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Rapid and Reusable Text Visualization and Exploration Development with DELVE

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 re...

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Autores principales: Harris, Daniel R., Kavuluru, Ramakanth, Jaromczyk, Jerzy W., Johnson, Todd R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543346/
https://www.ncbi.nlm.nih.gov/pubmed/28815123
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author Harris, Daniel R.
Kavuluru, Ramakanth
Jaromczyk, Jerzy W.
Johnson, Todd R.
author_facet Harris, Daniel R.
Kavuluru, Ramakanth
Jaromczyk, Jerzy W.
Johnson, Todd R.
author_sort Harris, Daniel R.
collection PubMed
description 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.
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spelling pubmed-55433462017-08-16 Rapid and Reusable Text Visualization and Exploration Development with DELVE Harris, Daniel R. Kavuluru, Ramakanth Jaromczyk, Jerzy W. Johnson, Todd R. AMIA Jt Summits Transl Sci Proc Articles 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. American Medical Informatics Association 2017-07-26 /pmc/articles/PMC5543346/ /pubmed/28815123 Text en ©2017 AMIA - All rights reserved. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose
spellingShingle Articles
Harris, Daniel R.
Kavuluru, Ramakanth
Jaromczyk, Jerzy W.
Johnson, Todd R.
Rapid and Reusable Text Visualization and Exploration Development with DELVE
title Rapid and Reusable Text Visualization and Exploration Development with DELVE
title_full Rapid and Reusable Text Visualization and Exploration Development with DELVE
title_fullStr Rapid and Reusable Text Visualization and Exploration Development with DELVE
title_full_unstemmed Rapid and Reusable Text Visualization and Exploration Development with DELVE
title_short Rapid and Reusable Text Visualization and Exploration Development with DELVE
title_sort rapid and reusable text visualization and exploration development with delve
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543346/
https://www.ncbi.nlm.nih.gov/pubmed/28815123
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