1. taming taxonomy jessica duverneay - alberta soranzo
Taming Taxonomy
Tips & Tools for Creating Structure
with the User in Mind
jessica duverneay | @undrstndng
alberta soranzo | @albertatrebla
2. taming taxonomy jessica duverneay - alberta soranzo
Agenda
1: Case Study
2: Tool Review
3: Peer to Peer Learning Activity
(write your questions now!)
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Case Study
Client: American Society for Aesthetic
Plastic Surgery (ASAPS)
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Case Study
• Understanding
Taxonomies?!?
• Search Engine
Keyword Market?!?
• Comprehensive
System?!?
• Polyhierarchy?!?
• Synonym
Mapping?!?
• Governance Plan?!?
Statement of What?!?
...and I had this much time:
24
Hours
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Case Study
The Problem
Glossary of Terms!
Injectables and Dermal Fillers!
• Amphadase"
• Acquamid"
• Anesthesia"
• Anika CTA"
• Anti-viral"
• Artecoll"
• ArteFill"
• ArteSense"
• Axillary"
• Belotero"
• Betacaine"
• Bio-alchamid"
• Bioplastique"
• Botox"
• Botox Cosmetic"
• Botulinum Toxin"
• Botulinum Toxin Type A"
• Botulinum Toxin Type B"
• Bovine Collagen "
• Calcium hydroxylapitite"
• Captique"
• Carboxytherapy"
• Cellulite"
• Collagen"
• ETC… "
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Case Study
Breast Implants
Breast Augmentation
Breast Enhancement
Breast Enlargement
Breast Surgery
Implants
Silicon Implants
Saline Implants
Gel Implants
Subpectoral Breast
Surgery
Mammoplasty
Breast Replacement
Breast Revision
Breast Reconstruction
**Boob Job
**Pectoral Implants
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Case Study
Polar Bear Book Says:
•Categories should be
mutually exclusive, unless
they are polyhierarchical.
•Consider the balance
breadth and depth, erring on
the side of broad and
shallow for new sites.
•Taxonomy = a slow layer,
while navigation may be
slightly faster
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Case Study
Which exact word should be used?
Where does it go in relation to the others?
What are the exceptions?
That’s all I have to do?
NEAT!
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Case Study
Which exact word should be used?
Where does it go in relation to the others?
What are the exceptions?
That’s all I have to do?
NEAT!
NOT
SO
FAST
THERE,
BUDDY!
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Case Study
Strategy: User Centered vs. Business Centered
Size: Scalable vs. Finite
Coverage: Comprehensive vs. Section Specific
Application: Cross Channel vs. Web Centered
Time Sensitivity: Aspirational vs. Current
Metaphor: Uniform/Exact vs. Mixed Approach
Language Conventions: SEO Preferential vs. Natural
Language vs. Branding vs. Authoritative
Structure: Polyhierarchical vs. Mutually Exclusive
Consider:
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Case Study
Strategy: User Centered
Size: Scalable
Coverage: Comprehensive
Application: Cross Channel
Time Sensitivity: Aspirational
Metaphor: Mixed Approach
Language Conventions: SEO Preferential & Natural
Language
Structure: Polyhierarchical
ASAPS Taxonomy Needs to be:
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Case Study
Activity 2:
Lightweight
Keyword
Research
**Note: Site Search log files
would have been nice too but
the client didn’t track it and now
was not the time to start.
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Case Study
Activity 3: Existing User Research & Vernacular
Ashlee: The Lifestyle Patient - "Seeking Perfection"
Experienced Consumer / Immediate or Recent
DETAILS: Age 29, Part time dental hygienist, Married, Soon to be mother, Extensive procedure history, Motivated by
beauty, Detail oriented, Technology proficient
Representative Activities:
Understanding detailed info on procedures, Understanding a procedure lifecycle, Pursing a complex procedure, Finding a
doctor near her, Researching the best way to find the best doctor, Keeping up to date on aesthetic news, Participating in
online social aspects, account features, and creating user generated content
Tonya: The Potential Patient - "Seeking Comfort"
Novice Consumer / Far Future
DETAILS: Age 36, Higher education administrator, Single, No children, No procedure history, Not motivated by beauty,
Seeking general information, Technology proficient
Representative Activities:
Researching basic procedure information, determining if a procedure is the right option, researching commonly asked
questions, investigating a more complicated specific medical concern
Loren: The Occasional Patient - "Seeking Rejuventation"
Intermediate Consumer / Future
DETAILS: Age 49, Lawyer, Dating with two college age children, Injectable history but no procedure history, Motivated by
appearance, Seeking comparative and specific information, Technology savvy
Representative Activities:
Comparing multiple options to solve an aesthetic concern, addressing a post procedure experience, locating male specific
procedure information for a male companion
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Case Study
Activity 4: Term Sorting / Affinity Diagramming
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Case Study
Activity 5 : Competitor’s Approaches
SOURCES:!
www.plasticsurgery.org!
www.realself.com!
www.clevelandclinic.org!
!
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Case StudyPROCEDURES INJECTABLES FOR MEN PLANNING TOOLKIT SELECT A DOCTORASK A QUESTION
PROCEDURES
BODY HEAD & FACE
Breast Augmentation
Breast Lift
Breast Reduction
Breast Revision
Revision Breast Augmentation
Body Lift
Buttock Implants
Buttock Lift
Fat Transfer
Labiaplasty
Liposuction
Non-Surgical Fat Reduction
Spider Vein Treatment
Thigh Lift
Tummy Tuck
Upper Arm Lift
Brow Lift
Ear Reshaping
Eyelid Surgery
Face Lift
Facial Implants
Neck Lift
Rhinoplasty
BREAST SKIN & HAIR
Cellulite Treatment
Chemical Peel
Eyelash Enhancer
Hair Transplant
Hand Rejuvenation
IPL / Photorejuvenation
Laser Hair Removal
Laser Skin Resurfacing
Laser Tattoo Removal
Microdermabrasion
Non-Surgical Skin Tightening
Permanent Makeup
COMPLETE SOLUTIONS
Facial Rejuvenation
Mommy Makeover
Plastic Surgery After Weight Loss
PROCEDURES
INJECTABLES
All Injectables
Dermal Fillers
Fat Injections
Lip Injections
Perspiration Reducer
Wrinkle Fillers
Wrinkle Reducers
FOR MEN
Body Lift
Calf Implants
Head & Face
Gynecomastia
Injectables
Liposuction
Non Surgical Fat Reduction
Pectoral Implants
Penis Enlargement
Skin & Hair
Thigh Lift
Tummy Tuck
Upper Arm Lift
PLANNING TOOLKIT
Getting Started
Beauty at Every Age
Ask a Doctor
Cost
Facts & Stats
Safety
Planning Resources (Checklists)
Patient Stories
Aftercare & Recovery
Complications
SELECT A DOCTOR
Find a Doctor
Find a Skin Care Specialist
How to Choose a Doctor
How to Choose a Provider
Credentials, Training & Certification
Planning an Office Visit
ProTip:
Taxonomy
isn’t
naviga7on
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Case Study
Governance Plan
• How it’s used
• Who uses it
• Why & When it might be
updated
• How it’s updated
• Who updates it
• Version tracking & archival
considerations
Ensures the Taxonomy remains useful as business needs,
content, vendor input, or user expectations change or scale.
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Case Study
Value to ASAPS
• User Centered, learnable navigation
• Uniform Language guide for internal
content creators & vendors across
all consumer channels
• Repositioning controlled vocabulary
in alignment with brand –
medically authoritative but
approachable by average
consumer
• Explicit support of business goals (ie:
Men, Taxonomy)
• Roadmap for content creation due to
holes pointed out by aspirational
taxonomy
• Improved Findability – SEO, navigation,
site search, tagging
• Created a valuable, living, manageable
taxonomy that will be used
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Case Study
ASAPS Taxonomy Project Lifecycle
Understand the
Problem
Understand Purpose of
Taxonomy
Strategy
Assess Existing
Taxonomies
Keyword Research
User Research &
Vernacular
Competitor's
Approaches
Term Sorting
SEO Validation
Client Approval
Synonym Generation
Polyhierarchical
Mapping
Application
Governance
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Case Study
Main Point: Doing it Once =
Understand the
Problem
Understand Purpose of
Taxonomy
Strategy
Assess Existing
Taxonomies
Keyword Research
User Research &
Vernacular
Competitor's
Approaches
Term Sorting
SEO Validation
Client Approval
Synonym Generation
Polyhierarchical
Mapping
Application
Governance
TAXONOMY!
IS
AWESOME!!
30. taming taxonomy jessica duverneay - alberta soranzo
Summary
Taxonomy Tamed
• Taxonomy helps consistently
and meaningfully organize
words
• Be strategic & thoughtful about
how you approach your
taxonomy creation
• Search analytics, SME, and user
research can help you
understand how users talk
about things
• Taxonomy is NOT navigation
• Branding, culture, & business
needs have a place in
deciding how to say what you
say
• Remember to consider all of the
cross channel places your
users might see the
taxonomy
• Jump in and try it, it’s not scary,
it can be fun, and adds
tangible value / ROI to a
project
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Taxonomy
Taxonomies are collections of facets, which
are created by organizing concepts into
categories.
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What is card sorting?
Card sorting is one of the best ways to
identify categories by having controlled
tests with groups of users to create
categories.
source thetaxonomyblog.com
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Why use card sorting?
•Input into information design process
•Define overall content hierarchy and
structure
•Design navigation, menu and taxonomies
•Outline users’ mental models
source thetaxonomyblog.com
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How do you do card sorting?
Participants organize topics into categories
that make sense to them and may also help
label these groups.
source flickr.com/photos/nedrichards/
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Open card sorting
Open
Participants organize topics into groups
that make sense to them, then name the
groups.
source flickr.com/photos/nedrichards/
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Closed card sorting
Closed
Participants organize topics into predefined
groups.
source flickr.com/photos/nedrichards/
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Combination card sorting
Combination
Open card sort to identify content
categories.
Closed card sort to see how well the
category labels work.
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Design the test
•Create list of content topics.
•Prepare the cards.
•Email participants a link to the study.
•Provide instructions for the sort, including
expected length.
•Thank the participant for their time.
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Topics
•Individual pages
•Functionality
•Small groups of pages
•Whole sections of the site
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What you see - Participant Centric Analysis
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The future
Predictive Cognitive Semantic Analysis
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PCSA
Seamus O’Leary, PhD
Queen’s University
Institute of Cognition and Culture
Belfast
“Predictive Cognitive Semantic Analysis: An Algorithm for
Place-Making in Cross-Channel Experiences” (2010)
source gerard1972.deviantart.com
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PCSA
Predictive Cognitive Semantic Analysis
source gerard1972.deviantart.com
“I had an intuition that by interpolating results of best
merge dendograms with anti-pattern libraries and text
readability scores, my algorithm would accurately predict
the boundaries of cognitive and semantic mapping.”
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PCSA
Predictive Cognitive Semantic Analysis
source gerard1972.deviantart.com
• Parallax Theory of Brain Modeling (Johnston, Neil et al.)
• Cognitive Disenthropy Theory (Blake, McGuinn)
• Systemic Distribution of Neural Pathways Model (Mould?)
• Fibonacci Sequence
• Limit of Consecutive Quotients Paradox (Kepler)
• Structural Malta Approach to Card Sorting (Mann, Pallot)
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PCSA in one word
source gerard1972.deviantart.com
NDA
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PCSA tool and API
Predictive Cognitive Semantic Analysis
(exp. release 2014)
source gerard1972.deviantart.com
• Solid taxonomy
• Comparable sitemaps (CI 97.2%-99.71)
• Increased findability, better SEO
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The future?
Predictive Cognitive Semantic Analysis
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What card sorting helps you with
•Vetting navigation schemes
•Defining information architecture
•Improving findability
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Concretely, card sorting gives you
•Data to support decisions
•Cheap method of testing labels and structure
•User-centered taxonomy
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What card sorting doesn’t help you with
•Improving bad content
•Fixing bad design
•Losing weight
•Winning the lottery
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Card sorting & Taxonomy resources
Books
Card Sorting - Designing Usable Categories
Donna Spencer
Rosenfeld Media, 2009
Mental Models: Aligning Design Strategy with Human Behavior
Indy Young
Rosenfeld Media, 2008
The Accidental Taxonomist
Heather Hedden
Information Today, Inc. 2010
Information Architecture for the World Wide Web: Designing Large-Scale Web Sites
Peter Morville and Louis Rosenfeld
O’Reilly, 2008
Pervasive Information Architecture: Designing Cross-Channel User Experiences
Andrea Resmini and Luca Rosati
Morgan Kaufmann, 2011
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Card sorting & Taxonomy resources
Card sorting tools
Online
conceptcodify.com
optimalworkshop.com/optimalsort.htm
simplecardsort.com
usabilitest.com/CardSorting
uxpunk.com/websort/
Offline (spreadsheets)
Joe Lamantia – boxesandarrows.com/?p=2803
Donna Spencer – maadmob.com.au/?p=45
Mike Rice – www.informoire.com/?p=162
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Thank You!
jessica duverneay
@undrstndng
understandinggroup.com
alberta soranzo
@albertatrebla
albertasoranzo.com