Exhibit
"Mapping Science" Exhibit at the NYPL Science and Business branch (Madison/34th)
Places & Spaces: Mapping Science
Contact | When | Where | What | Lectures and Events | Acknowledgements | Reading List | Press
Today, the word "science" encompasses myriad arenas of physical and abstract inquiry. This unique exhibition, at the Healy Hall in midtown Manhattan, uses innovative mapping techniques to physically show what and where science is today, how different branches of science relate to each other and where different branches of study are heading, where cutting edge science is erupting as archipelagos in the oceans of the yet unknown - and - how it all relates back to the physical centers of research. The world of science is turned into a navigable landscape.
Modern mapping imagery has come a long way from Ptolemy. In this stimulating show compelling for all ages and backgrounds, audiences will both visually and tactilely uncover how contemporary scientific thought has expanded. Such visualization of scientific progress is approached through computer-generated relationships, featured on large panels as well through the collaboration of New York based artists W. Bradford Paley, Digital Image Design Incorporated and Columbia University and Ingo Gunther with renowned scientist from the field of scientonometrics: Eugene Garfield, Henry Small, André Skupin, Steven A. Morris, Kevin Boyack and Dick Klavans.
Scientists will be stimulated, students and teachers encouraged, and the general public fascinated by this multi-layered accessible approach to the worlds of modern scientific thought.
Science in the City Podcast: Places & Spaces: Mapping Science a guided audio-visual tour through the exhibit, New York Academy of Sciences, May 12th, 2006.
CONTACT:
Exhibit Curators:
Dr. Katy Börner, Indiana University, Bloomington, IN <katy@indiana.edu>
Deborah MacPherson, Accuracy&Aesthetics, Washington, D.C. <debmacp@gmail.com>
Exhibit Advisor:
John Ganly, Assistant Director for Collections, Science, Industry and Business Library of The New York Public Library, New York, NY <jganly@nypl.org>
WHERE: Healy Hall at the Science, Industry and Business Library of The New York Public Library
188 Madison Avenue, New York, NY 10016
(212) 592-7000
WHEN: April 3rd - August 31st, 2006
Photos from the opening on April 3rd, 2006:


More pictures are available here.
WHAT:
Four Early Maps of Our World
VERSUS
Six Early Maps of Science (1st Iteration of Places & Spaces Exhibit)
This iteration aims to show the power of maps to help us understand, navigate, and manage both physical places and abstract knowledge spaces.
The first maps of our planet were not perfectly correct. Yet they were invaluable for navigation, exploration,
and communication. Maps of science generated today cannot be comprehensive as they are generated based on only a small portion of mankind’s knowledge. The generation of a comprehensive map requires proper
interlinkage of multilingual, multidisciplinary, multi-media scholarly knowledge.
Note that each of the six early maps of science displayed here uses a different metaphor. We are interested in inspiring
discussion about which metaphors will be most effective
in designing a visual index of mankind’s knowledge.
Click on any map below for more information.
Four Existing Reference Systems
VERSUS
Six Potential Reference Systems (2nd Iteration of Places & Spaces Exhibit)
This iteration aims to inspire discussion about a
common reference system for all of mankind’s scientific knowledge.
Scientists in many disciplines battled to agree on standardized
reference systems such as the electromagnetic
spectrum, the periodic table of elements, geographic mappings, and the celestial reference systems shown here. These standardized systems are invaluable for
indexing, storing, accessing, and managing scientific data efficiently.
Note that each of the six potential reference systems— from the one-dimensional time-based system to the geospatial system to the semantic system—could be used potentially to identify the “location” of an author,
paper, patent, or grant, or to show the dynamics of an author’s trajectory or contribution, as well as the impact of a particular work.
Click on any map below for more information.
Worldprocessor Globes

Foreign US Patent Holders [Worldprocessor #294]
This globe represents half of all patents in the US - those registered to
foreign holders. Countries with more than 1000 patents registered in
the US are indicated by name, with the point size of the representative
text scaled according to the square root of the total number of US
patents held. Were the number of domestically held US patents to be
indicated according to this logic, the entire surface of the globe would
be covered.
Special thanks to John Burgoon, Monika Zhu, and Stephen Oh © 2006 Ingo Gunther
Patterns of Patents & Zones of Invention
[Worldprocessor #286]
This globe plots the total amount of patents granted worldwide,
beginning in 1883 with just under 50,000, hitting 650,000 in 1993
(near the North Pole), and (shifting the scale to the southern
hemisphere) continuing to 2002 on a rapid climb towards 1 million.
Geographic regions where countries offer environments conducive
to fostering innovation are represented by topology. Additionally,
nations where residents are granted an average of 500 or more US
patents per year are called out in red by their respective averages in
the years after 2000. © 2005 Ingo Gunther
Shape of Science
This rendering is of a prospective tangible sculpture of the Shape of
Science, based on the research of Richard Klavans and Kevin
Boyack, spatializing the quantified connectivities and relative flows
of inquiry within the world of science. © 2006 Ingo Gunther
w/ Stephen Oh
Illuminated Diagram Display

The illuminated diagram maps and installations were created by Kevin W. Boyack (scientometrics and data shaping),
John Burgoon (geographic mapmaking), Peter Kennard (system design and programming), Richard Klavans (scientometrics and node layout), W. Bradford Paley (typography, graphics, and interaction design); data courtesy of Thomson ISI; images © 2006.
W. Bradford Paley, all rights reserved.
Topic Map
The word “science” covers a huge diversity of topics: from mathematics and astronomy to medicine, even to certain approaches to the humanities. This map
begins to show how distinct areas of study are defined and how they are related.
Seven hundred seventy-six nodes are distributed around a generally ring-like structure. They represent scientific topics, more properly called paradigms, and are essentially groups of recently published papers. Each node represents tens or thousands of papers; this map was created by scrutinizing more than 1.3 million of them.
The writers of scientific papers are careful to
reveal all the work they build on, so we can think of each paper’s author as a micro-librarian: gathering
all the other papers relevant to his or her topic. In this map we put two papers in the same node if four
authors gathered them into a later paper. Nodes are
labeled with the unique terms that occur most often
in the papers, provided those terms can be understood in a wider context. Thus you can read the actual
language used by the scientists exploring each topic.
The curving links between nodes show how
topics are related: the more strongly two topics are
related, the darker that link is drawn. Links curve to make them easier to follow with the eye. We show 4,370 links here, leaving thousands of fainter ones undrawn.
The circular structure is no accident, nor is it
arbitrarily imposed on the data; it comes from the structure of science itself. If you imagine that every link is a rubber band (stronger when it’s darker), and every node has a small force field around it, pushing away nearby nodes, this dynamic balance of forces automatically
creates the layout. Thus we can see that Physics (at approximately 1:00) relates through Astrophysics to Astronomy (around 12:30), but it also relates to Chemistry (more toward 2:00). And the jutting peninsula
of Organic Chemistry at 3:00 has unexpectedly few connections to the thicket of Medicine, spread from 5:30 to 7:00. Instead, it connects to Medicine through Analytical Chemistry: the tool base of applied chemistry actually used in medicine, which studies techniques like Spectroscopy and Proteomics (the large node at the base of the peninsula).
Geographic Map
Here we have arranged the same papers on a more
familiar map. Each tiny glyph on the map represents not cities, but a number of papers that have an author in that location.
In the field of Information Visualization there is
an expectation that if you show the same data in two
different views you can get a better feel for it, much as an architect will look at both floor plan and elevations to understand a building. But how can we tell where in the world papers in one topic node were published? Or what topics are studied in a specific geographic location?
We simply paint them to look the same in both views.
The InfoVis technique called “brushing and
linking” lets you do exactly that. Paint a location (by brushing your finger over an area on the lectern’s touchscreen) and it will glow on the geographic map. Since the views are linked by the computer, it can paint topics studied in that area on the topic map: the brighter a topic glows, the more papers on that topic originated in your brushed area. Conversely, touching a topic node will tell you where in the world that topic is studied.
We use a display technique called “Illuminated Diagrams” to add the flexibility of an interactive program
to the incredibly high data density of a print.
This technique is generally useful when there is too much pertinent data to be displayed on a screen but the data is relatively stable. The computer can direct the eye to what’s important by using projectors as smart spotlights, animating stories in the static data (such as the spread of an idea’s influence), giving a
radar-like “grand tour” of science, or highlighting
query results (as when you touch the lectern) with
an overlay of moving light.
Lectures and Events
2006
- April 4: Mapping Science Workshop, New York Academy of Sciences, New York.
- May 4, 2:30pm: Katy Börner gives a talk on "Mapping Science" research at SIBL, NYPL, Rm. 018.
- May 5, 10am: Katy Börner & W. Bradford Paley give a guided tour of the exhibit to attendees of the Gel Conference, New York.
- May 5: Katy Börner presents "The Story of Mapping Science" at the Gel Conference, New York.
- May 22: Book Signing "Cartographica Extraordinaire: The Historical Map Transformed" with David Rumsey at SIBL, New York.
- May 21st: Modeling Science Workshop, Indiana University, Bloomington, IN.
- Dick Klavans, 10th Anniversary celebration, SIBL, NYPL.
- Watch out for the NYPL-SIBL/Information Esthetics lecture series organized by W. Bradford Paley.
- See also the Schedule of Physical Showings of this exhibit.
Acknowledgements
Places & Spaces is curated by Dr. Katy Börner, School of Library and Information Science at Indiana University, and Deborah MacPherson, Projects Director of the nonprofit organization Accuracy&Aesthetics in Vienna, Virginia. Places & Spaces also receives input from the Advisory Board listed on the website. John Ganly, Assistant Director for Collections at SIBL, is adviser for the exhibit.
Places & Spaces is sponsored by National Science Foundation awards
IIS-0238261 and CHE-0524661; Thomson Scientific; The New York Public
Library, Science, Industry and Business Library; InfoUSA; Thomson Gale;
the Cyberinfrastructure for Network Science Center, University Information
Technology Services, and the School of Library and Information Science,
all three at Indiana University. Much of the data used to generate the
science maps is from Thomson Scientific.
Reading List
Science Map HistoryScience Maps Today
- Garfield, E. (1955) Citation indexes for science: A new dimension in documentation through association of ideas. Science, 122 (108-111).
- Garfield, E., Sher, I. H. and Torpie, R. J. (1964) The use of citation data in writing the history of science. Institute for Scientific Information, Philadelphia.
- Small, H. (1973) Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science, 24 (4), 265-269.
Science Map Future
- Börner, K., C. Chen, and Boyack, K. W. (2003) Visualizing Knowledge Domains, in Annual Review of Information Science & Technology, B. Cronin, Editor. Information Today, Inc./American Society for Information Science and Technology: Medford, NJ, pp. 179-255.
- Shiffrin, R. M. and Börner, K. (eds.) (2004) Mapping Knowledge Domains. PNAS. Vol. 101 (Suppl. 1). PNAS.
- Boyack, K.W., R. Klavans, and Börner, K. (2005) Mapping the Backbone of Science. Scientometrics, 64 (3), 351-374.
- Klavans, R. and Boyack, K.W. (2006) Identifying a Better Measure of Relatedness for Mapping Science. Journal of the American Society for Information Science and Technology, 57 (2), 251-263.
Books on Maps
- Chen, C. (2002) Mapping Scientific Frontiers. Springer-Verlag, London.
Books on Data Graphics
- Barber, P. (ed.) (2005) The Map Book. Walker & Company.
- Clark , John O. E. (2006) 100 Maps: The Science, Art and Politics of Cartography Throughout History. Sterling. 256p.
- Rumsey, D. and Punt, E.M. (eds.). (2004) Cartographica Extraordinaire: The Historical Map Transformed. ESRI Press.
- Bertin, J. (1981) Graphics and Graphic Information-Processing. Walter de Gruyter, Berlin.
- Tufte, E.R. (1983) The Visual Display of Quantitative Information. Graphics Press, Cheshire, CT.
- Tufte, E.R. (1997) Visual Explanations. Images and Quantities, Evidence and Narratives. Graphics Press, Cheshire, CT.
- Tufte, E.R. (1990) Envisioning Information. Graphics Press, Cheshire, CT.
Press
- Mapping Knowledge: Poetry in Aid of Science, Learning Lab, May 14th, 2006
- Science in the City Podcast: Places & Spaces: Mapping Science a guided audio-visual tour through the exhibit, New York Academy of Sciences, May 12th, 2006
- IU researchers participate in exhibit that maps progress, history of science, Indiana Daily Student, April 18, 2006
- The New York Public Library Maps Scientific Discoveries, Innovation, Government Technology, April 16th, 2006
- N.Y. exhibit shows a new take on maps, USA Today, April 9th, 2006
- N.Y. Exhibit Shows a New Take on Maps, ABC.com, April 8th, 2006
- N.Y. Exhibit Shows a New Take on Maps, YAHOO News, April 8th, 2006
- Charting a course into the wilds of science, San Diego Tribune, April 8th, 2006
- N.Y. exhibit shows a new take on maps, Seattle Post-Intelligencer, April 8th, 2006
- Z + Partners Weblog, April 6th, 2006
- Now Showing, National Science Foundation, April 6th, 2006
- Mapping course for better understanding of science, Laboratorytalk, April 3rd, 2006
- Places & Spaces Exhibit Opens at The New York Public Library, SLIS News, April 3, 2006
- Mapping exhibit plots course for better understanding of science, Informatics News & Media March 31st, 2006
- Innovative Maps Chart a Course into Unknown Regions of Science in Exhibition at The New York Public Library, NYPL, March 30th, 2006.