How IBM Cognitive Computing will influence access to cultural heritage
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Transcript of How IBM Cognitive Computing will influence access to cultural heritage
access to cultural heritageAnnika Grosse Executive Partner Head of IBM HamburgEuropean Watson Consulting Leader, IBM
How IBM CognitiveComputing will influence
Agenda
© 2015 International Business Machines Corporation
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I. IBM Smarter Cities
II. IBM Watson – Cognitive Computing
III. Cognitive Computing & Cultural Heritage
I. IBM Smarter Cities
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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 andacross industries
Trading data
Codifying a distinctive service capability
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Vibrant cities are realizing their full potential by integratingacross functions Critical technologies
Reduce cost by leveraging cloud Decrease time to deploy Increase accessibility
Integrate and analyze large volume ofdata
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© 2015 International Business Machines Corporation
Planning & Management
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II. IBM Watson – Cognitive Computing
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IBM Watson vs Deep Blue
Structured Data
• Logic and tactics
Unstructured Data
• Context and most probable meaning
• Multiple methods of textual analysis© 2015 International Business Machines Corporation
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IBMResearch 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 ManagementWatson Policy
AdvisorW
atson for Oncology Watson Discovery Advisor
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“ ”
Keyword “Hit” Reference Text AnswerRed Text Weak evidence
India
InMay
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’s arrival in India
arrived in
400th anniversary
India
arrival in
explorer
In May 1898
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27th May 1498
Vasco daGama
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
May1898
celebrated
In May 1898 Portugal celebrated the 400th anniversary of this explorers arrival in India.
Kappad Beach
Legend
Temporal Reasoning Statistical ParaphrasingGeoSpatial Reasoning Reference Text Answer
© 2015 International Business Machines Corporation
Stronger evidence can be muchharder to find and score
Search far and wide Explore many hypotheses Find judge evidence Many inference algorithms
What are the key elements of my patient’shealth record that support this diagnosis?
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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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III. Cognitive Computing &Cultural Heritage
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Insights from digitalized content
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What were personal objects in theBronze age?
Time: Stone Age
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i) Personal guided tourEnter 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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Natural language text – Unstructured data
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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/
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