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CiteSpace

CiteSpace. Workshop on taking CiteSpace to Science: new applications to visualization programming 11 th International Conference on Scientometrics and Informetrics Madrid, 25-27 June 2007 June 28, 2007. http://cluster.cis.drexel.edu/~cchen/talks/. Key points. Current usage

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CiteSpace

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  1. CiteSpace Workshop on taking CiteSpace to Science: new applications to visualization programming 11th International Conference on Scientometrics and Informetrics Madrid, 25-27 June 2007 June 28, 2007 http://cluster.cis.drexel.edu/~cchen/talks/

  2. Key points • Current usage • Integrate new features • Priority areas of development • Long-term plan for research and education • Discussion

  3. Current Usage

  4. Users from 36 Countries Download 2+(9/13/2004-8/23/2006)

  5. Users from 14 Countries WebStart It 30+(9/13/2004-8/23/2006)

  6. Adding New Features to CiteSpace • Bug fixes, performance improvements, usability improvement, … • Implemented, published, not yet integrated • Implemented, unpublished, not integrated • To be designed, implemented, … • currently driven by the two major projects: • NEVAC: predictive (unstructured) text analysis, multi-source information fusion, geovisualization • SEI-SDSS: structural and temporal models of scientific frontiers, literature-based scientific discoveries (astronomy), multi-source predictive information fusion

  7. Features published but not yet available: Conceptual and Geospatial Diffusion of Knowledge Chen, C., Zhu, W., Tomaszewski, B., MacEachren, A. (2007) Tracing conceptual and geospatial diffusion of knowledge. HCI International 2007.Beijing, China. July 22-27, 2007. • Input: WoS • Output: Google Earth

  8. Features to be integrated: Conflict Opinions Chen, C., SanJuan, F. I., SanJuan, E., & Weaver, C. (2006) Visual analysis of conflicting opinions. IEEE Symposium on Visual Analytics Science and Technology (VAST 2006), Baltimore, MA. Oct 31-Nov 2, 2006. pp. 59-66. • Input: Amazon.com • Output: Explanation Tree

  9. Features to be integrated Predict High H-index Topical Themes Chen, C., Zhang, J., Zhu, W., Vogeley, M. (2007) Delineating the citation impact of scientific discoveries. IEEE/ACM Joint Conference on Digital Libraries (JCDL 2007). June 17-22, 2007. Vancouver, British Columbia, Canada. • Input: WoS • Output: Decision Tree Classifier

  10. Features in initial versions • e-prints • research awards • solicitations of research proposals • …

  11. Other possible features • Patents • Institutions • Full-text • Book-length reports • ???

  12. Current Priority of Research and Development To augment scientists’ ability to make high-impact scientific discoveries! To help novices as well as domain experts to learn the history, the contemporary status, and the projected significance of the future of a subject domain!

  13. Last 7 days: > 100 Last 14 days: > 400 Last 21 days: > 500 Last 90 days: > 2,400

  14. Last 7 days as of June 25, 2007

  15. NSF SGER Awards (2000-2006) 2005 2002

  16. Discussion: 1. Your experienceWhat is useful?2. Your wish list What you would like to see in the new versions?3. Research, education, disseminationcase studies, tutorials, and other learning materials

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