The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytics Supplement Material to Formalize the Model
نویسندگان
چکیده
Figure 1: Conceptual Model of Knowledge-Assisted Visual Analytics. The model is divided into two spaces (machine and human) and describes knowledge generation, conversion, and exploitation within the Visual Analytics (VA) process, in terms of artifacts: explicit knowledge Kε , data D , specification S , image I and tacit knowledge Kτ ; and processes: analysis A , visualization V , externalization X ,
منابع مشابه
The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytics
Visual Analytics (VA) aims to combine the strengths of humans and computers for effective data analysis. In this endeavor, humans’ tacit knowledge from prior experience is an important asset that can be leveraged by both human and computer to improve the analytic process. While VA environments are starting to include features to formalize, store, and utilize such knowledge, the mechanisms and d...
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