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Data Analytics Opportunities: ICT in Agriculture...2016/02/26 · Value from Data. •Realistic...
Transcript of Data Analytics Opportunities: ICT in Agriculture...2016/02/26 · Value from Data. •Realistic...
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Insight Centre for Data Analytics 1
Data Analytics Opportunities: ICT in Agriculture
Prof. Mark Keane Computer Science & Insight, University College Dublin
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Insight: Centre for Data Analytics
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Insight Centre for Data Analytics 3
370 + Researchers
138 Research Grant Awards
40 + Contracted Industry Partners
44 PhD and 16 Masters graduates
663 scientific papers
37 licence agreements
Additional €22m leveraged funding
442 school engagements
320+ collaborations over 35 countries
Insight: Since 2013... €88M
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Insight Centre for Data Analytics 4
Industry Partnerships: Examples
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On Being Sceptical: About ICT
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• People make BIG claims… • But... • Pays to be sceptical about claims • Change in ICT is very unpredictable • Often, its the small changes that matter
Opportunities ?
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Symbolics ‘Workstation’ $64k ‘Workstation’; £100k p. a.
Since 1986…
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ICT in Ag…What?
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My View?
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Some Home Truths: On ICT Breakthroughs…
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• Big Leaps in ICT are: • Highly unpredictable • Value is not always apparent • Speed of adoption is uncertain
Big Leaps..
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Value Proposition
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Gradual Uptake
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• Big Leaps often come from : • small leaps with existing tech • …that realize some new value • …emerging after-the-fact • …from a system-wide view
Small Leaps..
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What Device?
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After-the-Fact
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Back To Basics: On Opportunities in ICT
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• Realistic Vision of Opportunities • Understanding the small changes • Recognising value in the these • Finding value in system-wide view
• Opportunities will Emerge from: • Innovating new business models • From data-sharing to data-valuing • Continuously review the system
Take Home Message
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The Farm-Level
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The Farm-Level
soil grass
DNA motion app-log paper
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Farm-Level Systems
soil grass
DNA motion app-log paper
Enough Data to Eventually Call it Big!
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But, who pays…
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Wider System...
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New System...
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New Wider System...
predictive modeling
shared data
recommendations
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New Wider System...
Value from Data Value from Data
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• Realistic Vision of Opportunities • Understanding the small changes • Recognising value in the these • Finding value in system-wide view
• Opportunities will Emerge from: • Innovating new business models • From data-sharing to data-valuing • Continuously review the system
Take Home Message
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The Wider System...
FARM FACTORY CONSUMER
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Regulatory Environment
Natural Environment
FARM FACTORY CONSUMER
The Whole System...
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Regulatory Environment
Natural Environment
FARM FACTORY CONSUMER
Environment Sources
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Regulatory Environment
Natural Environment
FARM FACTORY CONSUMER
Consumer Sources
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Take Home Message
• Realistic Vision of Opportunities • Understanding the small changes • Recognising value in the these • Finding value in system-wide view
• Opportunities Will Emerge from: • Innovating new business models • From data-sharing to data-valuing • Continuously review the system
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The End