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Falling in and out
and in love with
Information Architecture
Lou Rosenfeld •  May 4, 2018
what I’ll cover
What information architecture is
Why we fall in love with it
Why we fall out of love with it
And why we fall back in love with it
1
What is 

information architecture?
A definition



“The craft of structuring, organizing, and
labeling information to make it easier
to find and understand.”
Questions to answer



What are the common information needs?
What are common information-seeking behaviors?
What content goes where?
What content goes together?

What content is most important?
Information architecture 

ingredients
(obligatoryVenn diagram)
From http://www.louisrosenfeld.com/home/bloug_archive/000024.html
Information architecture components
• Labeling systems: metadata, controlled vocabularies, thesauri
• Organization systems: taxonomies, content models, ontologies
• Navigation systems: top-down/site-wide, contextual
• Search systems: interface design, indexing, results design
Finding +
understanding
=
iterative searching /
browsing / learning
Information architecture 

is always present
From https://commons.wikimedia.org/wiki/Chess#mediaviewer/File:Opening_chess_position_from_black_side.jpg
From https://upload.wikimedia.org/wikipedia/commons/d/d1/Postcard-for-correspondence-chess_%28trimmed_image%29.png
Information architecture 

is invisible 



Information architecture 

is invisible 



…until it’s not
From https://www.lukew.com/ff/entry.asp?178
From https://www.lukew.com/ff/entry.asp?178
today
today
today
search
navigation,
labeling, organization
today
today
content model
metadata
metadata
content object
content object
content objectcontent object
content object
Information architecture 

helps makers 

as well as users
From https://biblioklept.org/2013/05/15/joseph-hellers-handwritten-outline-for-catch-22/
From “Information Architecture in Real Life” Are Halland: 

https://www.slideshare.net/aregh/information-architecture-in-real-life-part-i
From “Information Architecture for the WWW” 2nd ed.
Information architecture

is a lens on culture
Information architecture

can be dangerous
2
Falling in love with
information architecture
It’s natural to 

organize stuff…
the Bower Bird
Ptilonorhynchidae
From http://www.viralforest.com/bower-bird/
the Bower Bird
Ptilonorhynchidae
From http://www.viralforest.com/bower-bird/
the Bower Bird
Ptilonorhynchidae
From http://www.viralforest.com/bower-bird/
the Bower Bird
Ptilonorhynchidae
the Information Architect
Homo sapiens inconfusus
the Information Architect
Homo sapiens inconfusus
the Information Architect
Homo sapiens inconfusus
…and fun too
The gravity of the gaps
The gravity of the gaps
It’s necessary 

to organize stuff
Read about my experience consulting for the US Department of Veterans Affairs: http://louisrosenfeld.com/home/bloug_archive/2009/07/shame_and_disgust.html
It’s necessary 

to organize stuff
…and ethical too
Read about my experience consulting for the US Department of Veterans Affairs: http://louisrosenfeld.com/home/bloug_archive/2009/07/shame_and_disgust.html
3
Falling out of love with
information architecture
Mgmt.
incentives
for teams
"Org chart"
site map
Topical
guides
Site-wide
site index
Content
inventory
Content
analysis
Ubiquitous
simple
search IF
Index all
enterprise
content
K-logs for
key people
Wikis for
key teams
Top-Down
Navigation
Bottom-Up
Navigation
Search
"Guerrilla"
Information
Architecture
"Shallow"
topical
hierarchy
Topical
site map
Topical
subsites
Product
hierarchy
Business
function
hierarchy
"Deep"
topical
hierarchy
Specialized
content
index
Select
content
models
Identify
content
objects
Metadata
for objects
Linking
rules for
objects
Connect
content
models
Spell-
checking
Stemming
Develop
"Best
Bets"
Clustered
by existing
metadata
Remove
duplicate
results
Clustered
from auto-
classification
Consistent
document
titling
Clustered
by topical
metadata
Clustered
by fielded
criteria
Document
auto-
classification
Document
auto-
categorization
Consistent
semantic
metadata
Cross-walking/
switching
vocabs.
Meta- or
enterprise
thesaurus
Link staff
directory
to k-logs
Link staff
directory
to wikis
Broaden
k-log
coverage
Broaden
wiki
coverage
K-log
aggregation
(RSS)
HR
incentives
for KM
K-logs made
searchable
Wikis made
searchable
Site
hierarchy
Site map
"Org chart"
hierarchy
Site index
Selective
navigation
Content
modeling
Metadata
development
Search
queries
Search results
Content from
teams,
communities
Content from
experts
Launch
content
models
Synonyms
from
thesauri
Enterprise Information Architecture Roadmap
Louis Rosenfeld http://www.louisrosenfeld.com
Version 3.0; February, 2006 Your mileage will vary.
Many enterprises have failed to integrate content from across
departmental "silos" in ways that make sense to users. This Roadmap
breaks down information architecture design into four major tracks, and
plots concrete steps within each track over time with the goal of making
information easier to find across silos. Use the Roadmap as a straw man
to inform and shape your own enterprise IA strategy.
Want more?
• Definitions, explanation, and discussion:
http://louisrosenfeld.com/home/bloug_archive/000359.html
• Enterprise Information Architecture seminar with Lou Rosenfeld:
http://louisrosenfeld.com/eia/
Consistent
structural
metadata
Use connective
tools (a la
Technorati)
K-logs linked
from
taxonomy
Wikis linked
from
taxonomy
Enable user
keyword
tagging
Metadata
gap
analysis
Delete site
index
Faceted
navigation
Politicized
main page
User-
centered
main page
Main page
Enterprise
-centered
main page
"Revise
search"
interface
Search
interface
Consistent
specialized
search IFs
Consistent
simple search
IF design
Metadata
attribute
inventory
Metadata
tagging
Acquire
external
CVs
Metadata
value
inventory
Enable author
keyword
tagging
Manual
tagging of
key areas
Tuning of
automatic
tagging
Concept-
searching
Very Soon Near Term Long Term Way Off © 2006 Louis Rosenfeld LLC.
All right reserved.
Site-wide index
from common
queries
Faceted
metadata
Big IA challenges require
changing culture more than sites
Big IA challenges require
changing culture more than sites
and… big evidence
Reports from the user research group
Query data from the search team
XXX.XXX.X.104 - - [10/Jul/2013:10:25:46 -0800] "GET /search?
access=p&entqr=0&output=xml_no_dtd&sort=date%3AD%3AL%3Ad1&ud=1
&site=AllSites&ie=UTF-8&client=www&oe=UTF-8&proxystylesheet=ww
w&q=lincense+plate&ip=XXX.XXX.X.104 HTTP/1.1" 200 971 0 0.02
XXX.XXX.X.104 - - [10/Jul/2013:10:25:48 -0800] "GET /search?
access=p&entqr=0&output=xml_no_dtd&sort=date%3AD%3AL%3Ad1&ie=U
TF-8&client=www&q=license+plate

&ud=1&site=AllSites&spell=1&oe=UTF-8&proxystylesheet=www&ip=XX
X.XXX.X.104 HTTP/1.1" 200 8283 146 0.16
XXX.XXX.XX.130 - - [10/Jul/2013:10:24:38 -0800] "GET /search?
access=p&entqr=0&output=xml_no_dtd&sort=date%3AD%3AL%3Ad1&ud=1
&site=AllSites&ie=UTF-8&client=www&oe=UTF-8&proxystylesheet=ww
Logs from the call center
Reports from analytics applications
“Learnings” fromVoice of the Customer research
Reports from CRM applications
Surveys behind Net Promoter Score
Studies from the research center
Analysis of
social media
Brand architecture research
No shortage of evidence
But how do we make sense of it?
What
Why
Methods employed:
quantitative versus qualitative
Goals: help org or users
Organizational goals
Users’ goals
How they use data: measuring
world we know versus world
we don’t
Measuring the world we know


Exploring the world we don’t
Descriptive data
Statistical data
The blind men and the
elephant
The insight gap
The operations gap
WeWork’s Polaris
1. Siloed research
2. Gaps in research memory
3. Reports instead of insight
WeWork: "nuggetization" +
metadata
WeWork: "nuggetization" +
metadata
content objects
metadata
WeWork: "nuggetization" +
metadata
WeWork: "nuggetization" +
metadata
WeWork: filter/search this stuff
content objects
metadata
WeWork: an insight
content objects
metadata
4
Falling back in love with
information architecture
Opportunity
Information architecture 

for enabling operations
metadata
metadata
metadata!!!!
from DevOps: https://devops.com/2014/04/07/evolve-devops/
DevOps => DecisionOps
DevOps
from DevOps: https://devops.com/2014/04/07/evolve-devops/
DevOps => DecisionOps
DevOps DesignOps
from DevOps: https://devops.com/2014/04/07/evolve-devops/
DevOps => DecisionOps
DevOps DesignOps ResearchOps
from DevOps: https://devops.com/2014/04/07/evolve-devops/
DevOps => DecisionOps
DevOps DesignOps ResearchOps InsightOps
from DevOps: https://devops.com/2014/04/07/evolve-devops/
DevOps => DecisionOps
DevOps DesignOps ResearchOps InsightOps
Operations is nascent… and requires IA
CreativeOps, Social Media Ops, DataOps…
Opportunity
Information architecture 

enables Artificial Intelligence
“AI requires machine learning, machine learning
requires analytics, and analytics requires the
right data and information architecture (IA). In
other words, there is no AI without IA.”



— RobThomas, general manager at IBM Analytics.
From VentureBeat, January 2018 https://venturebeat.com/2018/01/12/the-road-to-ai-leads-through-information-architecture/
From presentation “AI and ML Demystified”; Carol Smith at Midwest UX 2017: 

https://www.slideshare.net/carologic/ai-and-machine-learning-demystified-by-carol-smith-at-midwest-ux-2017/16-AI_and_ML_Demystified_carologic
From presentation “AI and ML Demystified”; Carol Smith at Midwest UX 2017: 

https://www.slideshare.net/carologic/ai-and-machine-learning-demystified-by-carol-smith-at-midwest-ux-2017/16-AI_and_ML_Demystified_carologic
Information architect as
teacher of algorithms
Opportunity
Information architecture 

improves everyday experiences
Reconsidering the IA of books…
FREQUENTLY
ASKED QUESTIONS
What do you mean by “content everywhere”?
The way I talk about it, “content everywhere” doesn’t mean splattering your
message in every corner of the Web. It’s about investing in content that’s
flexible enough to go wherever you need it: multiple websites, apps, chan-
nels, and other experiences. Why? Because devices of all shapes, sizes, and
capabilities are flooding the market, and users expect to get your content on
all of them, which you can read about in Chapter 1.
Right now, most organizations can barely keep up with their large, unwieldy
desktop websites, much less multiple different sets of content for all these
different experiences. Content everywhere is all about learning how to pre-
pare one set of content to go wherever it’s needed—now and in the future.
What do you mean by structured content,
and why is it so important?
Today, most digital content is unstructured: just words poured onto a page.
To signify where one part ends and another begins, writers use formatting,
like upping a font size to be a headline or putting an author’s name in italics.
This works fine if your content is only going to be used on a single page and
viewed on a desktop monitor, but that’s about it.
Structured content, on the other hand, is created in smaller modules, which
can be stored and used in lots more ways. For example, you could display
a headline and a copy teaser in one place, and have a user click to read the
rest—something you can’t do if the story is all one blob. You can give the
same content different presentation rules when it’s displayed on mobile,
such as resizing headlines or changing which content is prioritized or
emphasized—automatically. In this way, adding structure actually makes
content more flexible, because it allows you to do more with it. You can learn
about this in Chapter 5.
But don’t I need different, simpler content for mobile?
Inserted an FAQ before
the TOC for additional
context, navigation, and
orientation
Reconsidering the IA of books…
FREQUENTLY
ASKED QUESTIONS
What do you mean by “content everywhere”?
The way I talk about it, “content everywhere” doesn’t mean splattering your
message in every corner of the Web. It’s about investing in content that’s
flexible enough to go wherever you need it: multiple websites, apps, chan-
nels, and other experiences. Why? Because devices of all shapes, sizes, and
capabilities are flooding the market, and users expect to get your content on
all of them, which you can read about in Chapter 1.
Right now, most organizations can barely keep up with their large, unwieldy
desktop websites, much less multiple different sets of content for all these
different experiences. Content everywhere is all about learning how to pre-
pare one set of content to go wherever it’s needed—now and in the future.
What do you mean by structured content,
and why is it so important?
Today, most digital content is unstructured: just words poured onto a page.
To signify where one part ends and another begins, writers use formatting,
like upping a font size to be a headline or putting an author’s name in italics.
This works fine if your content is only going to be used on a single page and
viewed on a desktop monitor, but that’s about it.
Structured content, on the other hand, is created in smaller modules, which
can be stored and used in lots more ways. For example, you could display
a headline and a copy teaser in one place, and have a user click to read the
rest—something you can’t do if the story is all one blob. You can give the
same content different presentation rules when it’s displayed on mobile,
such as resizing headlines or changing which content is prioritized or
emphasized—automatically. In this way, adding structure actually makes
content more flexible, because it allows you to do more with it. You can learn
about this in Chapter 5.
But don’t I need different, simpler content for mobile?
Inserted an FAQ before
the TOC for additional
context, navigation, and
orientation
Navigation
Story arc from Donna Lichaw’s
The User’s Journey
(Rosenfeld Media, 2016)
…and conferences
PARTY!
PARTY!
PARTY!
delayed Climax!
Now is
the time!
• Tribal information architecture is over
• Moving beyond website information
architecture
• More gaps than ever before
• The ethics of finding and using information
more important than ever
if we have time
a thought about

Venn diagrams
From https://uxdesign.cc/ux-venn-diagrams-82e11e35570e
From http://peoplevendor.com/ux-design-services/
From http://jemrosario.com/portfolio-item/camh-content-strategy/
From https://www.pinterest.co.uk/source/ux.stackexchange.com/
From https://ia.net/topics/the-spectrum-of-user-experience-1
It’s all about the intersection
It’s all about the intersection
convergence
It’s all about the intersection
It’s your journey; surrender to it
convergence
Thanks!
slides 

https://rfld.me/2JQeGgH
Lou Rosenfeld
@louisrosenfeld
lou@rosenfeldmedia.com
www.rosenfeldmedia.com • @rosenfeldmedia

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