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@inproceedings{amar_low_2005,
title={Low-level components of analytic activity in information visualization},
author={Amar, Robert and Eagan, James and Stasko, John},
booktitle={IEEE Symposium on Information Visualization. InfoVis 2005.},
pages={111--117},
year={2005},
organization={IEEE},
doi={10.1109/INFVIS.2005.1532136}
}
@inproceedings{bai_discrete_2007,
title={Discrete skeleton evolution},
author={Bai, Xiang and Latecki, Longin Jan},
booktitle={Energy Minimization Methods in Computer Vision and Pattern Recognition: 6th International Conference, EMMCVPR 2007, Ezhou, China, August 27-29, 2007. Proceedings 6},
pages={362--374},
year={2007},
organization={Springer},
url={https://link.springer.com/chapter/10.1007/978-3-540-74198-5_28}
}
@book{bloom_taxonomy_1956,
title={Taxonomy of educational objectives, handbook I: The cognitive domain},
author={Bloom, Benjamin and Engelhart, Max and Furst, Edward and Hill, Walker and Krathwohl, David},
year={1956},
publisher={David McKay}
}
@article{brehmer_multi_2013,
title={A multi-level typology of abstract visualization tasks},
author={Brehmer, Matthew and Munzner, Tamara},
journal={IEEE transactions on visualization and computer graphics},
volume={19},
number={12},
pages={2376--2385},
year={2013},
publisher={IEEE},
doi={10.1109/TVCG.2013.124}
}
@article{cleveland_model_1993,
title={A model for studying display methods of statistical graphics},
author={Cleveland, William S},
journal={Journal of Computational and Graphical Statistics},
volume={2},
number={4},
pages={323--343},
year={1993},
publisher={Taylor \& Francis},
doi={10.2307/1390686}
}
@article{dimara_task_2018,
title={A task-based taxonomy of cognitive biases for information visualization},
author={Dimara, Evanthia and Franconeri, Steven and Plaisant, Catherine and Bezerianos, Anastasia and Dragicevic, Pierre},
journal={IEEE transactions on visualization and computer graphics},
volume={26},
number={2},
pages={1413--1432},
year={2018},
publisher={IEEE},
doi={10.1109/TVCG.2018.2872577}
}
@article{dimara_critical_2021,
title={A critical reflection on visualization research: Where do decision making tasks hide?},
author={Dimara, Evanthia and Stasko, John},
journal={IEEE Transactions on Visualization and Computer Graphics},
volume={28},
number={1},
pages={1128--1138},
year={2021},
publisher={IEEE},
doi={10.1109/TVCG.2021.3114813}
}
@inproceedings{disch_designing_2022,
author = {Disch, Leonie and Fessl, Angela and Pammer-Schindler, Viktoria},
title = {Designing for Knowledge Construction to Facilitate the Uptake of Open Science: Laying out the Design Space},
year = {2022},
isbn = {9781450391573},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3491102.3517450},
doi = {10.1145/3491102.3517450},
booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems},
articleno = {246},
numpages = {16},
keywords = {knowledge construction, open science, platform design, design implications},
location = {New Orleans, LA, USA},
series = {CHI '22}
}
@article{dykes_visualization_2022,
title={Visualization for epidemiological modelling: challenges, solutions, reflections and recommendations},
author={Dykes, Jason and Abdul-Rahman, Alfie and Archambault, Daniel and Bach, Benjamin and Borgo, Rita and Chen, Min and Enright, Jessica and Fang, Hui and Firat, Elif E and Freeman, Euan and others},
journal={Philosophical Transactions of the Royal Society A},
volume={380},
number={2233},
pages={20210299},
year={2022},
publisher={The Royal Society},
doi={10.1098/rsta.2021.0299}
}
@article{franconeri_science_2021,
title={The science of visual data communication: What works},
author={Franconeri, Steven L and Padilla, Lace M and Shah, Priti and Zacks, Jeffrey M and Hullman, Jessica},
journal={Psychological Science in the public interest},
volume={22},
number={3},
pages={110--161},
year={2021},
publisher={Sage Publications Sage CA: Los Angeles, CA},
doi={10.1177/15291006211051956}
}
@article{hall_design_2020,
author={Hall, Kyle Wm. and Bradley, Adam J. and Hinrichs, Uta and Huron, Samuel and Wood, Jo and Collins, Christopher and Carpendale, Sheelagh},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Design by Immersion: A Transdisciplinary Approach to Problem-Driven Visualizations},
year={2020},
volume={26},
number={1},
pages={109-118},
doi={10.1109/TVCG.2019.2934790}}
@article{iceland_multigroup_2004,
title={The multigroup entropy index (also known as Theil’s H or the information theory index)},
author={Iceland, John},
journal={US Census Bureau},
volume={31},
number={2006},
pages={51},
year={2004},
url={https://www2.census.gov/programs-surveys/demo/about/housing-patterns/multigroup_entropy.pdf}
}
@article{jenny_cartographic_2021,
author={Jenny, Bernhard and Heitzler, Magnus and Singh, Dilpreet and Farmakis-Serebryakova, Marianna and Liu, Jeffery Chieh and Hurni, Lorenz},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Cartographic Relief Shading with Neural Networks},
year={2021},
volume={27},
number={2},
pages={1225-1235},
doi={10.1109/TVCG.2020.3030456}}
@book{kahneman_thinking_2011,
title={Thinking, fast and slow},
author={Kahneman, Daniel},
year={2011},
publisher={macmillan},
url={https://www.penguin.com.au/books/thinking-fast-and-slow-9780141033570}
}
@book{kirk_data_2025,
title={Data visualisation: A handbook for data driven design},
author={Kirk, Andy},
pages={1--304},
year={2025},
publisher={SAGE Publications Ltd},
edition={Third edition},
url={https://visualisingdata.com/book}
}
@article{knuth_literate_1984,
title={Literate programming},
author={Knuth, Donald Ervin},
journal={The computer journal},
volume={27},
number={2},
pages={97--111},
year={1984},
publisher={Oxford University Press},
url={https://en.wikipedia.org/wiki/Literate_programming}
}
@article{kosara_notebooks_2023,
author = {R. Kosara},
journal = {IEEE Computer Graphics and Applications},
title = {Notebooks for Data Analysis and Visualization: Moving Beyond the Data},
year = {2023},
volume = {43},
number = {01},
issn = {1558-1756},
pages = {91-96},
keywords = {analytical models;data analysis;filtering;data visualization;collaboration;predictive models;data models},
doi = {10.1109/MCG.2022.3222024},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = {jan}
}
@book{krathwohl_taxonomy_1956,
title={Taxonomy of educational objectives: The classification of educational goals; Handbook II: Affective domain},
author={Krathwohl, David and Bloom, Benjamin and Mesia, B},
year={1956},
publisher={David McKay}
}
@article{lee_affective_2023,
title={Affective learning objectives for communicative visualizations},
author={Lee-Robbins, Elsie and Adar, Eytan},
journal={IEEE Transactions on Visualization and Computer Graphics},
volume={29},
number={1},
pages={1--11},
year={2023},
publisher={IEEE},
doi={10.1109/TVCG.2022.3209500}
}
@article{lex_upset_2014,
title={UpSet: visualization of intersecting sets},
author={Lex, Alexander and Gehlenborg, Nils and Strobelt, Hendrik and Vuillemot, Romain and Pfister, Hanspeter},
journal={IEEE transactions on visualization and computer graphics},
volume={20},
number={12},
pages={1983--1992},
year={2014},
publisher={IEEE},
doi={10.1109/TVCG.2014.2346248}
}
@article{mackinlay_automating_1986,
title={Automating the design of graphical presentations of relational information},
author={Mackinlay, Jock},
journal={ACM Transactions On Graphics},
volume={5},
number={2},
pages={110--141},
year={1986},
publisher={ACM New York, NY, USA},
doi={10.1145/22949.22950},
}
@article{massey_dimensions_1988,
title={The dimensions of residential segregation},
author={Massey, Douglas S and Denton, Nancy A},
journal={Social forces},
volume={67},
number={2},
pages={281--315},
year={1988},
publisher={The University of North Carolina Press},
doi={10.1093/sf/67.2.281}
}
@article{meyer_criteria_2020,
author={Meyer, Miriah and Dykes, Jason},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Criteria for Rigor in Visualization Design Study},
year={2020},
volume={26},
number={1},
pages={87-97},
doi={10.1109/TVCG.2019.2934539}}
@book{munzner_visualization_2014,
title={Visualization analysis and design},
author={Munzner, Tamara},
year={2014},
publisher={CRC press},
doi={10.1201/b17511}
}
@article{rogers_insights_2020,
author={Rogers, Jen and Patton, Austin H. and Harmon, Luke and Lex, Alexander and Meyer, Miriah},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Insights From Experiments with Rigor in an EvoBio Design Study},
year={2021},
volume={27},
number={2},
pages={1106-1116},
doi={10.1109/TVCG.2020.3030405}}
}
@article{theil_note_1971,
title={A note on the measurement of racial integration of schools by means of informational concepts},
author={Theil, Henri and Finizza, Anthony J},
journal={Journal of Mathematical Sociology},
year={1971},
volume={1},
number={2},
pages={187-193},
publisher = {Routledge},
doi={10.1080/0022250X.1971.9989795}
}
@book{wang_artful_2018,
title={Artful Design: Technology in Search of the Sublime, A MusiComic Manifesto},
author={Wang, Ge},
year={2018},
publisher={Stanford University Press},
url={https://artful.design}
}
@article{wilkinson_grammar_2010,
title = {The grammar of graphics (review)},
author = {Wilkinson, Leland},
year = {2010},
journal = {WIREs Computational Statistics},
volume = {2},
number = {6},
pages = {673-677},
doi = {https://doi.org/10.1002/wics.118}
}
@book{wilkinson_grammar_2012,
title={The grammar of graphics},
author={Wilkinson, Leland},
year={2012},
publisher={Springer},
doi={10.1007/0-387-28695-0}
}
@article{wood_design_2019,
author={Wood, Jo and Kachkaev, Alexander and Dykes, Jason},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Design exposition with literate visualization},
year={2019},
volume={25},
number={1},
pages={759-768},
doi={10.1109/TVCG.2018.2864836}}