ˆˆ · ˆˆ "" language is creative! confiden’al***luminoso*** hp://lumino.so it was...
TRANSCRIPT
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Knowledge from Text
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Context &
Common Sense
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Confiden'al Luminoso h1p://lumino.so
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Confiden'al Luminoso h1p://lumino.so
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Unknown unknowns
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Confiden'al Luminoso h1p://lumino.so
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ˆˆ Language is Creative!
Confiden'al Luminoso h1p://lumino.so
It was really stuffy.
Smelled really musty. Reminds me of a dusty closet.
Was like a wet dog.
It was like it had been shut away for a long time.
Smells like an old house.
Really stale.
It smelled terrible.
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ˆˆ “He allowed me to look at my CAT scan, which was
good, but he didn’t answer each of my
questions.”
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I went to the grocery store.
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Concepts
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Concept-based analytics has…!
• Shown how reaction to product scent changes with price point.
• Determined the impact of viral videos • Discovered if customers noticed an
unannounced in-store policy change • Matched those who should connect at a
large enterprise software company’s user conference.
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Luminoso boils down text into actionable, justifiable insights.!
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Luminoso boils down text into actionable, justifiable insights.!
…In every language
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Luminoso boils down text into actionable, justifiable insights.!
…In every language
(except Turkish, Finnish, and Indonesian)
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ˆˆ Common Sense Computing!
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ˆˆ A Multilingual Project!
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ˆˆ ConceptNet (Liu et al 2004, Havasi et al 2007)!
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buy groceries
money
MIT Media Lab!
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buy groceries
money
wallet
cook
bank
MIT Media Lab!
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buy groceries
money
wallet
cook
bank
supermarket
groceries
buy
has verb
requires
spend
takes o
bject
produce
food part of
loca'o
n
building
person
expense
doesn’t w
ant
has
cashier
company
has
is for
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MIT Media Lab!
E14-474 - Digital Intuition!conceptnet5.media.mit.edu!
With Rob Speer
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ˆˆ Understand Concepts!
Confiden'al Luminoso h1p://lumino.so
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Digital Intuition
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Luminoso learns new concepts like you do!
• Luminoso understands context as well as the words in each comment or review
• The Insight Engine thinks of the world like a person does – understanding emotions, goals, and desires
• Luminoso can learn new words or company jargon by seeing how new words are used in context – like you!
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Case study: Impact of Color!
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ˆˆ Sports news!
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demo