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ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis [article]

Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu
2022 arXiv   pre-print
Through a systematic analysis of previous work, we abstract visualization-related tasks into mathematical operators such as union and propose a design space of visualization operations.  ...  However, existing formalisms focus on operating on a single visualization instead of multiple visualizations, making it challenging to perform analysis tasks such as sorting and clustering visualizations  ...  ACKNOWLEDGMENTS We thank reviewers for their thoughtful suggestions.  ... 
arXiv:2204.00856v1 fatcat:x4gaktersjdwbeiy5cbbou3jqe

ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis

Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu
2022 CHI Conference on Human Factors in Computing Systems  
Through a systematic analysis of previous work, we abstract visualization-related tasks into mathematical operators such as union and propose a design space of visualization operations.  ...  However, existing formalisms focus on operating on a single visualization instead of multiple visualizations, making it challenging to perform analysis tasks such as sorting and clustering visualizations  ...  ACKNOWLEDGMENTS We thank reviewers for their thoughtful suggestions.  ... 
doi:10.1145/3491102.3517618 fatcat:7ga2qq27gngwtb2g6cbd7oervi