Text+Images+Data: A More Complex Way to Convey Results of Scientific Research
1. Text + Images + Data: A More
Complete Way to Convey
Results of Scientific Research
Carol Tenopir
University of Tennessee
ctenopir@utk.edu
web.utk.edu/~tenopir/
4. Spatio-Temporal Exploratory
Model identifies factors
affecting patterns of
migration
Diverse bird observations and
environmental data from
300,00 locations in the US
integrated and analyzed using
High Performance Computing
Resources
Land Cover
Meteorology
MODIS –
Remote
sensing data
• Examine patterns of
migration
• Infer how climate
change may affect
bird migration
Model results
Occurrence of Indigo Bunting (2008)
Jan Sep DecJunAp
r
And…together with models can
enable scientific discovery
4
5. Granularity in the Journal World
Granularity=
Divisible: Made up of conveniently
small and independent parts
12. ICE Collectors
ICE Users
Information
Center for
the
Environment
(ICE) UC
Davis
ICE Collects Water
Data
ICE Users
agencies
citizens
faculty
Other repositories exist without
journals…
15. Reading patterns may vary
with purpose …
Sometimes you need an entire article
or most of one (catching up or writing)
Sometimes you need just a part like a
paragraph or picture (teaching or to
check a fact)
Sometimes you need citations or data
beyond the article (research)
16. Deep Indexing Study of 60 scientists
in 7 universities and 2 institutes in US
and Europe
Observing 350+ Searches
Pre and Post
Surveys
Search Diaries
18. to “be inspired
by how other
researchers set
up figures and
tables”
Potential uses: finding,
comparing, learning
“Sometimes
tables,
figures,
maps, etc.
are ‘hidden’ in
other
papers.”
“comparing
data from
other
researchers
to your own
findings.”
19. Potential Use: To retrieve and use
images for Research and Teaching
50%
70%
90%
2005
2006
2007
2008
2009
2010
Test 1
Test 2
Final
21. Potential Use: To support analysis
Participants anticipate using the
objects retrieved :
for review articles
to “be inspired by how other researchers
set up figures/tables”
to “expose me to different areas in
which similar methods are used”
23. Suggestions for Success
Images must be of high quality with
ability to enlarge thumbnail images
The context of the whole article is very
important—in fact it may be dangerous
to see images without the context
Allow table contents to be searchable
and support extraction of data from
tables
24.
25.
26. 36%
41%
75%
78%
0% 50% 100%
Others can access my data easily
Place all of my data into a central
data repository
I share my data
Place at least some of my data into a
central data repository
Gap Between Willingness
to Share and Accessibility
27. 0% 50% 100%
I would use other researchers' datasets if
easily accessible
Lack of access to data has restricted my
ability to answer scientific questions
Lack of access to data is a major
impediment to the progress of science
78%
84%
50%
27%
50%
Consequences of Lack of Access
to Other Datasets
28. In conclusion…
Providing access to visual material can help
scientists in many ways
Sometimes scientists need just a part of an
article and systems that help them find parts
Sometimes they need to read an entire article
Sometimes they need data (and many are
willing to share)
Think at many levels of granularity—journal
issues AND whole articles AND parts of
articles AND extensions to articles such as
data