Más contenido relacionado Similar a How IBM Cognitive Computing will influence access to cultural heritage (20) How IBM Cognitive Computing will influence access to cultural heritage1. access to cultural heritage
Annika Grosse
Executive Partner
Head of IBM Hamburg
European Watson Consulting Leader, IBM
How IBM Cognitive
Computing will influence
2. Agenda
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I. IBM Smarter Cities
II. IBM Watson – Cognitive Computing
III. Cognitive Computing & Cultural Heritage
3. I. IBM Smarter Cities
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4. The volume, variety & velocity of data is creating an
unprecedented opportunity
2.5Bgigabytes of new data are
generated every day, 4/5ths
of which is unstructured.
Augmenting products to
generate data
Digitizing assets
Combining data within and
across industries
Trading data
Codifying a distinctive
service capability
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5. Vibrant cities are realizing their full potential by integrating
across functions Critical technologies
Reduce cost by leveraging cloud
Decrease time to deploy
Increase accessibility
Integrate and analyze large volume of
data
Identify predictive insights
Improve decision-making across the city
Empower city leaders and citizens with
real-time insights
Deliver those crucial insights anywhere,
anytime
Increase citizen engagement
Obtain crucial data
Capitalize on city interconnectedness
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Planning &
Management
5
6. II. IBM Watson –
Cognitive Computing
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7. IBM Watson vs Deep Blue
Structured Data
• Logic and tactics
Unstructured Data
• Context and most probable meaning
• Multiple methods of textual analysis
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8. IBM
Research
Project
(2006 – )
Jeopardy!
Grand
Challenge
(Feb 2011)
Watson for
Healthcare
(Aug 2011 –)
Watson
Industry
Solutions
(2014 – )
Watson
for Financial
Services
(Mar 2012 – )
Watson for Wealth
Management
Watson Policy Advisor
Watson for Oncology
Watson Discovery Advisor
© 2015 International Business Machines Corporation 10
10. “ ”
Keyword “Hit”
Reference Text
Answer
Red Text Weak evidence
India
In
May
celebrated
anniversary
in Portugal
In May, Gary arrived in
India after he celebrated
his anniversary in Portugal
Portugal
celebrated
Gary
In May 1898 Portugal
celebrated the 400th
anniversary of this
explorer’sarrival in India
arrived in
400th anniversary
India
arrival in
explorer
In
May
1898
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11. 13
27th
May
1498
Vasco da
Gama
landed in
arrival in
explorer
India
Para-phrases
Geo
-KB
Date
Match
On the 27th of May
1498, Vasco da Gama
landed in Kappad Beach
400th anniversary
Portugal
May
1898
celebrated
In May 1898 Portugal
celebrated the 400th
anniversary of this
explorers arrival in India.
Kappad
Beach
Legend
Temporal Reasoning
Statistical Paraphrasing
GeoSpatial Reasoning
Reference Text
Answer
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Stronger evidence can be much
harder to find and score
Search far and wide
Explore many hypotheses
Find judge evidence
Many inference algorithms
12. What are the key elements of my patient’s
health record that support this diagnosis?
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13. Quickly mine insights from the immense amount
of genomic data about individual patients by
identifying potential drugs that target our patients’
specific genetic profiles.
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16. What were personal objects in the
Bronze age?
Time:
Stone Age
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17. i) Personal guided tour
Enter your parameter for "time", "object-
class", "location", "people" etc. and get a tour
around objects only matching your
preferences.
I want to see
everything
about knights
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19. 21© 2015 International Business Machines Corporation Source: http://www.digitaltrends.com/mobile/usher-a-smart-app-powered-by-ibms-watson-could-be-your-next-
museum-tour-guide/