Semantic Clustering for Nomenclature Purposes
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Semantic Clustering for Nomenclature Purposesby Sean Howard
A very smart man
Matthew Milan: http://tinyurl.com/3nklu8
A very smart man
recently said,
“It's time to seriously invest in a new set of tools, and we're going to need to build
some of them from scratch.”
“In the last five years, I can't identify a single original method that has grown up
inside the IA field.”
Matthew Milan: http://tinyurl.com/3nklu8
which got me thinking
about MEANING and how we struggle
with defining RELATIONSHIPS
that bring VALUE to a domain
or more specifically
NOMENCLATURE
Every UX job generally involves a nomenclature review, refinement or overhaul at some point or another
How do we come up with our final recommendations?
I know a firm that hires a third party semiotician to define the value and meaning relationships for a project
A black box solution, if you will
Image Source: Mr. Noded, http://flickr.com/photos/jrnoded/
The rest of us tend to use
card sortbrainstorm thesaurus
content audit
theft etc.
Image Source: Jacob Bøtter, http://www.flickr.com/photos/jakecaptive/
not to mention a stiff drink
(or three)
and then we test, refine and repeat
What if there was a better way
to identify semantic relationships with
our actual audience?
What if there was a better way
to identify semantic relationships with
our actual audience?
more MEANINGFULnomenclature
What if we could build a map of meaning
For more information:
Semantic Memory: http://en.wikipedia.org/wiki/Semantic_memory
Priming: http://en.wikipedia.org/wiki/Priming_(psychology)
and explore proximity by association
to better understand our audiences?
I give you: a semantic mapping tool
Here we see sample results in aggregate showing potential meaningful relationships held in common for one term
This could be further segmented by a number of other factors (demographic, psychographic, etc.)
Term: Consumer
Pro
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t
Per
son
Mar
ketin
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4234
Not everyone types at the same speed. Let’s define the avg. time to enter a word* from first keypress to last keypress as tkey
tkey is 1.34 seconds
* A word being defined by the act of the user pressing the submit button.
tthink can then be total time minus tkey where tthink can then be used to define those words that come quickest/easiest
tkey
total time from presentation of word to submission of word by the user
Note: deleting of the letters and starting over likely needs to be taken into account as well
tthink
We may want to segment clusters based on a factor of tthink (those that came to your audience quickest.)
Term: Consumer
Pro
duc
t
Per
son
Mar
ketin
g
Goo
ds
Falla
cy
< 1.25 sec
< 2.50 sec
> 2.50 sec
82
6858
4234
Or alternatively, show words as nodes in a network diagram where the length of the line is the average speed to come up with the word.
There may also be value in the order in which words are entered.
Product
Person
Goods
Fallacy
Marketing
Term: Consumer
This is about building a better understanding
of the language and meanings pertinent
to the stakeholders within a domain
I ran a simplified version of this experiment with three friends
Financials
bankaccount
money
hat
market
suit
I ran a simplified version of this experiment with three friends
company
measurements
pale green
CFO
charts
projections
spreadsheets
Financials
I ran a simplified version of this experiment with three friends
corporate
investing
results
brownies
annual reports
Financials
I ran a simplified version of this experiment with three friends
Two of my subjects show signs of a more personal relationship with “financials”
One appears to relate stronger to financial presentations
Two of my subjects show signs of a more personal relationship with “financials”
The terms “hat”, “pale green” and “brownies” are some of the areas I would be curious to explore further
Two of my subjects show signs of a more personal relationship with “financials”
One appears to relate stronger to financial presentations
Ann did mention being hungry during the experiment.
greater
INSIGHT
better connect with our audience
Enabling us to create better content,
define stronger navigation, and
Anyone want to build this? Go for it.
This work is licensed under the Creative Commons Attribution 2.5 Canada License. To view a copy of this license, visit http://creativecommons.org/licenses/by/2.5/ca/
Questions or Comments?
Find me at: http://www.craphammer.ca/