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Facilitating Physicians’ Access to Information via Tailored Text Summarization

McKeown, Kathleen; Elhadad, Noemie; Kaufman, David; Jordan, Desmond

We have developed a summarization system, TAS (Technical Article Summarizer), which, when provided with a patient record and journal articles returned by a search, automatically generates a summary that is tailored to the patient characteristics. We hypothesize that a personalized summary will allow a physician to more quickly find information relevant to patient care. In this paper, we present a user study in which subjects carried out a task under three different conditions: using search results only, using a generic summary and search results, and using a personalized summary with search results. Our study demonstrates that subjects do a better job on task completion with the personalized summary, and show a higher level of satisfaction, than under other conditions.

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More About This Work

Academic Units
Computer Science
Publisher
AMIA Annual Symposium, 2005
Published Here
June 1, 2013