A Data–Frame Theory of Sensemaking

By Gary Klein, Jennifer K. Phillips, E. Rall, Deborah A. Peluso. 2007

532 citations recorded by the source corpus.

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In Cognitive Neuroscience

Citations in the corpus

Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI (2019, background): “understanding (Klein, Moon and Hoffman, 2006; Klein et al, 2007).”
Between Subjectivity and Imposition (2020, background): “Annotation tasks are, as we will argue, mainly about sensemaking [52], i.”
Making sense of blockchain technology: How will it transform supply chains? (2019, background): “These different forms of frameworks are known as frames: an explanatory structure that defines entities by describing their relationship to other entities (Klein et al., 2007).”
Situation Awareness Misconceptions and Misunderstandings (2015, methodology): “Klein et al (2007) state that their model of sensemaking is different from the SA model because they are “interested in sensemaking as a process and not just a state of knowledge” (p. 116).”
Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective (2010, background): “Yet some other cognitive scientists instead focus on a different genre of representations, termed schemas [34], frames [23], propositions and mental models [19].”
Adaptive Skill as the Conditio Sine Qua Non of Expertise (2018, background): “…adopted by Hatano and Inagaki, are consistent with the mental modelling processes that support skilled adaptation and high levels of proficiency (e.g., Klein et al., 2003), and with the underlying data-frame mechanisms proposed in recent theories of expert sensemaking (Klein et al., 2006).”