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Hindsight, insight, and foresight: a multi-level structural variation approach to the study of a scientific field
Journal article   Peer reviewed

Hindsight, insight, and foresight: a multi-level structural variation approach to the study of a scientific field

Chaomei Chen
Technology analysis & strategic management, v 25(6), pp 619-640
01 Jul 2013

Abstract

discovery regenerative medicine theory of transformative research visual analytics
In this article we introduce a multi-level structural variation approach to the study of a scientific field. The approach is motivated by an explanatory and computational theory of transformative discovery and novel structural variation metrics derived from the theory. We integrate the theoretical framework with a visual analytic process that enables an analyst to study the literature of a scientific field across multiple levels of aggregation and decomposition, including the field as a whole, specialties, topics and predicates. We demonstrate the use of this approach through a study of regenerative medicine.

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