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Rapid and Reusable Text Visualization and Exploration Development with DELVE.
Harris, Daniel R; Kavuluru, Ramakanth; Jaromczyk, Jerzy W; Johnson, Todd R.
Affiliation
  • Harris DR; Center for Clinical and Translational Sciences, University of Kentucky, Lexington, KY 40506.
  • Kavuluru R; Department of Computer Science, University of Kentucky, Lexington, KY 40506.
  • Jaromczyk JW; Department of Computer Science, University of Kentucky, Lexington, KY 40506.
  • Johnson TR; Institute of Biomedical Informatics, University of Kentucky, Lexington, KY 40506.
AMIA Jt Summits Transl Sci Proc ; 2017: 139-148, 2017.
Article in En | MEDLINE | ID: mdl-28815123
We present DELVE (Document ExpLoration and Visualization Engine), a framework for developing interactive visualizations as modular Web-applications to assist researchers with exploratory literature search. The goal for web-applications driven by DELVE is to better satisfy the information needs of researchers and to help explore and understand the state of research in scientific liter ature by providing immersive visualizations that both contain facets and are driven by facets derived from the literature. We base our framework on principles from user-centered design and human-computer interaction (HCI). Preliminary evaluations demon strate the usefulness of DELVE's techniques: (1) a clinical researcher immediately saw that her original query was inappropriate simply due to the frequencies displayed via generalized clouds and (2) a muscle biologist quickly learned of vocabulary differences found between two disciplines that were referencing the same idea, which we feel is critical for interdisciplinary work. We dis cuss the underlying category-theoretic model of our framework and show that it naturally encourages the development of reusable visualizations by emphasizing interoperability.

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: AMIA Jt Summits Transl Sci Proc Year: 2017 Document type: Article Country of publication: United States

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: AMIA Jt Summits Transl Sci Proc Year: 2017 Document type: Article Country of publication: United States