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Rapid understanding of scientific paper collections: Integrating statistics, text analytics, and visualization

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  • Cody Dunne
  • Ben Shneiderman
  • Robert Gove
  • Judith Klavans
  • Bonnie Dorr

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Suggested Citation

  • Cody Dunne & Ben Shneiderman & Robert Gove & Judith Klavans & Bonnie Dorr, 2012. "Rapid understanding of scientific paper collections: Integrating statistics, text analytics, and visualization," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(12), pages 2351-2369, December.
    • Handle: RePEc:bla:jinfst:v:63:y:2012:i:12:p:2351-2369
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    References listed on IDEAS

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    1. Chaomei Chen, 2006. "CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(3), pages 359-377, February.
    2. Chaomei Chen & Fidelia Ibekwe-SanJuan & Jianhua Hou, 2010. "The structure and dynamics of cocitation clusters: A multiple-perspective cocitation analysis," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(7), pages 1386-1409, July.
    3. Aleks Aris & Ben Shneiderman & Vahed Qazvinian & Dragomir Radev, 2009. "Visual overviews for discovering key papers and influences across research fronts," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(11), pages 2219-2228, November.
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    Cited by:

    1. Holly N. Wolcott & Matthew J. Fouch & Elizabeth R. Hsu & Leo G. DiJoseph & Catherine A. Bernaciak & James G. Corrigan & Duane E. Williams, 2016. "Modeling time-dependent and -independent indicators to facilitate identification of breakthrough research papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(2), pages 807-817, May.
    2. Qing Ping & Chaomei Chen, 2018. "LitStoryTeller+: an interactive system for multi-level scientific paper visual storytelling with a supportive text mining toolbox," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 1887-1944, September.
    3. Pin Li & Guoli Yang & Chuanqi Wang, 2019. "Visual topical analysis of library and information science," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1753-1791, December.
    4. Marcel Dunaiski & Gillian J. Greene & Bernd Fischer, 2017. "Exploratory search of academic publication and citation data using interactive tag cloud visualizations," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(3), pages 1539-1571, March.

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