Semantic Interaction for Visual Analytics: Toward Coupling Cognition and Computation. Endert, A. IEEE Computer Graphics and Applications, 34(4):8–15, July, 2014. doi abstract bibtex Alex Endert's dissertation "Semantic Interaction for Visual Analytics: Inferring Analytical Reasoning for Model Steering" described semantic interaction, a user interaction methodology for visual analytics (VA). It showed that user interaction embodies users' analytic process and can thus be mapped to model-steering functionality for "human-in-the-loop" system design. The dissertation contributed a framework (or pipeline) that describes such a process, a prototype VA system to test semantic interaction, and a user evaluation to demonstrate semantic interaction's impact on the analytic process. This research is influencing current VA research and has implications for future VA research.
@article{endert_semantic_2014,
title = {Semantic {Interaction} for {Visual} {Analytics}: {Toward} {Coupling} {Cognition} and {Computation}},
volume = {34},
issn = {1558-1756},
shorttitle = {Semantic {Interaction} for {Visual} {Analytics}},
doi = {10.1109/MCG.2014.73},
abstract = {Alex Endert's dissertation "Semantic Interaction for Visual Analytics: Inferring Analytical Reasoning for Model Steering" described semantic interaction, a user interaction methodology for visual analytics (VA). It showed that user interaction embodies users' analytic process and can thus be mapped to model-steering functionality for "human-in-the-loop" system design. The dissertation contributed a framework (or pipeline) that describes such a process, a prototype VA system to test semantic interaction, and a user evaluation to demonstrate semantic interaction's impact on the analytic process. This research is influencing current VA research and has implications for future VA research.},
number = {4},
journal = {IEEE Computer Graphics and Applications},
author = {Endert, Alex},
month = jul,
year = {2014},
keywords = {WHEN - Real-Time Applications, WHY - Evaluation of Tools and Systems, Type of Work: Survey, WHY - User Behaviour, User Characteristics, User Modelling, WHY - Adaptive Systems / Guidance, HOW - Other, Type of Work: Theory \& Model, WHY - Model Steering / Active Learning},
pages = {8--15},
file = {Endert - 2014 - Semantic Interaction for Visual Analytics Toward .pdf:C\:\\Users\\conny\\Zotero\\storage\\CNX3LQBP\\Endert - 2014 - Semantic Interaction for Visual Analytics Toward .pdf:application/pdf;IEEE Xplore Full Text PDF:C\:\\Users\\conny\\Zotero\\storage\\HQGEE3Z3\\Endert - 2014 - Semantic Interaction for Visual Analytics Toward .pdf:application/pdf}
}
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