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KnowID
Visualizing the ID Methods
December 14, 2009

Mehmet Cirakoglu
Thomas McCue
Elena O’Curry
Mike Roy
Owen Schoppe
Project Brief
Visualize the ID Methods


Our goal for this project was to create a tool that uses
visualizations to help users find, internalize and use
frameworks within the context of their project.

Design and innovation frequently use models and frameworks
to make critical decisions, reframe problems, and discover
relationships within complex sets of data. Unfortunately, using
these models and frameworks—especially within a team
setting—poses multiple challenges to designers and strategists
who need to move quickly.

While models and frameworks are essential to the process,
they often create busy work that can slow the process as well.
Innovators can waste precious billable time searching for
the “right” model to use and struggling to understand
unfamiliar frameworks.




DATA VISUALIZATION, FALL 2009                                    2
How We Got Here
Research


Research Process
We interviewed 10 users:
4 expert users
5 novice students
1 advanced student

Our interviews were focused on understanding how
people learn about frameworks and how they actually use
them in real life.

We also administered a survey to 17 student participants
which focused on the range of frameworks most commonly
used and the situations that prompt framework usage.




DATA VISUALIZATION, FALL 2009                             3
How We Got Here
Research


Key Findings
Novice users have trouble choosing the right framework for
a project and rely on instructors to introduce them to new
methods because they find the ID Wiki incomprehensible.

More advanced students have an established set of frameworks
that they return to again and again. They use the ID Wiki as
a reference to remind themselves of a particular method’s
structure, but not to learn about new frameworks.

Expert users rarely think about frameworks explicitly or refer to
instructions. Frameworks become less of a tool and more of a
point of view - just another way of thinking about a problem.




DATA VISUALIZATION, FALL 2009                                      4
How We Got Here
Ideation


Workshop
We used the design principles derived from our primary
research to guide participants through an ideation workshop.
We asked our subjects to imagine how different types of
users might experience the processes of browsing,
understanding and using frameworks and captured their
feedback on worksheets and in group discussion.

Group Prompts
•	 Help a first-year MDes student understand a framework
•	 Help an expert user find a framework
•	 Help an advanced student use a framework




DATA VISUALIZATION, FALL 2009                                 5
Where We Are
Design Principles


Overall:
Text should be secondary to visualizations

Browsing:
Visualizations should reduce search time
Visualization should clearly position role of framework
Presentation should provide examples of framework in use

Understanding:
Visualization should expedite internalization
Presentation should provide examples of framework in use

Using:
Tool should support team use
Tool should provide varying levels of guidance




DATA VISUALIZATION, FALL 2009                             6
What We Tried
Concepts Explored


Browsing                         Understanding                      Using
Magnet Fish Eggs                 Visualizing Case Studies           Version Tracker
Aggregate Paths                  Illuminate Coverage for Personal   Augmented Reality Work Spaces
Moving Though Constellations         Growth                         Magic Wand
Road Maps / Flow Charts          Process / Knowledge                Productivity Tracker
Tagging                          Tutorials                          Projected Empty Frameworks
Bread crumbs                     Findings / Progress Tracker        Team / Role / Phase, Specific
Magic Cube Filter                                                      Tools
                                                                    Data Collection / Consolidation
                                                                       Tools




DATA VISUALIZATION, FALL 2009                                                                        7
Our Plan
Systemic Overview


Identifying the key moments of visualization
As the primary focus of the course was that of                                                                                                                            PROVIDING AND UNDERSTANDING FOR...
data visualization, the team sought to clearly
identify the moments that presented the most     BROWSING 0.0                        UNDERSTANDING 1.0                                                                             USING 1.0

complex data, and would benefit from the                                                                                             UNDERSTANDING 2.0                                                                          USING 2.0 (EXTENDING)

application of the principals and methods
                                                 MUST SOLVE                            INNOVATION                                                                               MANIPULATING
reviewed and refined during the course.          A PROBLEM                             CASE STUDIES
                                                                                                                                        CASE STUDY
                                                                                                                                                                                 DATA SETS
                                                                                                                                                                                                                                      STUDENT
                                                                                                                                          DETAILS                                                                                      TEAMS




                                                  SEARCHES...                           TO SELECT A...                                  CAN REVEAL...                             BY USING A...                                     CAN REVIEW...




                                                                                                         WHICH CAN ALSO PROVIDE...




                                                                                                                                                                                                     THAT CAN BE SHARED BY...
                                                                  WHICH FILTERS...




                                                                                                                                                         WHICH FEEDS...
                                                   ANALYSIS                             CASE STUDY                                        PROCESS                                 FRAMEWORK                                           PROJECT
                                                 FRAMEWORKS                                                                                                                                                                           PROCESS




                                                 TO SELECT A...                       WHICH EXPLAINS                                    CAN REVEAL...                              CREATES...                                        CAN TRACK...
                                                                                         USING....




                                                                                                                                         PROGRESS                                                                                     VERSION
                                                                                                                                                                                                                                     PROGRESS
                                                 FRAMEWORK                             FRAMEWORKS                                                                                   MODELS




DATA VISUALIZATION, FALL 2009                                                                                                                                                                                                                          8
Concept Brief
Road Map


Navigation
A road map doesn’t just tell you where you are - it reminds
you where you’ve been and lets you know where you’re going.
KnowID is structured to help the user understand what
frameworks best fit a project phase and where frameworks
have lead in other projects. Maps of case studies reveal
patterns and help the user plan for next steps.

Changing Direction
Of course, road maps are most often needed when the user
has no idea where they are or how to get to their destination.
KnowID helps novice students get back on the right path
so they don’t need to worry that they’re headed in the
wrong direction.




DATA VISUALIZATION, FALL 2009                                   9
Concept Brief
Architecture


Interactive tools are frequently
 arranged as hierarchical layers with
specific paths inherent in the
structure. Building on the road map
model discussed above, we choose
to create KnowId on a single plane
that we hope will facilitate rapid
navigation and allow users to move
back and forth within the process.

As users become more
comfortable with the tool, they
can skip over intermediate steps
and speed information retrieval.




DATA VISUALIZATION, FALL 2009          10
Concept Brief
Breadcrumbs


To reinforce the single-level
architecture and aid overall
navigation, a small key in the upper
right corner highlights the user’s
location in the tool. This key maps
on to the welcome screen to give
KnowId users a sense of where they
are in the overall process.
                                       Welcome Bertrand,
                                       UNDERSTAND                                         USE



                                         Find a framework...    Examine a framework...      Use a framework...




                                         Find a case study...   Examine a case study...    Track your project...




DATA VISUALIZATION, FALL 2009                                                                                     11
Concept Brief
Meet Bertrand


                                 Our prototype is designed around the experience of Bertrand,
                                 a second year MDes student who is working on a project
                                 for the grocery conglomerate Supervalu. He wants to better
                                 understand the relationship of certain behaviors he’s observed
                                 in his fieldwork, but he’s not sure where to start. All he has right
                                 now is a list of everything he’s observed compiled from his
                                 field log. We’ll follow Bertrand as he searches for a relevant
                                 framework, explores a case study and applies his chosen
                                 framework to his own research.




DATA VISUALIZATION, FALL 2009                                                                          12
Final System
A review of the primary screens and data visualizations of KnowID.




DATA VISUALIZATION, FALL 2009                                       13
Welcome Screen



The welcome screen is both an entry point and
a map of the tool itself. The six frames show
the relative position of each section within the
single plane architecture. The four frames on
the right help the user find a framework or case
study through a filtering process or go directly
to a known framework or case study. The two
frames on the left help the user track their own
work in progress and use the tool as a template.
                                                   Welcome Bertrand,
                                                   UNDERSTAND                                         USE



                                                     Find a framework...    Examine a framework...      Use a framework...




                                                     Find a case study...   Examine a case study...    Track your project...




DATA VISUALIZATION, FALL 2009                                                                                                 14
Getting Started



As Bertrand zooms in on
“Find a framework”, that area resolves into
the framework search area.




DATA VISUALIZATION, FALL 2009                15
Finding A Framework
Step One


The initial screen displays the full array of
frameworks sorted by relevance. The icon for
each framework has colored stripes that indicate   knowID

the project phase(s) that it’s best suited for.
                                                   Frameworks: ID Methods Database
Because Bertrand has been tracking his project
in KnowID, the tool offers him the option to
refine his results by seeking the best successor
                                                                                                                 SORT BY: Relevance
to Semantic Differential, the framework he used     Filter Pane
earlier in his project.                              Keyword


The key in the upper right corner reminds him
                                                    Definition - Research - Analysis - Synthesis - Realization
where he is in the tool, and he can use it as a
navigational aid if he doesn’t want to zoom out
                                                      People      Offering Company Market
to the full view again.

                                                     In my current project, I just used...
                                                         Semantic Differential

                                                      Input Format:


                                                      Content Type




DATA VISUALIZATION, FALL 2009                                                                                                        16
Finding A Framework
Keeping Track


When Bertrand clicks once on a framework, it
expands to give him the name of the framework
and a brief description of that framework.      knowID


                                                Frameworks: ID Methods Database
                                                                                                                                 SORT BY: Relevance
                                                 Filter Pane
                                                  Keyword



                                                 Definition - Research - Analysis - Synthesis - Realization




                                                   People      Offering Company Market



                                                  In my current project, I just used...
                                                      Semantic Differential                                         SWIPES
                                                                                                              SWIPES is a disciplined
                                                   Input Format:                                              method for directing
                                                                                                              and integrating secondary
                                                                                                              research that can
                                                                                                              systematically profile
                                                                                                              diffuse trends.
                                                   Content Type




DATA VISUALIZATION, FALL 2009                                                                                                                        17
Finding A Framework
Narrowing the Field


Bertrand selects analysis as a primary filter. The
frameworks that meet his specifications migrate
to the upper left corner of the frame. The green       knowID

stripe in each icon echoes the green type used
for “analysis” in the filter, confirming that all of   Frameworks: ID Methods Database
the remaining frameworks are suitable for this
                                                           Analysis
phase in the project.
                                                                                                                     SORT BY: Relevance
                                                        Filter Pane
                                                         Keyword



                                                        Definition - Research - Analysis - Synthesis - Realization




                                                          People      Offering Company Market



                                                         In my current project, I just used...
                                                             Semantic Differential

                                                          Input Format:


                                                          Content Type




DATA VISUALIZATION, FALL 2009                                                                                                            18
Finding A Framework
Narrowing the Field


Bertrand further refines his search by using a
drop-down menu to qualify his content type as
relational, and the number of frameworks is      knowID

reduced again.
                                                 Frameworks: ID Methods Database
                                                     Analysis

                                                                                                               SORT BY: Relevance
                                                  Filter Pane
                                                   Keyword



                                                  Definition - Research - Analysis - Synthesis - Realization




                                                    People      Offering Company Market



                                                   In my current project, I just used...
                                                       Semantic Differential

                                                    Input Format:


                                                    Content Type
                                                    Relational




DATA VISUALIZATION, FALL 2009                                                                                                      19
Finding A Framework
Narrowing the Field


There are still more frameworks in the results
frame than Bertrand wants to look at, so he
adds another filter by selecting “list” as his         knowID

 input format - right now, all of his data is listed
in an excel spreadsheet. Now there are only            Frameworks: ID Methods Database
three frameworks for him to look at in depth -
                                                           Analysis
much more reasonable than the hundreds he
saw in the first screen.
                                                                                                                     SORT BY: Relevance
                                                        Filter Pane
                                                         Keyword



                                                        Definition - Research - Analysis - Synthesis - Realization




                                                          People      Offering Company Market



                                                         In my current project, I just used...
                                                             Semantic Differential

                                                          Input Format:
                                                          List

                                                          Content Type
                                                          Relational




DATA VISUALIZATION, FALL 2009                                                                                                            20
Finding A Framework
Taking a Closer Look


By hovering over each framework icon Bertrand
can see the method’s name and a brief
description. The Insight Matrix looks like it might   knowID

be a match, so he double clicks on that icon.
                                                      Frameworks: ID Methods Database
                                                          Analysis

                                                                                                                                                        SORT BY: Relevance
                                                       Filter Pane
                                                        Keyword

                                                                                                                    Insight Matrix
                                                       Definition - Research - Analysis - Synthesis - Realization   A tool that compares a list of items
                                                                                                                    against each other or another list to
                                                                                                                    extract innovative insights from
                                                                                                                    research data.
                                                         People      Offering Company Market



                                                        In my current project, I just used...
                                                            Semantic Differential

                                                         Input Format:
                                                         List

                                                         Content Type
                                                         Relational




DATA VISUALIZATION, FALL 2009                                                                                                                                               21
Navigation
Switching Sections


A lateral slide reminds him that he’s
moving from “Find a framework” to
“Examine a framework.”




DATA VISUALIZATION, FALL 2009          22
Examining A Framework
First Look


The main screen for the Insight Matrix is a
generic example - this thing looks complicated!
Bertrand decides that he needs to take a look at   knowID

the framework in action, so he clicks the button
labeled “Find a case study”.                       Insight Matrix: Generic Process Example
                                                      Analysis Synthesis



                                                    How to use this process

                                                    1. Create a list (or lists) of
                                                    items to compare and
                                                    input the lists on the X
                                                    and Y axis.
                                                    2. Input scores at each
                                                    intersection of the
                                                    matrix. Typically, the
                                                    more likely the items at
                                                    the intersection
                                                    are related, the higher
                                                    the score.
                                                    3. Sort the rows and
                                                    columns of data to revel
                                                    meaningful groupings of
                                                    list items.
                                                    4. Name and define the
                                                    clusters and patterns.




                                                                1        2           3       FIND A CASE STUDY




DATA VISUALIZATION, FALL 2009                                                                                   23
Navigation



 A diagonal slide brings Bertrand to the
case study filter.




DATA VISUALIZATION, FALL 2009             24
Finding A Case Study
First Look


Because Bertrand arrived at this section of the
tool after he’d already selected a framework,
the available case studies have already been       knowID

filtered to include only those which include a
successfully completed Insight Matrix.             Case Studies
Each case study is represented by a bar with
                                                       Analysis
the description of the project and a timeline
that indicates the relative amount of time spent                                                                 CASE STUDY SEARCH: Analysis / Insight Matrix / Retail                        SORT BY: Relevance
on each project phase and where the relevant        Filter Pane                                                                 Corner Store                                                                      EXPAND
                                                                                                                                MISSION: To help a collective of independent corner store owners
framework was used.                                  Keyword                                                      IMAGE
                                                                                                                                increase revenue by aligning with customer....
                                                     Retail
                                                                                                                                COMPLETION DATE:    04/19/09     DURATION:   4 wks Team: 3
                                                                                                                 D         Rs             A                                                           S            Rz
                                                    Definition - Research - Analysis - Synthesis - Realization


                                                                                                                                City of Chicago: HHS                                                              EXPAND

                                                      People      Offering Company Market                         IMAGE         MISSION: T o help a collective of independent corner store owners increase
                                                                                                                                revenue by aligning with customer....
                                                                                                                                COMPLETION DATE: 04/19/09        DURATION: 4 wks Team: 3
                                                      Find case studies using...                                 D                        Rs           A                                     S               Rz
                                                         Insight Matrix
                                                                                                                                Green Labeling                                                                    EXPAND
                                                                                                                  IMAGE         MISSION: To help a collective of independent corner store owners increase
                                                                                                                                revenue by aligning with customer....
                                                                                                                                COMPLETION DATE: O4/19/09        DURATION: 4 wks Team: 3
                                                                                                                 D                 Rs                        A                                        S            Rz



                                                                                                                                Kitchen Gardens                                                                   EXPAND
                                                                                                                  IMAGE         An analysis of the indoor kitchen garden in urban spaces.
                                                                                                                                The goal is to identify users, their methods, obstacles, and...
                                                                                                                                COMPLETION DATE: O4/19/09        DURATION: 4 wks Team: 4
                                                                                                                 D    Rs                  A                                     S                     Rz




DATA VISUALIZATION, FALL 2009                                                                                                                                                                                             25
Finding A Case Study
Expanded View


Bertrand thinks the corner store case study
might be a good example for his supermarket
project, so he expands the bar for more details.   knowID

Now he can see which frameworks were used in
the analysis phase of this case, in which order    Case Studies
they were used and whether or not they were
                                                       Analysis
completed successfully. The framework he’s
using as a search criteria is highlighted for                                                                    CASE STUDY SEARCH: Analysis / Insight Matrix / Retail                                        SORT BY: Relevance
easier navigation.                                  Filter Pane                                                                 Corner Store                                                                                          EXPAND
                                                                                                                  IMAGE         MISSION: To help a collective of independent corner store owners
                                                     Keyword
                                                                                                                                increase revenue by aligning with customer....
                                                      Retail
                                                                                                                                COMPLETION DATE:      04/19/09        DURATION:           4 wks Team: 3
                                                                                                                 D         Rs            A                                                                                   S         Rz
                                                    Definition - Research - Analysis - Synthesis - Realization

                                                                                                                                  Position Map   0000 HRS



                                                      People      Offering Company Market                                                          Semantic Differential

                                                                                                                                                            Insight Matrix2    0000 HRS



                                                      Find case studies using...                                                                                Position Map2      0000 HRS



                                                         Insight Matrix                                                                                                       Insights to Principles     0000 HRS



                                                                                                                                                                                          Mind Map     0000 HRS



                                                                                                                                                                                              P TO                0000 HRS




                                                                                                                                City of Chicago: HHS                                                                                  EXPAND
                                                                                                                  IMAGE         MISSION: T o help a collective of independent corner store owners increase
                                                                                                                                revenue by aligning with customer....
                                                                                                                                COMPLETION DATE: 04/19/09            DURATION: 4 wks Team: 3
                                                                                                                 D                       Rs                 A                                                S                   Rz




DATA VISUALIZATION, FALL 2009                                                                                                                                                                                                                 26
Navigation



After Bertrand chooses Insight Matrix as the
example he wants to examine more closely,
a diagonal slide returns him to the “Examine a
framework” section.




DATA VISUALIZATION, FALL 2009                   27
Examining A Framework
Case Study


Instead of a generic framework, Bertrand now
sees the results of the Insight Matrix from the
convenience store study. He now has a better       knowID

sense of what sort of results he can expect and
confirms that this should be a god method          Insight Matrix: Result from Corner Store
for him to use. He still wants to know how the
                                                     Analysis Synthesis
other team got to this point, so he starts the
walkthrough by clicking the first tab in the bar
at the bottom of the screen.
                                                                                                    foundation
                                                                                                    for loyalty
                                                                                                    reliability
                                                                                                    trust
                                                                                                    consistency of o ering




                                                                              character                                specialty
                                                                              neighborly services                      o ering
                                                                              friendship
                                                                                                                       product expertise
                                                                              proximity
                                                                                                                       o ering-specific services
                                                                              support local business
                                                                                                                       uniqueness/quality of o ering
                                                                              obligation
                                                                                                                       treating yourself
                                                                              reciprocity
                                                                                                                       character
                                                                                                                       ambience




                                                            1   2    3    4   5                                                                        SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                                                                                            28
Examining A Framework
Case Study


The first step in the Insight Matrix example
shows the empty matrix with the X and Y
axes filled in.                                knowID


                                               Insight Matrix: Process from Corner Store
                                                 Analysis Synthesis




                                                                                                                                                                                                                                                                                    offering-specific services
                                                                                                                                                                                                                                      consistency of offering
                                                                                                                                                  support local business




                                                                                                                                                                                                                                                                                                                 uniqueness of offering
                                                                                                   neighborly services
                                                                       characteristics




                                                                                                                                                                                                                                                                product expertise




                                                                                                                                                                                                                                                                                                                                          quality of offering
                                                                                                                                                                                                                                                                                                                                                                treating yourself
                                                                       of loyalty




                                                                                                                                                                                        reciprocity




                                                                                                                                                                                                                                                                                                                                                                                                amiaience
                                                                                                                         friendship




                                                                                                                                                                           obligation




                                                                                                                                                                                                                                                                                                                                                                                    character
                                                                                                                                      proximity




                                                                                                                                                                                                                reliability
                                                                                                                                                                                                      routine


                                                                                                                                                                                                                              trust
                                                                      neighborly services
                                                                      friendship
                                                                      proximity
                                                                      support local business
                                                                      obligation
                                                                      reciprocity
                                                                      routine
                                                                      reliability
                                                                      trust
                                                                      consistency of offering
                                                                      product expertise
                                                                      offering-specific services
                                                                      uniqueness of offering
                                                                      quality of offering
                                                                      treating yourself
                                                                      character
                                                                      amiaience

                                                                                                   Key
                                                                                                    0 1                                2                3




                                                        1   2    3         4           5                                                                                                                                                                                                                                                                                                                    SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                                                                                                                                                                                                                                                                                                                                                 29
Examining A Framework
Case Study


The second step shows the matrix filled in
with the team’s ratings.
                                             knowID


                                             Insight Matrix: Process from Corner Store
                                               Analysis Synthesis



                                                                    characteristics
                                                                    of loyalty




                                                      1   2    3        4         5      SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                              30
Examining A Framework
Case Study


In the third screen, Bertrand sees how the
convenience store team was able to identify
clusters by overlaying translucent squares over   knowID

the areas with the highest scores.
                                                  Insight Matrix: Process from Corner Store
                                                    Analysis Synthesis




                                                           1   2    3    4   5                SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                                   31
Examining A Framework
Case Study


The fourth step shows that the corner store
team saw the two clusters in the corners as
more significant and refined their highlighting to   knowID

two overlapping circles, which they’ve labeled
according to common characteristics.                 Insight Matrix: Process from Corner Store
                                                       Analysis Synthesis




                                                                                         character




                                                                                         foundation
                                                                                         for loyalty



                                                                                         specialty
                                                                                         o ering




                                                              1   2    3    4   5                      SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                                            32
Examining A Framework
Case Study


In step five, Bertrand sees that the results he
saw at first list the same items that were in the
clusters from step four. He has a pretty good       knowID

understanding now of how the Insight Matrix
works, so he uses the navigation key in the         Insight Matrix: Process from Corner Store
upper right corner to move into his own project
                                                      Analysis Synthesis
and start using it.


                                                                                                     foundation
                                                                                                     for loyalty
                                                                                                     reliability
                                                                                                     trust
                                                                                                     consistency of o ering




                                                                               character                                specialty
                                                                               neighborly services                      o ering
                                                                               friendship
                                                                                                                        product expertise
                                                                               proximity
                                                                                                                        o ering-specific services
                                                                               support local business
                                                                                                                        uniqueness/quality of o ering
                                                                               obligation
                                                                                                                        treating yourself
                                                                               reciprocity
                                                                                                                        character
                                                                                                                        ambience




                                                             1   2    3    4   5                                                                        SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                                                                                             33
Navigation



A lateral slide lets Bertrand move into his own
previously established project space.




DATA VISUALIZATION, FALL 2009                    34
Using A Framework
Working Within KnowID


Now Bertrand sees an empty Insight Matrix with
the instructions for filling it out within KnowID.
The ellipses icon in the lower right corner          knowID

indicates that this is a framework in use; if he
completes the Insight Matrix successfully he can     Insight Matrix: Bertrand’s Project
change this to a check mark in a green box.
                                                       Analysis Synthesis



                                                       How to use this process                  Key       0   1   2 3


                                                       1. Create a list (or lists) of
                                                       items to compare and                     List Description




                                                                                                                        Item 1
                                                       input the lists on the X
                                                       and Y axis.
                                                       2. Input scores at each                  Item 1
                                                       intersection of the
                                                       matrix. Typically, the
                                                       more likely the items at
                                                       the intersection
                                                       are related, the higher
                                                       the score.
                                                       3. Sort the rows and
                                                       columns of data to revel
                                                       meaningful groupings of
                                                       list items.
                                                       4. Name and define the
                                                       clusters and patterns.




                                                                 1         2            3   4         5           ...            SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                                                                      35
Using A Framework
Working With A Team


By connecting his computer to a projector,
Bertrand can move the empty matrix on to
a whiteboard so he can fill it out with his team
using colored post-its instead of numbers.
                                                   Key             0   1     2 3




                                                                                   sense of loya l t y




                                                                                                                                                                                                             customizabi l i t y
                                                   Motivations for




                                                                                                                                                                                                                                   consistenc y
                                                                                                                                         cleanliness




                                                                                                                                                                                              exp er ience
                                                                                                                             freshness
                                                   Store Visit




                                                                                                                                                                   selec tion

                                                                                                                                                                                sp ecialt y
                                                                                                                  qualit y




                                                                                                                                                       var iet y
                                                                                                         pr ice
                                                    s e n s e o f l oya l t y         0                  0         0          0           0             0           0            0                              0                   0

                                                    p r i ce                          0                  0         0          0           0             0           0            0             0                0                   0

                                                    quality                           0                  0         0          0           0             0           0            0             0                0                   0

                                                    f re s h n e s s                  0                  0         0          0           0             0           0            0             0                0                   0

                                                    cleanliness                       0                  0         0          0           0             0           0            0             0                0                   0

                                                    va r i e t y                      0                  0         0          0           0             0           0            0             0                0                   0

                                                    selection                         0                  0         0          0           0             0           0            0             0                0                   0

                                                    specialty                         0                  0         0          0           0             0           0            0             0                0                   0

                                                    ex p e r i e n ce                 0                  0         0          0           0             0           0            0             0                0                   0

                                                    c u s to m i z a b i l i t y      0                  0         0          0           0             0           0            0             0                0                   0




DATA VISUALIZATION, FALL 2009                                                                                                                                                                                                                    36
Using A Framework



Bertrand saves the completed matrix to
his project.
                                         knowID


                                         Insight Matrix: Bertrand’s Project
                                           Analysis Synthesis



                                                          Key             0   1     2 3




                                                                                            sense of loyalt y




                                                                                                                                                                                                                     customizabilit y
                                                          Motivations for




                                                                                                                                                                                                                                        consistenc y
                                                                                                                                                  cleanliness




                                                                                                                                                                                                        experience
                                                                                                                                      freshness
                                                          Store Visit




                                                                                                                                                                              selec tion

                                                                                                                                                                                           specialt y
                                                                                                                           qualit y




                                                                                                                                                                var i e t y
                                                                                                                p r i ce
                                                           s e n s e o f l oy a l t y         0                  0          0          0           0             0             0            0            0             0                 0

                                                           p r i ce                           0                  0          0          0           0             0             0            0            0             0                 0

                                                           quality                            0                  0          0          0           0             0             0            0            0             0                 0

                                                           f re s h n e s s                   0                  0          0          0           0             0             0            0            0             0                 0

                                                           cleanliness                        0                  0          0          0           0             0             0            0            0             0                 0

                                                           va r i e t y                       0                  0          0          0           0             0             0            0            0             0                 0

                                                           selection                          0                  0          0          0           0             0             0            0            0             0                 0

                                                           specialty                          0                  0          0          0           0             0             0            0            0             0                 0

                                                           e x p e r i e n ce                 0                  0          0          0           0             0             0            0            0             0                 0

                                                           c u s to m i z a b i l i t y       0                  0          0          0           0             0             0            0            0             0                 0




                                                  1   2         3                 4       5 ...                                                                                                                                                        SHOW IN ROAD MAP




DATA VISUALIZATION, FALL 2009                                                                                                                                                                                                                                            37
Navigation



Bertrand wants to look at his overall project
process, so he uses the navigation key to slide
vertically into his project page.




DATA VISUALIZATION, FALL 2009                    38
Tracking A Project



Now that he’s finished using the Insight Matrix
he can change the ellipses to a check mark.
                                                  knowID


                                                  Road Map: Bertrand’s Project

                                                        S O RT B Y: TIME                         2.0 RESEARCH               3 . 0 A N A LYS I S




                                                                                                                05.16.05
                                                   1        AEIOU          0000 HRS


                                                   2                                  Position Map                         2                      0000 HRS


                                                   3                                          Semantic Differential
                                                                                                                  3


                                                   4                                                                       4                                 Insight Matrix   0000 HRS


                                                   5                                                                       5


                                                   6                                                                       6



                                                   7                                                                       7


                                                   8                                                                       8


                                                   9                                                                       9


                                                   10                                                                      10



                                                   11                                                                      11




DATA VISUALIZATION, FALL 2009                                                                                                                                                           39
Tracking A Project



Bertrand’s road map now shows all of his
completed frameworks; when he’s done with
the project it will become a case study for other   knowID

students to use and learn from.
                                                    Road Map: Bertrand’s Project

                                                          S O RT B Y: TIME                         2.0 RESEARCH               3 . 0 A N A LYS I S




                                                                                                                  05.16.05
                                                     1        AEIOU          0000 HRS


                                                     2                                  Position Map                         2                      0000 HRS


                                                     3                                          Semantic Differential
                                                                                                                    3


                                                     4                                                                       4                                 Insight Matrix   0000 HRS



                                                     5                                                                       5


                                                     6                                                                       6



                                                     7                                                                       7


                                                     8                                                                       8



                                                     9                                                                       9


                                                     10                                                                      10



                                                     11                                                                      11




DATA VISUALIZATION, FALL 2009                                                                                                                                                             40
Navigation



Bertrand moves laterally to the corner
store road map.




DATA VISUALIZATION, FALL 2009           41
Examining A Case Study



By reviewing the corner store road map
Bertrand can see where that team moved after
using the insight matrix and identify next steps   knowID

for his own project.
                                                   Road Map:                              ID Corner Store Case Study


                                                         S O RT B Y: TIME       1.0 DEFINITION                    2.0 RESEARCH                                             3 . 0 A N A LYS I S




                                                                                                 03. 22.05




                                                                                                                                                               05.16.05
                                                    1        Insight matrix   0000 HRS                       1                                                            1



                                                    2                                            Position Map
                                                                                                   2                                                0000 HRS              2


                                                    3                                                        3       Semantic Differential                                3


                                                    4                                                        4                                                            4            Insight Matrix2    0000 HRS



                                                    5                                                        5                                                            5            Position Map2      0000 HRS



                                                    6                                                        6             Insights to Principles                         6                                           0000 HRS



                                                    7                                                        7                                           Mind7 Map                         0000 HRS



                                                    8                                                        8                           PTO           0000 HRS 8



                                                    9                                                        9                                                            9                  Concept Matrix     0000 HRS



                                                    10                                                       10                                                           10                     Concept Evaluation ...

                                                    11                                                       11                                                           11   Concept S...




DATA VISUALIZATION, FALL 2009                                                                                                                                                                                                   42
Navigation



Bertrand zooms back out to compare his
project to the corner store project.




DATA VISUALIZATION, FALL 2009           43
Examining A Case Study
Side By Side Comparison


Bertrand can look at his project alongside
the corner store case study to compare his
project to that of the other team.




DATA VISUALIZATION, FALL 2009               44
Navigation



Bertrand zooms out to close his project.




DATA VISUALIZATION, FALL 2009             45
Home Screen



The home screen now has the added detail
of Bertrand’s most recently viewed and used
frameworks and projects.




                                              Welcome Bertrand,
                                              UNDERSTAND                                          USE


                                                Find a framework...    Examine a framework...       Use a framework...
                                                                             Insight Matrix              Insight Matrix




                                                Find a case study...   Examine a case study...      Track your project...
                                                                           Corner Store Project    My Design Planning Project




DATA VISUALIZATION, FALL 2009                                                                                                  46
KnowID
Data Visualization / Fall 2009 / Vijay Kumar


Data Visualization Team
Mehmet Cirakoglu
Thomas MCCUE
Elena O’Curry
Mike Roy
Owen Schoppe

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knowID

  • 1. KnowID Visualizing the ID Methods December 14, 2009 Mehmet Cirakoglu Thomas McCue Elena O’Curry Mike Roy Owen Schoppe
  • 2. Project Brief Visualize the ID Methods Our goal for this project was to create a tool that uses visualizations to help users find, internalize and use frameworks within the context of their project. Design and innovation frequently use models and frameworks to make critical decisions, reframe problems, and discover relationships within complex sets of data. Unfortunately, using these models and frameworks—especially within a team setting—poses multiple challenges to designers and strategists who need to move quickly. While models and frameworks are essential to the process, they often create busy work that can slow the process as well. Innovators can waste precious billable time searching for the “right” model to use and struggling to understand unfamiliar frameworks. DATA VISUALIZATION, FALL 2009 2
  • 3. How We Got Here Research Research Process We interviewed 10 users: 4 expert users 5 novice students 1 advanced student Our interviews were focused on understanding how people learn about frameworks and how they actually use them in real life. We also administered a survey to 17 student participants which focused on the range of frameworks most commonly used and the situations that prompt framework usage. DATA VISUALIZATION, FALL 2009 3
  • 4. How We Got Here Research Key Findings Novice users have trouble choosing the right framework for a project and rely on instructors to introduce them to new methods because they find the ID Wiki incomprehensible. More advanced students have an established set of frameworks that they return to again and again. They use the ID Wiki as a reference to remind themselves of a particular method’s structure, but not to learn about new frameworks. Expert users rarely think about frameworks explicitly or refer to instructions. Frameworks become less of a tool and more of a point of view - just another way of thinking about a problem. DATA VISUALIZATION, FALL 2009 4
  • 5. How We Got Here Ideation Workshop We used the design principles derived from our primary research to guide participants through an ideation workshop. We asked our subjects to imagine how different types of users might experience the processes of browsing, understanding and using frameworks and captured their feedback on worksheets and in group discussion. Group Prompts • Help a first-year MDes student understand a framework • Help an expert user find a framework • Help an advanced student use a framework DATA VISUALIZATION, FALL 2009 5
  • 6. Where We Are Design Principles Overall: Text should be secondary to visualizations Browsing: Visualizations should reduce search time Visualization should clearly position role of framework Presentation should provide examples of framework in use Understanding: Visualization should expedite internalization Presentation should provide examples of framework in use Using: Tool should support team use Tool should provide varying levels of guidance DATA VISUALIZATION, FALL 2009 6
  • 7. What We Tried Concepts Explored Browsing Understanding Using Magnet Fish Eggs Visualizing Case Studies Version Tracker Aggregate Paths Illuminate Coverage for Personal Augmented Reality Work Spaces Moving Though Constellations Growth Magic Wand Road Maps / Flow Charts Process / Knowledge Productivity Tracker Tagging Tutorials Projected Empty Frameworks Bread crumbs Findings / Progress Tracker Team / Role / Phase, Specific Magic Cube Filter Tools Data Collection / Consolidation Tools DATA VISUALIZATION, FALL 2009 7
  • 8. Our Plan Systemic Overview Identifying the key moments of visualization As the primary focus of the course was that of PROVIDING AND UNDERSTANDING FOR... data visualization, the team sought to clearly identify the moments that presented the most BROWSING 0.0 UNDERSTANDING 1.0 USING 1.0 complex data, and would benefit from the UNDERSTANDING 2.0 USING 2.0 (EXTENDING) application of the principals and methods MUST SOLVE INNOVATION MANIPULATING reviewed and refined during the course. A PROBLEM CASE STUDIES CASE STUDY DATA SETS STUDENT DETAILS TEAMS SEARCHES... TO SELECT A... CAN REVEAL... BY USING A... CAN REVIEW... WHICH CAN ALSO PROVIDE... THAT CAN BE SHARED BY... WHICH FILTERS... WHICH FEEDS... ANALYSIS CASE STUDY PROCESS FRAMEWORK PROJECT FRAMEWORKS PROCESS TO SELECT A... WHICH EXPLAINS CAN REVEAL... CREATES... CAN TRACK... USING.... PROGRESS VERSION PROGRESS FRAMEWORK FRAMEWORKS MODELS DATA VISUALIZATION, FALL 2009 8
  • 9. Concept Brief Road Map Navigation A road map doesn’t just tell you where you are - it reminds you where you’ve been and lets you know where you’re going. KnowID is structured to help the user understand what frameworks best fit a project phase and where frameworks have lead in other projects. Maps of case studies reveal patterns and help the user plan for next steps. Changing Direction Of course, road maps are most often needed when the user has no idea where they are or how to get to their destination. KnowID helps novice students get back on the right path so they don’t need to worry that they’re headed in the wrong direction. DATA VISUALIZATION, FALL 2009 9
  • 10. Concept Brief Architecture Interactive tools are frequently arranged as hierarchical layers with specific paths inherent in the structure. Building on the road map model discussed above, we choose to create KnowId on a single plane that we hope will facilitate rapid navigation and allow users to move back and forth within the process. As users become more comfortable with the tool, they can skip over intermediate steps and speed information retrieval. DATA VISUALIZATION, FALL 2009 10
  • 11. Concept Brief Breadcrumbs To reinforce the single-level architecture and aid overall navigation, a small key in the upper right corner highlights the user’s location in the tool. This key maps on to the welcome screen to give KnowId users a sense of where they are in the overall process. Welcome Bertrand, UNDERSTAND USE Find a framework... Examine a framework... Use a framework... Find a case study... Examine a case study... Track your project... DATA VISUALIZATION, FALL 2009 11
  • 12. Concept Brief Meet Bertrand Our prototype is designed around the experience of Bertrand, a second year MDes student who is working on a project for the grocery conglomerate Supervalu. He wants to better understand the relationship of certain behaviors he’s observed in his fieldwork, but he’s not sure where to start. All he has right now is a list of everything he’s observed compiled from his field log. We’ll follow Bertrand as he searches for a relevant framework, explores a case study and applies his chosen framework to his own research. DATA VISUALIZATION, FALL 2009 12
  • 13. Final System A review of the primary screens and data visualizations of KnowID. DATA VISUALIZATION, FALL 2009 13
  • 14. Welcome Screen The welcome screen is both an entry point and a map of the tool itself. The six frames show the relative position of each section within the single plane architecture. The four frames on the right help the user find a framework or case study through a filtering process or go directly to a known framework or case study. The two frames on the left help the user track their own work in progress and use the tool as a template. Welcome Bertrand, UNDERSTAND USE Find a framework... Examine a framework... Use a framework... Find a case study... Examine a case study... Track your project... DATA VISUALIZATION, FALL 2009 14
  • 15. Getting Started As Bertrand zooms in on “Find a framework”, that area resolves into the framework search area. DATA VISUALIZATION, FALL 2009 15
  • 16. Finding A Framework Step One The initial screen displays the full array of frameworks sorted by relevance. The icon for each framework has colored stripes that indicate knowID the project phase(s) that it’s best suited for. Frameworks: ID Methods Database Because Bertrand has been tracking his project in KnowID, the tool offers him the option to refine his results by seeking the best successor SORT BY: Relevance to Semantic Differential, the framework he used Filter Pane earlier in his project. Keyword The key in the upper right corner reminds him Definition - Research - Analysis - Synthesis - Realization where he is in the tool, and he can use it as a navigational aid if he doesn’t want to zoom out People Offering Company Market to the full view again. In my current project, I just used... Semantic Differential Input Format: Content Type DATA VISUALIZATION, FALL 2009 16
  • 17. Finding A Framework Keeping Track When Bertrand clicks once on a framework, it expands to give him the name of the framework and a brief description of that framework. knowID Frameworks: ID Methods Database SORT BY: Relevance Filter Pane Keyword Definition - Research - Analysis - Synthesis - Realization People Offering Company Market In my current project, I just used... Semantic Differential SWIPES SWIPES is a disciplined Input Format: method for directing and integrating secondary research that can systematically profile diffuse trends. Content Type DATA VISUALIZATION, FALL 2009 17
  • 18. Finding A Framework Narrowing the Field Bertrand selects analysis as a primary filter. The frameworks that meet his specifications migrate to the upper left corner of the frame. The green knowID stripe in each icon echoes the green type used for “analysis” in the filter, confirming that all of Frameworks: ID Methods Database the remaining frameworks are suitable for this Analysis phase in the project. SORT BY: Relevance Filter Pane Keyword Definition - Research - Analysis - Synthesis - Realization People Offering Company Market In my current project, I just used... Semantic Differential Input Format: Content Type DATA VISUALIZATION, FALL 2009 18
  • 19. Finding A Framework Narrowing the Field Bertrand further refines his search by using a drop-down menu to qualify his content type as relational, and the number of frameworks is knowID reduced again. Frameworks: ID Methods Database Analysis SORT BY: Relevance Filter Pane Keyword Definition - Research - Analysis - Synthesis - Realization People Offering Company Market In my current project, I just used... Semantic Differential Input Format: Content Type Relational DATA VISUALIZATION, FALL 2009 19
  • 20. Finding A Framework Narrowing the Field There are still more frameworks in the results frame than Bertrand wants to look at, so he adds another filter by selecting “list” as his knowID input format - right now, all of his data is listed in an excel spreadsheet. Now there are only Frameworks: ID Methods Database three frameworks for him to look at in depth - Analysis much more reasonable than the hundreds he saw in the first screen. SORT BY: Relevance Filter Pane Keyword Definition - Research - Analysis - Synthesis - Realization People Offering Company Market In my current project, I just used... Semantic Differential Input Format: List Content Type Relational DATA VISUALIZATION, FALL 2009 20
  • 21. Finding A Framework Taking a Closer Look By hovering over each framework icon Bertrand can see the method’s name and a brief description. The Insight Matrix looks like it might knowID be a match, so he double clicks on that icon. Frameworks: ID Methods Database Analysis SORT BY: Relevance Filter Pane Keyword Insight Matrix Definition - Research - Analysis - Synthesis - Realization A tool that compares a list of items against each other or another list to extract innovative insights from research data. People Offering Company Market In my current project, I just used... Semantic Differential Input Format: List Content Type Relational DATA VISUALIZATION, FALL 2009 21
  • 22. Navigation Switching Sections A lateral slide reminds him that he’s moving from “Find a framework” to “Examine a framework.” DATA VISUALIZATION, FALL 2009 22
  • 23. Examining A Framework First Look The main screen for the Insight Matrix is a generic example - this thing looks complicated! Bertrand decides that he needs to take a look at knowID the framework in action, so he clicks the button labeled “Find a case study”. Insight Matrix: Generic Process Example Analysis Synthesis How to use this process 1. Create a list (or lists) of items to compare and input the lists on the X and Y axis. 2. Input scores at each intersection of the matrix. Typically, the more likely the items at the intersection are related, the higher the score. 3. Sort the rows and columns of data to revel meaningful groupings of list items. 4. Name and define the clusters and patterns. 1 2 3 FIND A CASE STUDY DATA VISUALIZATION, FALL 2009 23
  • 24. Navigation A diagonal slide brings Bertrand to the case study filter. DATA VISUALIZATION, FALL 2009 24
  • 25. Finding A Case Study First Look Because Bertrand arrived at this section of the tool after he’d already selected a framework, the available case studies have already been knowID filtered to include only those which include a successfully completed Insight Matrix. Case Studies Each case study is represented by a bar with Analysis the description of the project and a timeline that indicates the relative amount of time spent CASE STUDY SEARCH: Analysis / Insight Matrix / Retail SORT BY: Relevance on each project phase and where the relevant Filter Pane Corner Store EXPAND MISSION: To help a collective of independent corner store owners framework was used. Keyword IMAGE increase revenue by aligning with customer.... Retail COMPLETION DATE: 04/19/09 DURATION: 4 wks Team: 3 D Rs A S Rz Definition - Research - Analysis - Synthesis - Realization City of Chicago: HHS EXPAND People Offering Company Market IMAGE MISSION: T o help a collective of independent corner store owners increase revenue by aligning with customer.... COMPLETION DATE: 04/19/09 DURATION: 4 wks Team: 3 Find case studies using... D Rs A S Rz Insight Matrix Green Labeling EXPAND IMAGE MISSION: To help a collective of independent corner store owners increase revenue by aligning with customer.... COMPLETION DATE: O4/19/09 DURATION: 4 wks Team: 3 D Rs A S Rz Kitchen Gardens EXPAND IMAGE An analysis of the indoor kitchen garden in urban spaces. The goal is to identify users, their methods, obstacles, and... COMPLETION DATE: O4/19/09 DURATION: 4 wks Team: 4 D Rs A S Rz DATA VISUALIZATION, FALL 2009 25
  • 26. Finding A Case Study Expanded View Bertrand thinks the corner store case study might be a good example for his supermarket project, so he expands the bar for more details. knowID Now he can see which frameworks were used in the analysis phase of this case, in which order Case Studies they were used and whether or not they were Analysis completed successfully. The framework he’s using as a search criteria is highlighted for CASE STUDY SEARCH: Analysis / Insight Matrix / Retail SORT BY: Relevance easier navigation. Filter Pane Corner Store EXPAND IMAGE MISSION: To help a collective of independent corner store owners Keyword increase revenue by aligning with customer.... Retail COMPLETION DATE: 04/19/09 DURATION: 4 wks Team: 3 D Rs A S Rz Definition - Research - Analysis - Synthesis - Realization Position Map 0000 HRS People Offering Company Market Semantic Differential Insight Matrix2 0000 HRS Find case studies using... Position Map2 0000 HRS Insight Matrix Insights to Principles 0000 HRS Mind Map 0000 HRS P TO 0000 HRS City of Chicago: HHS EXPAND IMAGE MISSION: T o help a collective of independent corner store owners increase revenue by aligning with customer.... COMPLETION DATE: 04/19/09 DURATION: 4 wks Team: 3 D Rs A S Rz DATA VISUALIZATION, FALL 2009 26
  • 27. Navigation After Bertrand chooses Insight Matrix as the example he wants to examine more closely, a diagonal slide returns him to the “Examine a framework” section. DATA VISUALIZATION, FALL 2009 27
  • 28. Examining A Framework Case Study Instead of a generic framework, Bertrand now sees the results of the Insight Matrix from the convenience store study. He now has a better knowID sense of what sort of results he can expect and confirms that this should be a god method Insight Matrix: Result from Corner Store for him to use. He still wants to know how the Analysis Synthesis other team got to this point, so he starts the walkthrough by clicking the first tab in the bar at the bottom of the screen. foundation for loyalty reliability trust consistency of o ering character specialty neighborly services o ering friendship product expertise proximity o ering-specific services support local business uniqueness/quality of o ering obligation treating yourself reciprocity character ambience 1 2 3 4 5 SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 28
  • 29. Examining A Framework Case Study The first step in the Insight Matrix example shows the empty matrix with the X and Y axes filled in. knowID Insight Matrix: Process from Corner Store Analysis Synthesis offering-specific services consistency of offering support local business uniqueness of offering neighborly services characteristics product expertise quality of offering treating yourself of loyalty reciprocity amiaience friendship obligation character proximity reliability routine trust neighborly services friendship proximity support local business obligation reciprocity routine reliability trust consistency of offering product expertise offering-specific services uniqueness of offering quality of offering treating yourself character amiaience Key 0 1 2 3 1 2 3 4 5 SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 29
  • 30. Examining A Framework Case Study The second step shows the matrix filled in with the team’s ratings. knowID Insight Matrix: Process from Corner Store Analysis Synthesis characteristics of loyalty 1 2 3 4 5 SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 30
  • 31. Examining A Framework Case Study In the third screen, Bertrand sees how the convenience store team was able to identify clusters by overlaying translucent squares over knowID the areas with the highest scores. Insight Matrix: Process from Corner Store Analysis Synthesis 1 2 3 4 5 SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 31
  • 32. Examining A Framework Case Study The fourth step shows that the corner store team saw the two clusters in the corners as more significant and refined their highlighting to knowID two overlapping circles, which they’ve labeled according to common characteristics. Insight Matrix: Process from Corner Store Analysis Synthesis character foundation for loyalty specialty o ering 1 2 3 4 5 SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 32
  • 33. Examining A Framework Case Study In step five, Bertrand sees that the results he saw at first list the same items that were in the clusters from step four. He has a pretty good knowID understanding now of how the Insight Matrix works, so he uses the navigation key in the Insight Matrix: Process from Corner Store upper right corner to move into his own project Analysis Synthesis and start using it. foundation for loyalty reliability trust consistency of o ering character specialty neighborly services o ering friendship product expertise proximity o ering-specific services support local business uniqueness/quality of o ering obligation treating yourself reciprocity character ambience 1 2 3 4 5 SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 33
  • 34. Navigation A lateral slide lets Bertrand move into his own previously established project space. DATA VISUALIZATION, FALL 2009 34
  • 35. Using A Framework Working Within KnowID Now Bertrand sees an empty Insight Matrix with the instructions for filling it out within KnowID. The ellipses icon in the lower right corner knowID indicates that this is a framework in use; if he completes the Insight Matrix successfully he can Insight Matrix: Bertrand’s Project change this to a check mark in a green box. Analysis Synthesis How to use this process Key 0 1 2 3 1. Create a list (or lists) of items to compare and List Description Item 1 input the lists on the X and Y axis. 2. Input scores at each Item 1 intersection of the matrix. Typically, the more likely the items at the intersection are related, the higher the score. 3. Sort the rows and columns of data to revel meaningful groupings of list items. 4. Name and define the clusters and patterns. 1 2 3 4 5 ... SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 35
  • 36. Using A Framework Working With A Team By connecting his computer to a projector, Bertrand can move the empty matrix on to a whiteboard so he can fill it out with his team using colored post-its instead of numbers. Key 0 1 2 3 sense of loya l t y customizabi l i t y Motivations for consistenc y cleanliness exp er ience freshness Store Visit selec tion sp ecialt y qualit y var iet y pr ice s e n s e o f l oya l t y 0 0 0 0 0 0 0 0 0 0 p r i ce 0 0 0 0 0 0 0 0 0 0 0 quality 0 0 0 0 0 0 0 0 0 0 0 f re s h n e s s 0 0 0 0 0 0 0 0 0 0 0 cleanliness 0 0 0 0 0 0 0 0 0 0 0 va r i e t y 0 0 0 0 0 0 0 0 0 0 0 selection 0 0 0 0 0 0 0 0 0 0 0 specialty 0 0 0 0 0 0 0 0 0 0 0 ex p e r i e n ce 0 0 0 0 0 0 0 0 0 0 0 c u s to m i z a b i l i t y 0 0 0 0 0 0 0 0 0 0 0 DATA VISUALIZATION, FALL 2009 36
  • 37. Using A Framework Bertrand saves the completed matrix to his project. knowID Insight Matrix: Bertrand’s Project Analysis Synthesis Key 0 1 2 3 sense of loyalt y customizabilit y Motivations for consistenc y cleanliness experience freshness Store Visit selec tion specialt y qualit y var i e t y p r i ce s e n s e o f l oy a l t y 0 0 0 0 0 0 0 0 0 0 0 p r i ce 0 0 0 0 0 0 0 0 0 0 0 quality 0 0 0 0 0 0 0 0 0 0 0 f re s h n e s s 0 0 0 0 0 0 0 0 0 0 0 cleanliness 0 0 0 0 0 0 0 0 0 0 0 va r i e t y 0 0 0 0 0 0 0 0 0 0 0 selection 0 0 0 0 0 0 0 0 0 0 0 specialty 0 0 0 0 0 0 0 0 0 0 0 e x p e r i e n ce 0 0 0 0 0 0 0 0 0 0 0 c u s to m i z a b i l i t y 0 0 0 0 0 0 0 0 0 0 0 1 2 3 4 5 ... SHOW IN ROAD MAP DATA VISUALIZATION, FALL 2009 37
  • 38. Navigation Bertrand wants to look at his overall project process, so he uses the navigation key to slide vertically into his project page. DATA VISUALIZATION, FALL 2009 38
  • 39. Tracking A Project Now that he’s finished using the Insight Matrix he can change the ellipses to a check mark. knowID Road Map: Bertrand’s Project S O RT B Y: TIME 2.0 RESEARCH 3 . 0 A N A LYS I S 05.16.05 1 AEIOU 0000 HRS 2 Position Map 2 0000 HRS 3 Semantic Differential 3 4 4 Insight Matrix 0000 HRS 5 5 6 6 7 7 8 8 9 9 10 10 11 11 DATA VISUALIZATION, FALL 2009 39
  • 40. Tracking A Project Bertrand’s road map now shows all of his completed frameworks; when he’s done with the project it will become a case study for other knowID students to use and learn from. Road Map: Bertrand’s Project S O RT B Y: TIME 2.0 RESEARCH 3 . 0 A N A LYS I S 05.16.05 1 AEIOU 0000 HRS 2 Position Map 2 0000 HRS 3 Semantic Differential 3 4 4 Insight Matrix 0000 HRS 5 5 6 6 7 7 8 8 9 9 10 10 11 11 DATA VISUALIZATION, FALL 2009 40
  • 41. Navigation Bertrand moves laterally to the corner store road map. DATA VISUALIZATION, FALL 2009 41
  • 42. Examining A Case Study By reviewing the corner store road map Bertrand can see where that team moved after using the insight matrix and identify next steps knowID for his own project. Road Map: ID Corner Store Case Study S O RT B Y: TIME 1.0 DEFINITION 2.0 RESEARCH 3 . 0 A N A LYS I S 03. 22.05 05.16.05 1 Insight matrix 0000 HRS 1 1 2 Position Map 2 0000 HRS 2 3 3 Semantic Differential 3 4 4 4 Insight Matrix2 0000 HRS 5 5 5 Position Map2 0000 HRS 6 6 Insights to Principles 6 0000 HRS 7 7 Mind7 Map 0000 HRS 8 8 PTO 0000 HRS 8 9 9 9 Concept Matrix 0000 HRS 10 10 10 Concept Evaluation ... 11 11 11 Concept S... DATA VISUALIZATION, FALL 2009 42
  • 43. Navigation Bertrand zooms back out to compare his project to the corner store project. DATA VISUALIZATION, FALL 2009 43
  • 44. Examining A Case Study Side By Side Comparison Bertrand can look at his project alongside the corner store case study to compare his project to that of the other team. DATA VISUALIZATION, FALL 2009 44
  • 45. Navigation Bertrand zooms out to close his project. DATA VISUALIZATION, FALL 2009 45
  • 46. Home Screen The home screen now has the added detail of Bertrand’s most recently viewed and used frameworks and projects. Welcome Bertrand, UNDERSTAND USE Find a framework... Examine a framework... Use a framework... Insight Matrix Insight Matrix Find a case study... Examine a case study... Track your project... Corner Store Project My Design Planning Project DATA VISUALIZATION, FALL 2009 46
  • 47. KnowID Data Visualization / Fall 2009 / Vijay Kumar Data Visualization Team Mehmet Cirakoglu Thomas MCCUE Elena O’Curry Mike Roy Owen Schoppe