Images
Part 2: The History of Science Maps Click on image to access credits or download high resolution image.18-24
Visionary Approaches
References
Kurzweil, Ray, and Chris Meyer. 2003. “Understanding the Accelerated Rate of Change.” The Cap Gemini Ernst & Young Center for Business Innovation. Published on KurzweilAI.net with permission. http://www.kurzweilai.net/articles/art0563.html (accessed May 19, 2008). [Quotation]
Kremer, Michael. 1993. “Population Growth and Technological Change: One Million B.C. to 1990.” The Quarterly Journal of Economics 108, 3: 681-716. http://www.jstor.org/view/00335533/di976343/97p0125n/0 (accessed October 30, 2007).
Image Credits
Ptolemy (woodcut) from the collection of the James Ford Bell Library, University of Minnesota, Minneapolis, MN.
26-27
Milestones in Mapping Science: Timeline: 1930–196
28-29
Timeline: 1960–1982
Image Credits
See Garfield et al. 1964, courtesy of Thomson Reuters.
Garfield, Eugene, Irving H. Sher, and Richard J. Torpie. 1964. “The Use of Citation Data in Writing the History of Science.” Report for Air Force Office of Scientific Research under contract AF49 (638)-1256. Philadelphia, PA: Institute for Scientific Information. http://www.garfield.library.upenn.edu/papers/useofcitdatawritinghistofsci.pdf (accessed September 30, 2009).
Image Credits
See Marshakova 1981, 1973, with kind permission from Springer Science and Business Media
Marshakova, Irina V. 1981. “Citation Networks in Information Science.” Scientometrics 3, 1: 13-26.
Marshakova, Irina V. 1973. “A System of Document Connections Based on References.” Scientific and Technical Information Serial of VINITI 6: 3-8.
Image Credits
See Marshakova 1981, 1973, with kind permission from Springer Science and Business Media
Marshakova, Irina V. 1981. “Citation Networks in Information Science.” Scientometrics 3, 1: 13-26.
Marshakova, Irina V. 1973. “A System of Document Connections Based on References.” Scientific and Technical Information Serial of VINITI 6: 3-8.
30-31
Timeline: 1982–1998
Image Credits
"The Sandbox for Analysis-Concepts and Methods" by W. Wright et al. ACM CHI 2006. Oculus nSpace Sandbox® is a registered trademark of Oculus Info, Inc.
Data Credits
Kepler, T., and W. Wright. 2004. “GeoTime Information Visualization.” IEEE InfoVis 2004. GeoTime is a registered trademark of Oculus Info, Inc. Used by permission.
Image Credits
Screenshot of “Science and Technology Dynamics Toolbox" courtesy of Loet Leydesdorff.
Software Credits
Leydesdorff, Loet. 2005. “Software and Data of Loet Leydesdorff.” University of Amsterdam. http://users.fmg.uva.nl/lleydesdorff/software.htm (accessed October 30, 2007).
Image Credits
Screenshot of “In Flow" courtesy of Valdis Krebs.
Software Credits
Krebs, Valdis. 2008. “InFlow-Software for Social Network Analysis & Organizational Network Analysis.” Orgnet.com. http://www.orgnet.com/inflow3.html (accessed June 2, 2008).
Image Credits
Screenshot of “Flow Mapper" courtesy of Waldo Tobler.
Software Credits
Regents of University of California, Santa Barbara, Center for Spatially Integrated Social Science. 2008. “Tobler's Flow Mapper.” http://csiss.ncgia.ucsb.edu/clearinghouse/FlowMapper (accessed February 5, 2010). Tutorial from http://csiss.ncgia.ucsb.edu/clearinghouse/FlowMapper/MovementMapping.pdf(accessed June 2, 2008).
Image Credits
Pajek courtesy of Andrej Mrvar, associate professor of Social Science Informatics, University of Ljubljana, Faculty of Social Sciences, Kardeljeva pl. 5, 1000 Ljubljana, Slovenia, and Vladimir Batagelj, University of Ljubljana FMF-Department of Mathematics and IMFM-Institute of Mathematics, Physics and Mechanics Department for Theoretical Computer Science Jadranska 19, 1000 Ljubljana, Slovenia.
Image Credits
See Halasz et al. 1987, courtesy of PARC (Palo Alto Research Center, Inc.).
Halasz, Frank G., Thomas P. Moran, and Randall H. Trigg. 1987. “NoteCards in a Nutshell.” Proceedings of the ACM CHI+GI'87 Human Factors in Computing Systems and Graphics Interface Conference, edited by J. M. Carroll and P. P. Tanner, 45-52. New York: ACM.
Image Credits
See Mackinlay et al. 1995, © 1995 by Association for Computing Machinery, used by permission.
Mackinlay, J. D., R. Rao, and S. K. Card. 1995. “An Organic User Interface for Searching Citation Links.” Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems, Denver, CO, May 7-11. http://www.acm.org/sigchi/chi95/Electronic/documnts/papers/jdm_bdy.htm (accessed October 30, 2007).
Image Credits
See Chen et al. 1998, courtesy of the Artificial Intelligence Lab, the University of Arizona.
Chen, Hsinchun, Andrea L. Houston, Robin R. Sewell, and Bruce R. Schatz. 1998. “Internet Browsing and Searching: User Evaluations of Category Map and Concept Space Techniques.” Special Issue (Artificial Intelligence Techniques for Emerging Information Systems Applications), Journal of the American Society for Information Science 49, 7: 582-603.

Image Credits
See Shneiderman 1992, courtesy of the University of Maryland Human-Computer Interaction Lab.
Shneiderman, Ben. 1992. “Tree Visualization with Tree-Maps: 2-D Space-Filling Approach.” ACM Transactions on Graphics 11, 1: 92-99. See also http://www.cs.umd.edu/hcil/treemap-history (accessed February 10, 2010).

Image Credits
See White and McCain 1998 (fig. 4), reprinted by permission of John Wiley & Sons, Inc.
White, Howard D., and Katherine W. McCain. 1998. “Visualizing a Discipline: An Author Co-citation Analysis of Information Science, 1972-1995.” Journal of the American Society for Information Science 49, 4: 327-355.
32-33
Timeline: 1998–2000
Image Credits
VxInsight, courtesy of Sandia National Laboratory, see also Davidson et al. 1998.
Davidson, George S., B. Hendrickson, David K. Johnson, C. E. Meyers, and Brian N. Wylie. 1998. “Knowledge Mining with VxInsight: Discovery Through Interaction.” Journal of Intelligent Information Systems 11, 3: 259-285.
34-35
Timeline: 2000–2002
Image Credits
UCINet courtesy of Steve P. Borgatti.
Software Credits
Borgatti, S. P., M. G. Everett, and L. C. Freeman. 2002. “Ucinet for Windows: Software for Social Network Analysis.” Harvard, MA: Analytic Technologies. http://www.analytictech.com/ucinet (accessed February 10, 2010).

Image Credits
Visone Tool courtesy of Ulrik Brandes.
Software Credits
Brandes, Ulrik, and Dorothea Wagner. 2010. “Visone: Analysis and Visualization of Social Networks.” http://visone.info (accessed March 30, 2010).
Image Credits
Infoscope courtesy of Macrofocus GmbH.
Software Credits
Macrofocus GmbH. 2008. “Macrofocus.” http://www.macrofocus.com (accessed June 2, 2008).
Image Credits
Visual Thesaurus, © 1998-2007 Thinkmap, Inc. All rights reserved.
Software Credits
Thinkmap, Inc. 2008. “Thinkmap Visual Thesaurus.” http://www.visualthesaurus.com (accessed June 2, 2008).

Image Credits
They Rule courtesy of Josh On.
Software Credits
On, Josh. 2008. “They Rule.” http://www.theyrule.net (accessed October 30, 2007).

Image Credits
TouchGraph courtesy of TouchGraph LLC, http://touchgraph.com.
Software Credits
TouchGraph, LLC. 2007. “TouchGraph Google Browser.” http://www.touchgraph.com/TGGoogleBrowser.html (accessed June 10, 2008).
Image Credits
GeoTime is a registered trademark of Oculus Info, Inc., see Kapler and Wright 2004.
Software Credits
Oculus Info, Inc. 2006. “Oculus Excel Visualizer.” http://www.oculusinfo.com/papers/ExcelVizWhitepaper-final.pdf (accessed January 1, 2008).
Image Credits
See Newman 2004, with kind permission from Springer Science and Business Media.
Newman, Mark E. J. 2000. “Who Is the Best Connected Scientist? A Study of Scientific Coauthorship Networks.” SFI Working Paper 00-12-64. Santa Fe Institute. http://www.santafe.edu/media/workingpapers/00-12-064.pdf (accessed February 10, 2010).

Image Credits
See Wattenberg 2002.
Wattenberg, Martin. 2002. “Idea Line.” Whitney Artport: The Whitney Museum Portal to Net Art. http://artport.whitney.org/commissions/idealine.shtml (accessed March 30, 2010).

Image Credits
See Andrews et al. 2001, © 2001, IEEE.
Andrews, Keith, Vedran Sabol, Wilfried Lackner, Christian Gütl, and Josef Moser. 2001. “Search Result Visualisation with xFIND.” Proceedings of the Second International Workshop on User Interfaces to Data Intensive Systems (UIDIS'01), edited by Epaminondas Kapetanios and Hans Hinterberger, 50-58. Los Alamitos, CA: IEEE Computer Society.
36-37
Timeline: 2002–2004

Image Credits
JUNG courtesy of Joshua O'Madadhain
Software Credits
O'Madadhain, Joshua, Danyel Fisher, and Scott White. 2008. “JUNG: Java Universal Network/Graph Framework.” University of California, Irvine. http://jung.sourceforge.net (accessed May 29, 2008).

Image Credits
Information Visualization Cyberinfrastructure courtesy of Katy Börner, Indiana University.
Software Credits
Baumgartner, Jason, Katy Börner, N. J. Deckard, and N. Sheth. 2003. “An XML Toolkit for an Information Visualization Software Repository.” IEEE Information Visualization Conference Poster Compendium, 72-73.
Image Credits
Refviz Overview of Literature Search Results courtesy of Thomson Reuters.
Software Credits
Thomson Reuters. 2008. “RefViz: Explore Research Literature . . . Visually!" http://www.refviz.com (accessed June 2, 2008).

Image Credits
Dynet Dynamic Network Software Package courtesy of ATA SPA.
Software Credits
Advanced Technology Assessment SpA. “DyNet LS Tool.” http://www.atalab.com/software/dynet (accessed October 30, 2007).
Image Credits
Citespace Trend Analysis courtesy of Chaomei Chen.
Software Credits
Chen, Chaomei. 2008. “CiteSpace: Visualizing Patterns and Trends in Scientific Literature.” http://cluster.cis.drexel.edu/~cchen/citespace (accessed June 10, 2008).

Image Credits
Linking Papers and Funding, see Boyack and Börner 2003.
Boyack, Kevin W., and Katy Börner. 2003. “Indicator-Assisted Evaluation and Funding of Research: Visualizing the Influence of Grants on the Number and Citation Counts of Research Papers.” Special issue (Visualizing Scientific Paradigms), Journal of the American Society of Information Science and Technology 54, 5: 447-461.
38-39
Timeline: 2004–2005
Image Credits
NetVis Dynamic Visualization of Social Networks courtesy of Jonathon N. Cummings.
Software Credits
Cummings, Jonathon N. 2007. “NetVis Module: Dynamic Visualization of Social Networks.” http://www.netvis.org (accessed October 30, 2007).

Image Credits
R Statistical Computing Language, © R Foundation, from http://www.r-project.org.
Software Credits
The R Foundation. 2003. “R Project for Statistical Computing.” http://www.r-project.org (accessed October 30, 2007).
Image Credits
GUESS Graph Exploration System, Eytan Adar, GUESS.
Software Credits
Adar, Eytan. 2007. “GUESS: The Graph Exploration System.” http://graphexploration.cond.org (accessed October 30, 2007).

Image Credits
See Douglas et al. 2005, courtesy of Shawn M. Douglas.
Douglas, Shawn M., Gaetano T. Montelione, and Mark Gerstein. 2005. “PubNet: A Flexible System for Visualizing Literature-Derived Networks.” Genome Biology 6, 9: R80.
Software Credits
Douglas, Shawn M., Gaetano T. Montelione, and Mark Gerstein. 2005. “PubNet: Publication Network Graph Utility.” http://pubnet.papers.gersteinlab.org (accessed October 30, 2007).

Image Credits
CiNii Researchers Link Viewer courtesy of Ryutaro Ichise.
Software Credits
CiNii. 2004. “Researchers Link Viewer.” http://ri-www.nii.ac.jp/ComMining1/index.cgi (accessed January 1, 2008).
40-41
Timeline: 2006–I
Image Credits
Smart Network Analyzer courtesy of Valdis Krebs.
Software Credits
Krebs, Valdis. 2008. “InFlow-Software for Social Network Analysis & Organizational Network Analysis.” Orgnet.com. http://www.orgnet.com/inflow3.html (accessed June 2, 2008).
Image Credits
PublicationHarvester courtesy of Stellman & Greene Consulting. http://www.stellman-greene.com/PublicationHarvester.
Image Credits
2002 Structure Map: Boyack, Kevin W., and Richard Klavans. 2005. “The Structure of Science.” Albuquerque, NM, and Berwyn, PA. Courtesy of Kevin W. Boyack and Richard Klavans, SciTech Strategies, Inc., http://www.mapofscience.com (accessed June 10, 2008).

Image Credits
HistCite Visualization of DNA Development by Eugene Garfield (HistCite), Elisha Hardy, Katy Börner (graphic design), Ludmila Pollock (images), and Jan Witkowski (text). Philadelphia, PA. Courtesy of Eugene Garfield, Thomson Reuters ISI, Indiana University, and Cold Spring Harbor Laboratory.

Image Credits
Boyack, Kevin W., and Richard Klavans. 2006. “Map of Scientific Paradigms.” Albuquerque, NM, and Berwyn, PA. Courtesy of Kevin W. Boyack, Sandia National Laboratories and Richard Klavans, SciTech Strategies, Inc. http://www.mapofscience.com (accessed June 10, 2008).
42-43
Timeline: 2006–II
Image Credits
NWB Team. 2006. “Network Workbench Tool.” Indiana University, Northeastern University, and University of Michigan, http://nwb.slis.indiana.edu (accessed March 15, 2010).

Image Credits
BibExcel Bibliographic Data Analyzer courtesy of Olle Persson.
Software Credits
Persson, Olle. 2010. “BIBEXCEL.” http://www8.umu.se/inforsk/Bibexcel (accessed February 10, 2010).

Image Credits
Knowledge Spaces for Collective Annotation courtesy of Knewco, Inc.
Software Credits
Knewco, Inc. 2008. “Knewco: Knowledge Redesigned.” http://knewco.com (accessed June 10, 2008).
Image Credits
Topic Map: How Scientific Paradigms Relate, the Illuminated Diagram Map used in Places & Spaces: Mapping Science, based on “Map of Scientific Paradigms Research" and Node layout by Kevin W. Boyack and Richard Klavans, SciTech Strategies, Inc. http://www.mapofscience.com with graphics and typography by W. Bradford Paley, Information Esthetics, http://didi.com/brad, conceptualized and commissioned by Katy Börner.

Image Credits
Hands-On Science Maps for Kids, Places & Spaces: Mapping Science, Science Map by Fileve Palmer (original artwork and design) and Katy Börner (concept), Indiana University, incorporating the structural elements of the “Map of Scientific Paradigms" by Kevin W. Boyack and Richard Klavans, SciTech Strategies, Inc. http://www.mapofscience.com (accessed June 10, 2008).
44-45
Timeline: 2006–2007
Image Credits
Visual Concept Explorer courtesy of Xia Lin.
Software Credits
Lin, Xia. 2010. “Visual Concept Explorer.” http://cluster.cis.drexel.edu/vce (accessed March 15, 2010).
Image Credits
Treparel Patent Visualization courtesy of Anton Heijs, Treparel.
Software Credits
Heijs, Anton, and Treparel Information Solutions, B.V. 2008. “Treparel.” http://www.treparel.com (accessed June 2, 2008). Used by permission.
Image Credits
See Carvalho and Batty 2006.
Carvalho, Rui, and Michael Batty. 2006. “The Geography of Scientific Productivity: Scaling in US Computer Science.” Journal of Statistical Mechanics: Theory and Experiment P10012. http://arxiv.org/PS_cache/physics/pdf/0603/0603242v3.pdf (accessed October 30, 2007).

Image Credits
See Herr II et al. 2008, © 2008 IEEE.
Herr II, Bruce W., Russell Jackson Duhon, Katy Börner, Elisha F. Hardy, and Shashikant Penumarthy. 2008. “113 Years of Physical Review: Using Flow Maps to Show Temporal and Topical Citation Patterns.” Proceedings of the 12th Information Visualization Conference (IV'08), 421-426. Los Alamitos, CA: IEEE Computer Society Conference Publishing Services.
46-47
Timeline: 2007






































