Story Arcs in Serious Illness: Natural Language Processing features of Palliative Care Conversations.

Lindsay Ross,Christopher M Danforth,Margaret J Eppstein,Laurence A Clarfeld,Brigitte N Durieux,Cailin J Gramling,Laura Hirsch,Donna M Rizzo,Robert Gramling

Patient Education and Counseling（2020）

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摘要

•References to time progress from the past toward the future over the narrative arc.•Narratives unfold from “sadder” to “happier” lexicon as rated by crowd-sourcing.•Expressions of possibility increase over narrative time.

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关键词

Stories,Conversation,Communication,Machine Learning,Natural Language Processing,Palliative Care,Artificial Intelligence,Narrative Analysis

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