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The visualization pipeline is a general model for a typical structure of a visualization process, which has been abstracted from earlier works in visualization in the late 1980s [3], and then adapted and extended several times [1, 2,...]. Starting out from data to be visualized and a particular visualization task at hand, a number of steps are processed along the visualization pipeline, including data enhancement, visualization mapping, and rendering, to eventually achieve a visualization of the data with the purpose of serving the given visualization task through effectiveness, expressiveness, and appropriateness [4].
Key Points
Data visualization is a part of computer science which provides expressive visual representations of data – through the appropriate application of computer graphics, often also in an interactive form – with the intention to effectively aid specific user tasks, including the exploration, analysis, and...
Recommended Reading
Chi EH. A taxonomy of visualization techniques using the data state reference model. In: Proceedings of IEEE symposium on information visualization. 2000. p. 69–75.
dos Santos S, Brodlie K. Gaining understanding of multivariate and multidimensional data through visualization. Comput Graph. 2004;28(3):311–25.
Haber RB, McNabb DA. Visualization idioms: a conceptual model for scientific visualization systems. In: Nielson GM, Shriver B, Rosenblum LJ, editors. Visualization in scientific computing. Washington, DC: IEEE Computer Society; 1990. p. 74–93.
Schumann H, Müller W. Visualisierung – Grundlagen und allgemeine Methoden (in German). Berlin: Springer; 2000.
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Hauser, H., Schumann, H. (2016). Visualization Pipeline. In: Liu, L., Özsu, M. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4899-7993-3_1133-2
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DOI: https://doi.org/10.1007/978-1-4899-7993-3_1133-2
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