big data. monguet
TRANSCRIPT
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Big DataNew design arena
Josep Mª MonguetUpdated XI-2016
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Big Data Big Data Big Data Big Data Big Data Big Data Big Data Big Data Big Data Big Data Big Data Big DataBig Data Big Data Big Data Big Data Big Data Big Data Big Data Big Data
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Data Prices
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Big Data Megatrend is not new.
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10.000 1.000 100 10 1
Stone Paper
ComputersEmployees
ThingsUsers
Big
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10.000 1.000 100 10 1
Stone Paper
Big
ComputersEmployees
ThingsUsers
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Why is big data extremely important?
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All IP based devices on earth will be generating data qThe whole world recorded in real time qExponential grow of data
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Some cases to illustrate Big data
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Case 1: Assprint(Assword)
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Case 1: Assprint
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Case 2: People behaviourRetailer detectingpregnancy of a customer
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Case 3: single looking 4 single
NYC OpenDataNew York City has opened up hundreds of datasets through
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Case 4: BlueStar / WellDoc
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Case 5: Forecast infectionsLooking for the invisible
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Case 6: Language learning Deb Roy from MTI recorded his son during his 24 first months of life …
From gaga to water. Record of the use of the word during a period of time…
They were able to visualize the learning process of the word
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Case 7: Flu prediction
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Case 8: Efficient helpBuilding a global brain. Realtime vision and control of what happens over the world …
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What is Big Data ?
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Large quantities of data, allows doing things
that we couldn't imagine when we were used
to small amounts of data.
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Data has no meaning without interpretation.
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A new generation of software, systems and storage, designed to provide value from unstructured data
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Were does Big Data apply?
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Why do we collect & analyse big amounts of data?
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Because we can
Anything physical may be “datified” Real-time face expressions, heart beating,
steps taken, street routes, book preferences, travel times, …
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& reveal
Patterns, trends and associations related to human and environment
behaviour, interactions, …
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Data can be defined in many ways
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4V’sVolume + Velocity + Variety + Veracity
= Value
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Raw dataWeb cont.SNOnline act.Co. appsIoT
Data processingData integrationNatural Language
Machine reasoning Recommend.Semantic searchInference engineMachine learning
Intelligent applicationPredictDesignAnalyseDiscover Compare
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Where is Big Data value ?
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• Feeding people • Supplying health care• Facilitating education• Providing clean energy• …
Big Data helping to solve current humanity problems
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• Governance• Privacy and security• Consciousness of
environment • Harmonious growth of the
person
Big Data to detect & solve latent challenges
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Internet of things
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IP v6 (128 bit Addresses) Allows 4 per each atom of Earth
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Machine learning
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Data visualisation
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Humanities & culture
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Visualization with Gephi and R
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“Big data” brother
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(!)Dark sides of Big Data
1. Predictions & punishment 2. Job destruction
huntingmammoths.netPrepunishment
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“Big data” Opportunities
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Things & environment Functions & relations
Data
Data scientists
ComputingMaths
…
Thinkers
Visualisation Design
…
Value creators
BusinessSocial & Psico
…
Culture & society
Health Education
…
Humans individuals & groups
Activities & Behaviour)
Value Data +
Design of new services, products & tasksbased on the application of
Machine Learning / Analytics / Processes / …
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Practice with open data
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https://data.cityofnewyork.us/data?cat=health
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