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This work presents a Case-Based Reasoning (CBR) visualization framework to address the low acceptance of new technology. It outlines a structured approach to explain tablet formulation challenges, leveraging embedded knowledge in the CBR process. The solution, FormuCaseViz, utilizes a parallel coordinate method to order relevant attributes effectively. Our software demo showcases its application, followed by user evaluations confirming its usability and effectiveness. This research aims to bridge gaps in understanding, fostering smoother technology integration in pharmaceutical development.
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