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The biological imperative
for intelligent content
1
@nozurbina
urbinaconsulting.com/about-you
img: bit.ly/brainneb
@nozurbina
Me (Noz Urbina)
Content strategist & modeller
Consultant/trainer
Author
Futurist
H2H (Human-Human/B2B/B2C)
urbinaconsulting.com/events
89 3929 31 x88
24g
UC.com 2015
thecontentstrategybook.com
The problem
3
We have been side-swiped by change too many times.
Web shocked us after print, and mobile after desktop
The problem
4
And we’re still not ready for wearable & augmented
@nozurbina
Empathy
5
Go from
reactive to
proactive
We need return to fundamentals. To truly, deeply understand
each other, so we can better predict trends and optimise in
advance
@nozurbina
Sources and reviewers
@nozurbina - 6
MIT & Stanford
Lectures
Slides, models & drafts reviewed by Clinical Psychologist
Alberto Soler & Kontchín Soler, PhD in Psychobiology
To influence behaviour…
…we must understand
behaviour
Behaviour starts and
ends in the mind
http://bit.ly/brainneb
We need to (constantly) redefine
@nozurbina - 8
http://bit.ly/1cqjUbv
To invent physics, Newton had to redefine various words like “mass”,
“force”, “time”, and “motion”. He was trying to describe things never
before described
We need to (constantly) redefine
@nozurbina - 9
http://bit.ly/1cqjUbv
Digital technology is putting the same pressure on communicators.
People have never communicated this way before
We need to (constantly) redefine
@nozurbina - 10
http://bit.ly/1cqjUbv
We must build the new conceptual vocabulary required, so we can
discuss the issues and work out solutions
Communication
and the mind
http://bit.ly/brainneb
The topic
http://bit.ly/brainneb
The topic
Increasing complexity is pushing together communication specialists
of various disciplines
Communication
and the mind
http://bit.ly/brainneb
The topic
We need to think of language at the level of “systems”, not words or
pages. Intelligent content is free from format, rich in semantic and
structural metadata, and automation-system-ready
Communication
and the mind
http://bit.ly/brainneb
The thesis
Intelligent Content
supports our biological,
mental processes better
than traditional content
http://bit.ly/brainneb
The thesis
So let’s look at these
processes…
http://bit.ly/brainneb
The thesis
WE ARE SENSE MAKING
MACHINES
We’ll make it up if we have to
17
@nozurbina
BABY
18
We’re born on a biological mission to start to fill our
minds with information about the world around us
Semantic models
19
http://www.flickr.com/photos/denverjeffrey/
Semantic models are semi-conscious
mental storage units.
We can call up a semantic model instantly
and know how to react or interact.
Do you want to make me cry?
20
Prevent me from building my semantic models.
“Mommy, I need data!”
Do you want to make me cry?
21
A toddler needs input to their models in the same
way they need food or sleep
QUALITY CHECK
How good are our models?
22
@nozurbina
A & B are the same colour
23
Wikimedia commons
@nozurbina
But they aren’t
24
Wikimedia commons
@nozurbina
But they are!
25
Wikimedia commons
@nozurbina
Yet they aren’t
26
Wikimedia commons
@nozurbina
But they are
27
Wikimedia commons
@nozurbina
Yet they aren’t
28
Wikimedia commons
@nozurbina
Yet they aren’t
29
Wikimedia commons
Our models and processing
clearly aren’t perfect
Thinking Systems 2 and 1
30
Brain economics and the
cost/benefit of cognition
@nozurbina
Thinking System 2
• Plays poker and chess (unless
you’re a master, and can use System 1)
• Contains our conscious
experience
• Analyses, reflects on and digests
content
• Taxed when learning new skills
• Delegates to System 1
whenever possible 31
S l o o o w
“Expensive”
Tiring
@nozurbina
Thinking System 1
• “The zone”, “the gut”, “the heart”,
“lateral thinking” and inspiration
• Drives, plays violin (any embedded skill)
• Picks up on body language, style,
mood, metaphor, symbolism, etc.
(using associative memory)
• Uses compression & semantic models
• Skims content (using keywords, colour,
shapes and other fast cues)
32
Fast!
“Cheap”
(Nearly)
Effortless
FEEL THE DIFFERENCE
Answer these questions
(out loud or in your head)
33
FEEL THE DIFFERENCE
What’s your first name?
34
FEEL THE DIFFERENCE
What month were you born?
35
FEEL THE DIFFERENCE
How do you spell the month after
that month – backwards?
36
FEEL THE DIFFERENCE
Feel the effort spike? If the month had a
long name, you might even have had to
look away from the screen momentarily.
37
FEEL THE DIFFERENCE
That’s the difference between data
System 1 just returns vs data System 2
needs to work for.
38
39
System 1 can:
Read and understand large-
print and/or familiar words
Complete the phrase “bread
and…”
Drive a car on an empty road
Get which country is referred to
by: “Stars and stripes, Apple
pie, and optimism”
Find the “submit” button on a
form
System 2 can:
Try to reason out the
meaning of new words (if
System 1 doesn’t offer up a
satisfying definition)
Drive in heavy traffic or
adverse weather conditions
Search for an address on a
row of houses
Compare two products to
establish their overall value
@nozurbina
System 1 says these are the same.
System 2 can realise they really aren’t.
@nozurbina
System 1 uses compression to take the
fundamentals from the right and match it
to the model on the left.
@nozurbina
http://wtface.com/
WTFace.com
Compression creates errors. We see what
is not really there (Look up pareidolia and apophenia)
BUT THERE’S MORE
System 1 doesn’t just make
compression errors visually…
43
COMPRESSION ERROR
ILLUSIONS
Experience vs. Memory
44
@nozurbina
Who suffered more?
45
Time in minutes
Pain
0 10 20
2
4
6
8
10
Patient A
Time in minutes
Pain
0 10 20
2
4
6
8
10
Patient B
Each patient rated their pain over time. B suffered more
pain, for over twice as long, but doesn’t remember the
experience as negatively as patient A
@nozurbina
Who suffered more?
46
Time in minutes
Pain
0 10 20
2
4
6
8
10
Patient A
Time in minutes
Pain
0 10 20
2
4
6
8
10
Patient B
In controlled pain studies, subjects given an option will
choose to suffer more pain, for longer, provided that it
tapers off at the end
Memory trumps experience
…what we get to keep from
our experiences is a story.
What defines a story are
changes, significant
moments and endings.
Endings are very, very
important.
The remembering
self is a storyteller
47
I wanted to give a Delta Air Crew positive feedback on an
experience, and I was faced with this. It doesn’t work on a phone
and takes a lot of work to fill out
I just gave up
So not only did the air crew team not get their praise, my
memory of the whole experience went from positive to
negative because of the web team
Now I tell the story as “my disappointing Delta experience”
instead of my “amazing, brand-identity-altering Delta
experience”.
For each user/brand interaction: If you do a hand-off to
another silo, team, page or process that ruins the end of the
user’s story, your hard work is simply wasted
THE EXPERIENCE TO
IDENTITY PYRAMID
The semantic ladder for anything with interactivity
53
54
I.D.
(identity)
Model
Category
Pattern
Memory (story)
Experience
Easieraccess
Compression
Rewards
Inertia
55
I.D.
(identity)
Model
Category
Pattern
Memory (story)
Experience
Easieraccess
Compression
Rewards
Inertia
As we experience
things they get “rolled
up”, level by level for
efficient storage
56
I.D.
(identity)
Model
Category
Pattern
Memory (story)
Experience
Easieraccess
Compression
Rewards
Inertia
The details of user
experience eventually
and systematically
build brand identity,
but only after multiple
layers of heavy
compression
Our brains reward the
creation of new models
and IDs
But it’s always
“cheaper” to relate new
ones to old ones
http://bit.ly/brainneb
This is why “first
impressions” are so
impactful. With no
history, experiences
apply quickly to
identity.
Subsequent
experiences have to
outnumber or
overwhelm earlier ones
to make changes.
http://bit.ly/brainneb
59
http://en.wikipedia.org/wiki/File:Dopamineseratonin.png
Dopamine is the brain’s “reward” chemical.
If activated, it will cause the hippocampus to create a more
potent “write” to long term memory
I.D.
Models
Categories
Patterns
Memories
Experiences
Easieraccess
Compression
Rewards
Inertia
60
http://en.wikipedia.org/wiki/File:Dopamineseratonin.png
Memories created in the presence of dopamine are recalled
and pushed up the Experience-I.D. Pyramid more easily.
I.D.
Models
Categories
Patterns
Memories
Experiences
Easieraccess
Compression
Rewards
Inertia
61
http://en.wikipedia.org/wiki/File:Dopamineseratonin.png
These memories will have a stronger impact on related
models, whole categories, etc..
This impacts System 1’s associative memory
I.D.
Models
Categories
Patterns
Memories
Experiences
Easieraccess
Compression
Rewards
Inertia
@nozurbina
62
Today’s web uses these same constructs. E.g. Hashtag
searches on G+ pull associated concepts, just like in the
mind’s associative, semantic model-based storage
HOW WILL YOUR BRAND
STAND UP TO
COMPRESSION?
63
@nozurbina
64
http://3rdbillion.net/2014/01/apple-logo-2/
Get it right, and your brand will enjoy powerful positive
inertia and associations. Users will forgive bad
experiences more easily
INTELLIGENT CONTENT
Intelligent content enables agility from experience to identity
65
@nozurbina
66
Intelligent Content The Mind
Free from format, i.e., takes
messages and meaning across
devices, styles.
Compresses out details, retains only
the key content memory.
Rich in metadata – uses tagging to
make associations.
Associative by nature.
Uses structured content models. Builds models and uses them
frequently and easily.
Machine-validation-ready and
reusable to make diverse yet
consistent stories.
“Likes” finding patterns and
consistency using System 1. Gets
tired out by needing to parse
inconsistency, which needs System 2.
Your creators
and customers
will internalise
your models
Your creators
and customers
will internalise
your models
@nozurbina
Simplified model…
69
of complex reality
Intelligent content uses
semantic, structural
models of content and
tags it for associative
use in various contexts
(e.g. related links, taxonomy filtering, auto-
indexes or reuse by compilation…)
Computer’s can
validate models.
Content creators and
end users will
internalise them.
(allowing System 1 to move
through them more easily)
@nozurbina
Intelligent content
supports tailored delivery
Manage Serve &
Transform
Create
components
ProfileA
ProfileB
ProfileC
ProfileD
Same content
Everyone
…with WPT/
processing
tools
…in CCMS
(Structure
-aware)
…in structured
Authoring
Tool(s)
???
SO NOW WHAT?
Your System 1 does everything it can to restore the status
quo.
SO NOW WHAT?
New ideas are “brain-expensive”, so they are naturally
dropped during compression, or we try to mould and fold
them into existing ones.
SO NOW WHAT?
So take a deep breath and tell System 2 to take charge!
SOME PARTING
THOUGHTS
@nozurbina
Attitude shift
Stop framing the
user in the window
of the medium.
Assumptions and
analytics aren’t
enough.
Find out who they
really are.
@nozurbina
Embrace structure
78
Visual designers get that structure isn’t the opposite of beauty and
the consistency doesn’t kill creativity. Why can’t content people do
the same?
Check out bit.ly/artofgrid
for great designer quotes
about “ the grid system”
HOMEWORK
Specific lessons and terms to take home
79
(some of which are in our
book. Nudge nudge, wink
wink)
@nozurbina
Embrace Intelligent
Content
• Write for system 1 and system 2
• Explicitly define the semantic models implicit in
your content
– Map out the different perspectives and contexts in
which content will be used
• Give creators clear tools to create and visualise
their work across contexts
• Store semantic content so machines validate it
and can help you deliver tailored experiences
80
@nozurbina
Embrace Intelligent
Content
• Measure user memory of whole journeys
– UX is just a means to an end
– Digital alone CANNOT SHOW a customer’s full
journey
• Set up your team properly
– “Chief content officer” and “chief experience officers” are
becoming real things
– Get content creators, strategists, engineers (and the rest)
who understand the value-add of each other’s work
• Start bashing your boss’s System 1 and 2
81
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The Biological Imperative for Intelligent Content

Hinweis der Redaktion

  1. We are in a world of continuously accelerating change, and we are living longer and longer Every generation is facing more change than every other that has ever lived There is nothing new in the world, but things are very nearly new Every time this happens we have a shock to the system that has the same requirements Newton had to redefine mass, force, time, motion Motion used to just mean change, like a peach ripening P.7 The Information
  2. We are in a world of continuously accelerating change, and we are living longer and longer Every generation is facing more change than every other that has ever lived There is nothing new in the world, but things are very nearly new Every time this happens we have a shock to the system that has the same requirements Newton had to redefine mass, force, time, motion Motion used to just mean change, like a peach ripening P.7 The Information
  3. This whole session could be considered an in-depth focus on empathy Go deep into the fundamentals understand all people so that we can better support and persuade the behaviour of our audiences And ourselves find the clarity and justification required to take the necessary steps Keep seeing all these times where we get sideswiped when if we had been looking at the BIGGER PICTURE. We could have anticipated. i am going to talk about the brain, how it functions and how the lessons of cognitive science can lead us to better user empathy i am going to present my own theories and models that i have developed over nearly 3 years of research regarding how we can and must rethink content for the new millenium i am doing this in hopes that we as industry can be more proactive, and less reactive, and those that chose to will be able to stay if not ahead of the curve, then ahead at least keep their heads above water as the tidal wave of change continues to batter us. The biological mechanisms of the brain offer many valuable insights into the new millennia content problems Those same mechanisms create the challenges for us in improving our content The thing we are trying to address in our audience is exactly what is holding us back.
  4. Dr Psychobiology PhD Clinical Psychology MS
  5. http://bit.ly/brainneb The brain is a sense maker virtual reality machine reward system
  6. The only way to deal with constantly accelerating change is with serial revolutionary innovation Google’s 1000% rule Our biology is not designed for paradigm shifts Newton had to redefine mass, force, time, motion Motion used to just mean change, like a peach ripening P.7 The Information http://bit.ly/1cqjUbv
  7. The only way to deal with constantly accelerating change is with serial revolutionary innovation Google’s 1000% rule Our biology is not designed for paradigm shifts Newton had to redefine mass, force, time, motion Motion used to just mean change, like a peach ripening P.7 The Information http://bit.ly/1cqjUbv
  8. The only way to deal with constantly accelerating change is with serial revolutionary innovation Google’s 1000% rule Our biology is not designed for paradigm shifts Newton had to redefine mass, force, time, motion Motion used to just mean change, like a peach ripening P.7 The Information http://bit.ly/1cqjUbv
  9. Semantically rich and tagged Structured Validation-ready
  10. Semantically rich and tagged Structured Validation-ready
  11. Semantically rich and tagged Structured Validation-ready
  12. Semantically rich and tagged Structured Validation-ready
  13. Semantically rich and tagged Structured Validation-ready
  14. Semantically rich and tagged Structured Validation-ready
  15. Handles categorisation and retrieval Does “heuristic assessment” of complex questions Holds our racism, sexism, nationalism, and other “isms”
  16. Handles categorisation and retrieval Does “heuristic assessment” of complex questions Holds our racism, sexism, nationalism, and other “isms”
  17. Alvin Toffler is an American writer and futurist, known for his works discussing the digital revolution, communication revolution, corporate revolution and technological singularity. 
  18. Alvin Toffler is an American writer and futurist, known for his works discussing the digital revolution, communication revolution, corporate revolution and technological singularity. 
  19. Alvin Toffler is an American writer and futurist, known for his works discussing the digital revolution, communication revolution, corporate revolution and technological singularity. 
  20. So we have met system 1 and 2 and understood how compression and load balancing work at a basic level. Now let’s see some more complex examples that relate to user’s content experiences.
  21. Jerry story… Anything with interactivity goes through this cycle. It creates inertia. It takes lots of experiences to change one of these. We are discouraged from initially changing them, but we get a reward for getting to the top. Our brain is rewarding us for making new IDs. t’s always cheaper to make new ones based on existing models.
  22. Jerry story… Anything with interactivity goes through this cycle. It creates inertia. It takes lots of experiences to change one of these. We are discouraged from initially changing them, but we get a reward for getting to the top. Our brain is rewarding us for making new IDs. t’s always cheaper to make new ones based on existing models.
  23. Jerry story… Anything with interactivity goes through this cycle. It creates inertia. It takes lots of experiences to change one of these. We are discouraged from initially changing them, but we get a reward for getting to the top. Our brain is rewarding us for making new IDs. t’s always cheaper to make new ones based on existing models.
  24. If you will allow me to geek out for a second the limbic system manages our basic stimulus responses coordinates recoding memory Contains Amygdala (emotions) wand the Hippocampus (Memory administrator) Get Amygdala giving dopamine and get an easier “write” Get past the hard parts of the pyramid to the top automatically get dopamine release. Also get one if you relate two existing models. This creates emotional and semantic ‘halo effects’, which stand up really well to compression. Simple: Mnemonic devices slogans that rhyme Complex: taxonomies GEEK FEST OVER – LET’S SEE AN EXAMPLE
  25. If you will allow me to geek out for a second the limbic system manages our basic stimulus responses coordinates recoding memory Contains Amygdala (emotions) wand the Hippocampus (Memory administrator) Get Amygdala giving dopamine and get an easier “write” Get past the hard parts of the pyramid to the top automatically get dopamine release. Also get one if you relate two existing models. This creates emotional and semantic ‘halo effects’, which stand up really well to compression. Simple: Mnemonic devices slogans that rhyme Complex: taxonomies GEEK FEST OVER – LET’S SEE AN EXAMPLE
  26. http://3rdbillion.net/2014/01/apple-logo-2/
  27. 45 IN / 5 LEFT Variant and configuration management
  28. 45 IN / 5 LEFT Variant and configuration management
  29. This model explicitly maps out the various semantic components of a feature overview. All content of the type “feature overview” should match the model. (computers can quality check content structures for you if you create semantic, structured content)
  30. 45 IN / 5 LEFT Variant and configuration management
  31. 45 IN / 5 LEFT Variant and configuration management
  32. http://www.markboulton.co.uk/journal/wysiwtfftwomg http://thecontentwrangler.com/2011/01/17/what-is-intelligent-content/ Interactive Kioskwww.omnimediaworld.co.id - Manufacturing | Datasheets | Templates & Design Exampleswww.stocklayouts.com - 500 × 310 - Search by image 2768391365_9d870914cf_o.jpgwww.flickr.com - 2816 × 2112 - Search by image www.flickr.com/photos/mnsc/2768391365/
  33. Some of you will join the party, and you’ll tell your bosses all about this. NO! You’ll just tell them that the game has fundamentally changed. You’ll show them some examples of other websites and talk about how we need to picture customers as real, complete people living their lives and see what their realities with the brand and industry are like, so you can leapfrog the competition, or maintain your leadership by a mile, not have them nipping at your ankles
  34. Some of you will join the party, and you’ll tell your bosses all about this. NO! You’ll just tell them that the game has fundamentally changed. You’ll show them some examples of other websites and talk about how we need to picture customers as real, complete people living their lives and see what their realities with the brand and industry are like, so you can leapfrog the competition, or maintain your leadership by a mile, not have them nipping at your ankles
  35. Some of you will join the party, and you’ll tell your bosses all about this. NO! You’ll just tell them that the game has fundamentally changed. You’ll show them some examples of other websites and talk about how we need to picture customers as real, complete people living their lives and see what their realities with the brand and industry are like, so you can leapfrog the competition, or maintain your leadership by a mile, not have them nipping at your ankles
  36. Some of you will join the party, and you’ll tell your bosses all about this. NO! You’ll just tell them that the game has fundamentally changed. You’ll show them some examples of other websites and talk about how we need to picture customers as real, complete people living their lives and see what their realities with the brand and industry are like, so you can leapfrog the competition, or maintain your leadership by a mile, not have them nipping at your ankles
  37. content example – Roomba and Scooba Users Sales person in a retail store (extranet) Prospective customer shopping online Scenarios Content models RS Components – “This is what we know about how our customers buy” Huddle – “The Brand is this pantonne color and this Font”
  38. http://graphicdesign.stackexchange.com/questions/25143/what-is-this-circle-technique-called/25151#25151 Randomness is never found in anything that is intended for any use
  39. Cleve said, Marketing has too much muscle and own the customer. He is also predicting new roles coming out.