representing taxonomies: what am i looking at here?

59
May 23, 2007 Representing Taxonomies: What am I looking at here? By Rachel Lovinger Semantic Technology Conference 2007 Photo by Sarah Jane Rhee

Upload: rachel-lovinger

Post on 15-Jan-2015

5.869 views

Category:

Technology


1 download

DESCRIPTION

"Representing Taxonomies: What am I looking at here?" Presentation by Rachel Lovinger at the 2007 Semantic Technology Conference.

TRANSCRIPT

Page 1: Representing Taxonomies: What am I looking at here?

May 23, 2007

Representing Taxonomies: What am I looking at here?By Rachel Lovinger

Semantic Technology Conference 2007

Photo by Sarah Jane Rhee

Page 2: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 1

• Introduction• The Mission• Approaches• Future Directions• Resources

Photo by Rachel Lovinger

Page 3: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 2

Largest independent interactive consulting firm in the U.S.

2000 professionals with average of 10+ years experience

Bring together core disciplines of business strategy, user experience design, program management and technology.

Pioneers and recognized experts around a user-centered, insight-driven approach to designing web experiences

Deep technology experience in content management, portals, e-commerce, personalization, and business intelligence

2005 AdAge™ – Best Interactive Media Agency of the Year

Offices in 11 U.S. cities, Europe and Asia/Pacific:-Atlanta -Seattle-Austin, TX -Berlin-Boston -Frankfurt-Chicago -London-Ft. Lauderdale -Paris-Los Angeles -Hong Kong-New York -Shanghai-Philadelphia -Sydney-Portland, OR -Tokyo-San Francisco -Kobe

About Avenue A | Razorfish

Page 4: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 3

Representing Taxonomy Is About…

How to help your project stakeholders understand and work with large, complex sets of taxonomy data

Page 5: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 4

What We Won’t Be Covering

• How to get approval to do taxonomy work as part of a project

• How to build a taxonomy

Note: Domain expertise not required

Page 6: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 5

Formula for Successful Taxonomy Building

Deliverable Design

+

Communication

“Politics and consensus building are the toughest aspects of building a taxonomy”

Page 7: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 6

Terminology

• Taxonomy

• Classification

• Controlled Vocabulary

• Ontology• Metadata• Authority File• Attributes• Dimensions• Facets • Glossary• Thesaurus• Page Inventory• Sitemap

• -----------

• Stakeholders

• Contributors

• Subject Matter Experts

• Editors• Client• Boss

Page 8: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 7

• Introduction• The Mission• Approaches• Future Directions• Resources

Photo by Tom Marscado

Page 9: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 8

You Want to Create a Data Driven Site

What makes these concepts work?

MoMACitegraph Allmusic

Page 10: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 9

Citegraph

MoMACitegraph Allmusic

Page 11: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 10

MoMA Contemporary Voices

MoMACitegraph Allmusic

Page 12: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 11

All Music Guide

MoMACitegraph Allmusic

Page 13: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 12

Your Mission

MoMACitegraph Allmusic

• The site needs taxonomy data• The taxonomy needs decisions made by experts

How do you facilitate & document those decisions?

Page 14: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 13

• Introduction• The Mission• Approaches• Future Directions• Resources

Photo by Yu Kizawa

Page 15: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 14

Concept Wireframes Design

Groundwork & High Level

Dimensions &Relationships

DetailedTaxonomy

Build Live

Usage & Maintenance

Communication

Taxonomy Tasks

When Do You Start?

Web Dev Phase

Aligning taxonomy building with the web development process

Page 16: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 15

What Do You Need From Stakeholders?

• Get approval for data

• Get expert input

• Build partnership and ownership

• Distributed communication

Page 17: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 16

Concept Wireframes Design

Groundwork & High Level

Dimensions &Relationships

DetailedTaxonomy

Build Live

Usage & Maintenance

Communication

Taxonomy Tasks

Concept Phase

Web Dev Phase

Key Question: What is the site about?

Tip: Start building consensus as early as possible.

Page 18: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 17

Do the Groundwork

To make good taxonomy decisions, the stakeholders need to know:• What does your audience want?

• What does your site need to do?

• How are other people doing it?

• Do you have some data to start with?

• What can you learn from the way people use the site?

Summarize your findings in a brief document

Page 19: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 18

Demonstrate Functionality In Action

Example: Robust faceted navigation

Page 20: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 19

Prepare the Stakeholders to Think Like Taxonomists

The less abstract the work is, the more engaged they’ll be:• Define taxonomy terms and concepts

• Tell them exactly what the taxonomy will do

• Give them the context for making decisions

• Be specific about what you need from them

Page 21: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 20

Use Humor to Make It Less Intimidating

Page 22: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 21

Taxonomy Documentation Styles

• Diagram

• Outline

• Spreadsheet

• Other TablesNot great for people

• XML

• RDF

• N-triples

Page 23: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 22

Communicating About Taxonomy Documentation

• “How to use this document” instructions

• Talking points for distributed communication

• Track important decisions

Page 24: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 23

Concept Wireframes Design

Groundwork & High Level

Dimensions &Relationships

DetailedTaxonomy

Build Live

Usage & Maintenance

Communication

Taxonomy Tasks

Wireframe Phase

Web Dev Phase

Key Question: How is the information organized?

Tip: Use real taxonomy data in the wireframes

Page 25: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 24

Diagram Format: Structure

• Dimensions

• Polyhierarchy

• Relationship details

• Not effective for showing nodes

Illustrations - Peter Morville, as seen in Ambient Findability (O’Reilly Media).

Page 26: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 25

Dimensions

Fashion Magazine

Locations People Holidays & Occasions

Gifts

Brands

Fashion EntertainmentStores Beauty

Page 27: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 26

Fashion Magazine

Locations People Holidays & Occasions

GiftsFashion EntertainmentStores Beauty

Polyhierarchy

Photos © Bravo TV & NBC Universal. All rights reserved.

Heidi Klum

Supermodel TV Host

Page 28: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 27

Relationship Structure

Page 29: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 28

Relationship Sample Data

The Departed © Warner Brothers; The Queen © Miramax. All rights reserved.

Page 30: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 29

Not Effective For Showing Nodes

Page 31: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 30

Outline Format: Limited Detail

• Hierarchical

• Dimensions and narrower terms

• Dozens of nodes, not hundreds

Fashion ProductsAccessories

BeltsHats GlovesScarves SocksUmbrellasWallets

BagsClutchMakeup BagsShoulderSuitcasesToteWeekend Bags

Coats & JacketsBlazersParkasPonchosRaincoatsSweater-coatsTrench-coatsVests

PantsCroppedJeansShortsTailored

Shirts & BlousesLong-sleeveShort-sleeveSleeve-lessT-shirts

ShoesBootsClogsSneakersFlatsMulesPumpsSandalsSlingbacksSlippers

Page 32: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 31

Wireframes With Fake Taxonomy

The functionality isn’t accurately represented, if the data is completely made up.

Page 33: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 32

Use Real Sample Data

Page 34: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 33

Concept Wireframes Design

Groundwork & High Level

Dimensions &Relationships

DetailedTaxonomy

Build Live

Usage & Maintenance

Communication

Taxonomy Tasks

Design Phase

Web Dev Phase

Key Question: What’s the actual data?

Tip: Prototype the data.

Page 35: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 34

Spreadsheet Format: Extensive Data

• Many nodes

• Faceted

• Few dimensions

• Some Attributes

• Less effective for complex relationships

Page 36: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 35

Page 37: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 36

Spreadsheet – Pivot Tables

Page 38: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 37

Other Tables: Attributes

• More familiar

• Many relationships

• Defined template

• Labor intensive

Page 39: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 38

PrototypeCreated with MindManager

Page 40: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 39

Taxonomy Deliverable Design Tips

• Appropriate level of detail

• Don’t try to do it all in one

• Make it appealing to look at

• Make it familiar

`

Page 41: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 40

Too Much Detail`

Page 42: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 41

Not Enough Detail`

Page 43: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 42

Taxonomy Deliverable Design Tips

• Appropriate level of detail

• Don’t try to do it all in one

• Make it appealing to look at

• Make it familiar

`

Page 44: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 43

Multiple Deliverables Working Together`

Page 45: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 44

Taxonomy Deliverable Design Tips

• Appropriate level of detail

• Don’t try to do it all in one

• Make it appealing to look at

• Make it familiar

`

Page 46: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 45

Hard To Look At = Hard To Understand`

Too Busy Clean & Comprehensible

Page 47: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 46

Taxonomy Deliverable Design Tips

• Appropriate level of detail

• Don’t try to do it all in one

• Make it appealing to look at

• Make it familiar

`

Page 48: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 47

Use Design Elements Associated With The Project`

Page 49: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 48

Concept Wireframes Design

Groundwork & High Level

Dimensions &Relationships

DetailedTaxonomy

Build Live

Usage & Maintenance

Communication

Taxonomy Tasks

Build Phase & Live

Web Dev Phase

Key Question: How do we make sure this taxonomy is used properly and is still relevant in six months?

Tip: If they don’t own it, they won’t use it.

Page 50: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 49

Get Ready to Hand It Over

• How to use the data for content creation

• How to maintain the taxonomy

Page 51: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 50

Tagging Guidelines

• Define the terms

• How to apply the tags

• Affect on the site

Page 52: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 51

Change Management Plan

• Definitions and guidelines

• What kind of changes can be made

• Who can make changes

• How to assess the impact of changes

• How often changes will be made

Page 53: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 52

• Introduction• The Mission• Approaches• Future Directions• Resources

Photo by Rachel Lovinger

Page 54: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 53

Future Directions

• Best Practices

• Prototyping tools– Easy to use– Support flexible data structures– User-friendly presentation

• Adoption of standards

Page 55: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 54

• Introduction• The Mission• Approaches • Future Directions• Resources

Photo by Dave Gorman

Page 56: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 55

Resources• Glossaries

– Taxonomy Glossary on CMS Wiki– Metadata? Thesauri? Taxonomies? Topic Maps! – A paper on Topic Maps that

includes a good overview of these terms. By Lars Marius Garshol of Ontopia.

• Selling Taxonomy– Dublin Core Metadata Initiative – includes business cases, ROI presentation, etc.– Taxonomy today, ROI tomorrow – By David Berlind, ZDnet

• Constructing Taxonomy– ANSI/NISO Z39.19 - 2005 Guidelines for the Construction, Format, and

Management of Monolingual Controlled Vocabularies (PDF)– Developing and Creatively Leveraging Hierarchical Metadata and Taxonomy – by

Christian Ricci, Boxes & Arrows

• Existing Taxonomy Data– Thousands of OWL documents are indexed in Google. Add “filetype:owl” to your

search and see what comes up.

Page 57: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 56

Resources

• Prototyping– MindJet® MindManger® - commercial mind mapping software– FreeMind – open source mind mapping software– Bubbl.us – an online brainstorming tool– TopBraid Composer™ - a commercial tool for building ontologies and semantic

web applications– Protégé – an open source ontology editor

• Shared Knowledge– Taxonomy Community of Practice– CM Pros – Content Management Community of Practice– Semantic Web Interest Group

• Information Design– Edward Tufte– VisualComplexity.com– Information Aesthetics

Page 58: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 57

Thanks

To the colleagues who shared their examples, insights and feedback.

And to these flickr.com users who made their images available through Creative Commons:

Sarah Jane Rhee Some rights reserved.

Tom Mascardo Some rights reserved.

Yu Kizawa Some rights reserved.

Dave Gorman Some rights reserved.

Rachel Lovinger Some rights reserved.

Page 59: Representing Taxonomies: What am I looking at here?

©2007 Avenue A | Razorfish. All rights reserved. This material contains confidential and proprietary information of Avenue A | Razorfish and may not be reproduced, distributed or disclosed, in whole or in part, without its express consent. Page 58

Questions?

Rachel [email protected]

Photo by Rachel Lovinger