no code implementations • 21 Mar 2024 • Munkhtulga Battogtokh, Yiwen Xing, Cosmin Davidescu, Alfie Abdul-Rahman, Michael Luck, Rita Borgo
As a consequence, the semantic structures of datasets have become more complex, and model decisions more difficult to explain.
no code implementations • 3 Mar 2021 • Min Chen, Alfie Abdul-Rahman, Deborah Silver, Mateu Sbert
The recently-proposed information-theoretic measure for analyzing the cost-benefit ratio of visualization processes can explain such usefulness experienced in practice, and postulate that the viewers' knowledge can reduce the potential distortion (e. g., misinterpretation) due to information loss.
Human-Computer Interaction Graphics Information Theory Information Theory
no code implementations • 12 Feb 2020 • Min Chen, Mateu Sbert, Alfie Abdul-Rahman, Deborah Silver
Information theory can be used to analyze the cost-benefit of visualization processes.