will you build with Bluemix & Watson?
  • 20. © 2015 IBM Corporation 20SXSW 2015 Chapter 4 Beer, Personality & Cognition
  • 21. © 2015 IBM Corporation 21SXSW 2015 21 Which brewery / pub should I visit around SXSW?
  • 22. © 2015 IBM Corporation 22SXSW 2015 Visiting a new city Pic Source: http://blog.reverbnation.com/2012/05/01/how-to-stand-out-from-the-crowd-tips-from-managers-sxsw-video/ After a long day … … want to visit a local brewery and watch the Thus night game … so which brewery to choose?
  • 23. © 2015 IBM Corporation 23SXSW 2015 huge amount of data that is available to help make a decision Truth be told, more data often leads to obfuscation
  • 24. © 2015 IBM Corporation 24SXSW 2015 What’s the atmosphere like in the brewery? What kind of beers do they offer? What is difference between “Hefeweizen and Kristalweizen”?
  • 25. © 2015 IBM Corporation 25SXSW 2015 What are the deeper social characteristics as exhibited by other patrons in that location? Can someone do linguistic analytics to infer cognitive and social characteristics?
  • 26. © 2015 IBM Corporation 26SXSW 2015 Informed decision-making comes from a long tradition of guessing and then blaming others for inadequate results. - Scott Adams
  • 27. © 2015 IBM Corporation 27SXSW 2015 Introducing Brewery Master •  Show list of breweries / pubs based on geolocation •  Analyze tweets (originating from and/or about a brewery) and presents a psychographic vibe about that brewery below its list of beers •  Answer questions about beer and related topics using Watson Q&A •  Leverages IBM Watson cognitive services including Watson Personality Insights & Watson Question & Answer (Q&A) •  Responsive Node.js & AngularJS based application built & deployed on IBM Bluemix •  Also uses 3rd party API’s including BreweryDB, Twitter and Google Maps
  • 28. © 2015 IBM Corporation 28SXSW 2015 List of breweries around your location
  • 29. © 2015 IBM Corporation 29SXSW 2015 Linguistic analytics to extract cognitive and social characteristics, incl “Big Five” based on tweets about the brewery / pub.
  • 30. © 2015 IBM Corporation 30SXSW 2015 List / types of beer sold at that location
  • 31. © 2015 IBM Corporation 31SXSW 2015 Ask questions in natural language about beers, breweries, and all matter of facts related to beer
  • 32. © 2015 IBM Corporation 32SXSW 2015
  • 33. © 2015 IBM Corporation 33SXSW 2015 Chapter 5 Let’s go to the movies
  • 34. © 2015 IBM Corporation 34SXSW 2015 Ask questions about movie in natural language Enrichment based on extraction of concepts from question Sentiment of the movie based on social media data Multiple answering agents Movie recommendation based on user personality Movie recommendation based on user personality
  • 35. © 2015 IBM Corporation 35SXSW 2015 Heat map of tweets about Movies from around the globe Response from Watson Question & Answer Tweets about movie extracted from Question Sentiment of 100 tweets dynamically extc’d abt the movie Lookup extracted movie from QN in iTunes Personality insights from Watson Personality Insights
  • 36. © 2015 IBM Corporation 36SXSW 2015
  • 37. © 2015 IBM Corporation 37SXSW 2015
  • 38. © 2015 IBM Corporation 38SXSW 2015 Chapter 6 In-car entertainment in my terms
  • 39. © 2015 IBM Corporation 39SXSW 2015 Consider this Scenario for a moment…. •  Meet John Smith •  Very vocal person and maintains a strong digital presence •  Has a long day at work !! •  Tweets with certain emotions and walks to his car 2. Walk to Car 1. Tweets before leaving work
  • 40. © 2015 IBM Corporation 40SXSW 2015 What if John Smith’s Connected Car app understood him at a deeper level including the current state of his personality?
  • 41. © 2015 IBM Corporation 41SXSW 2015 Now reconsider this Scenario again …. •  Meet John Smith •  Very vocal person and maintains a strong digital presence •  Has a long day at work !! •  Tweets with certain emotions and walks to his car •  Connected Car app in his car has done a psychographic analysis of his tweets / email / social media data using Watson Personality Insights •  Personality Insights service provides the Big 5, Values, and Needs characteristics & associated values •  App recommends or auto-tunes to track / radio channel that would be appropriate •  Could potentially suggest other car settings incl seat adjustment, air conditioning, max speed limit * Personality Insights Share Location & Context Walk to Car Prediction Past Interactions Recommended Infotainment
  • 42. © 2015 IBM Corporation 42SXSW 2015 User Modeled Radio – Connected Car App
  • 43. © 2015 IBM Corporation 43SXSW 2015 User Modeled Radio – Connected Car App Radio tracks / station from 8tracks played based on User Modeling characteristics Extracted Tweets from the driver Watson User Modeling characteristics & values Explanation for why the track / station was selected from 8tracks
  • 44. © 2015 IBM Corporation 44SXSW 2015 And many more …. •  Chef Watson •  Medical Diagnosis •  Drug Target Identification •  Personal Shopping Assistant •  Sales Assistant •  Digital Virtual Agent •  Travel Planning •  Veterinary Diagnosis •  Personal Wellness •  http://www.informationweek.com/big-data/big-data-analytics/ibm-watson-10-new-jobs-for-cognitive-computing/d/d-id/131942
  • 45. © 2015 IBM Corporation 45SXSW 2015 Access to Watson services has been radically expanded … •  Bluemix is an open-standards based PaaS & helps build your hybrid apps rapidly •  IBM Watson enhances, scales and accelerates human expertise •  Applications of the future will, –  Augment our Senses •  Converse in natural language •  Deeper understanding of the individual & group –  Support Discovery & Decision Making •  Hypotheses based inferences •  Offer contextual insights •  Support at point of decision making •  Are you planning for these capabilities? •  What will you do with Watson & Bluemix?
  • 46. © 2015 IBM Corporation 46SXSW 2015 Call to Action •  https://ibm.biz/Bluemix-SXSW •  IBM Watson –  http://www.ibmwatson.com •  IBM Bluemix –  http://www.bluemix.net •  Watson Ecosystem program –  http://www.ibm.com/smarterplanet/us/en/ibmwatson/ecosystem.html •  Growing social dialogue –  Twitter: @IBMWatson •  IBM Watson: A Platform for Innovation in the New Era of Computing –  http://asmarterplanet.com/blog/2014/04/ibm-watson-ecosystem-platform-innovation.html