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Title:Evidence-based discovery
Author(s):Blake, Catherine
theory and philosophy of information
information technology and work
Abstract:Both data-driven and human-centric methods have been used to better understand the scientific process. We describe a new framework called evidence-based discovery, to reconcile the gulf between the data-driven and human-centered approaches. Our goal is to provide a vision statement for how these (and other) approaches can be unified in order to better understand the complex-decision making that occurs when creating new knowledge. Despite the inevitable challenges, the combination of data and human-centric methods are required to understand, characterize, and ultimately accelerate science.
Issue Date:2015-03-15
Series/Report:iConference 2015 Proceedings
Genre:Conference Paper/Presentation
Peer Reviewed:yes
Rights Information:Copyright 2015 is held by the authors. Copyright permissions, when appropriate, must be obtained directly from the authors.
Date Available in IDEALS:2015-03-23

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