Project D04

D04 | Quantitative Aspects of Immersive Analytics for the Life Sciences

Prof. Dr. Falk Schreiber, Universität Konstanz
Email | Website

Dr. Lewis L. Chuang, LMU
Email | Website

Dr. Karsten Klein – Email | Website
Dr. Björn Sommer – Email | Website
Michael Aichem – Email | Website

About this project
Results

Immersive Analytics (IA) is an emerging field that studies technologies facilitating a deep cognitive, perceptual and/or emotional involvement of humans when understanding and reasoning with data. The goal of this project is to investigate and quantify the impact of such technologies on immersion, and the role of immersion for data analytics. We aim to further develop the Immersive Analytics methodology and investigate the applicability of IA approaches to research tasks in the life sciences, with a particular focus on quantitative aspects of immersive analytics. We will design immersive environments for selected applications of the life sciences and develop new methodologies that allow us to put the human in the loop for an immersive experience during an analytics workflow.

Research Questions

How can we quantify immersion in an analytics process, and how can we quantify the impact of immersion?

How can we best support analytics and decision making tasks with Immersive Analytics approaches facilitated by new technologies?

What are new potentials and benets that IA brings for tasks in the life sciences, and how can we quantify them?

Immersive Analytics (IA)

Publications

de Ridder, M., Klein, K., & Kim, J. (2017). Temporaltracks: visual analytics for exploration of 4D fMRI time-series coactivation. In in Proc. Computer Graphics Intl. Conference (pp. 13:1-13:6). Computer Graphics Intl. Conference.
- BibTeX
@inproceedings{deridder2017temporaltracks, author = {de Ridder, M. and Klein, K. and Kim, J.}, booktitle = {in Proc. Computer Graphics Intl. Conference}, organization = {Computer Graphics Intl. Conference}, pages = {13:1-13:6}, title = {Temporaltracks: visual analytics for exploration of 4D fMRI time-series coactivation}, year = 2017 }
Klapperstueck, M., Czauderna, T., Goncu, C., Glowacki, J., Dwyer, T., Schreiber, F., & Marriott, K. (2018). Contextuwall: multi-site collaboration using display walls. Journal of Visual Languages & Computing, 46, 35–42.
- BibTeX
@article{ofvisuallanguagescomputing2018contextuwall, author = {Klapperstueck, M. and Czauderna, T. and Goncu, C. and Glowacki, J. and Dwyer, T. and Schreiber, F. and Marriott, K.}, editor = {of Visual Languages &, Journal and Computing}, journal = {Journal of Visual Languages & Computing}, pages = {35-42}, title = {Contextuwall: multi-site collaboration using display walls}, volume = 46, year = 2018 }
Zhu, Y., Czauderna, T., Zhao, J., Klapperstueck, M., Maifiah, M. H. M., Han, M.-L., … Li, J. (2018). “Genome-scale metabolic modeling of responses to polymyxins in pseudomonas aeruginosa.” GigaScience, 7(4).
- BibTeX
@article{zhu2018genomescale, author = {Zhu, Y. and Czauderna, T. and Zhao, J. and Klapperstueck, M. and Maifiah, M. H. M. and Han, M.-L. and Lu, J. and Sommer, B. and Velkov, T. and Lithgow, T. and Song, J. and Schreiber, F. and Li, J.}, editor = {GigaScience}, journal = {GigaScience}, number = 4, title = {“Genome-scale metabolic modeling of responses to polymyxins in pseudomonas aeruginosa”}, volume = 7, year = 2018 }
Nim, H. T., Sommer, B., Klein, K., Flack, A., Safi, K., Nagy, M., … Schreiber, F. (2017). “Design Considerations for Immersive Analytics of Bird Movements Obtained by Miniaturised GPS Sensors". Eurographics WS Visual Computing for Biology and Medicine, online.
- BibTeX
@article{nim2017design, author = {Nim, H. T. and Sommer, B. and Klein, K. and Flack, A. and Safi, K. and Nagy, M. and Fiedler, W. and Wikelski, M. and Schreiber, F.}, editor = {for Biology, Eurographics WS Visual Computing and Medicine}, journal = {Eurographics WS Visual Computing for Biology and Medicine}, title = {“Design Considerations for Immersive Analytics of Bird Movements Obtained by Miniaturised GPS Sensors" }, volume = {online}, year = 2017 }
de Ridder, M., Klein, K., & Kim, J. (2018). “A review and outlook on visual analytics for uncertainties in functional magnetic resonance imaging.” Brain Informatics, 5(2), 5.
- BibTeX
@article{deridder2018review, author = {de Ridder, M. and Klein, K. and Kim, J.}, journal = {Brain Informatics}, number = 2, pages = 5, title = {“A review and outlook on visual analytics for uncertainties in functional magnetic resonance imaging”}, volume = 5, year = 2018 }
Chandler, T., Cordeil, M., Czauderna, T., Dwyer, T., Glowacki, J., Goncu, C., … Wilson, E. (2015). Immersive Analytics. In BDVA (pp. 1-8 73-80). IEEE. Retrieved from http://dblp.uni-trier.de/db/conf/bdva/bdva2015.html#ChandlerCCDGGKK15
- BibTeX
- Link
@inproceedings{conf/bdva/ChandlerCCDGGKK15, author = {Chandler, Tom and Cordeil, Maxime and Czauderna, Tobias and Dwyer, Tim and Glowacki, Jaroslaw and Goncu, Cagatay and Klapperstück, Matthias and Klein, Karsten and Marriott, Kim and Schreiber, Falk and Wilson, Elliot}, booktitle = {BDVA}, crossref = {conf/bdva/2015}, ee = {http://dx.doi.org/10.1109/BDVA.2015.7314296}, isbn = {978-1-4673-7343-2}, pages = {1-8 73-80}, publisher = {IEEE}, title = {Immersive Analytics.}, url = {http://dblp.uni-trier.de/db/conf/bdva/bdva2015.html#ChandlerCCDGGKK15}, year = 2015 }
Marriott, K., Schreiber, F., Dwyer, T., Klein, K., Henry Riche, N., Itoh, T., … Thomas, B. H. (2018). Immersive Analytics. (Springer, Springer, Ed.). Springer.
- BibTeX
@book{springer2018immersive, author = {Marriott, K. and Schreiber, F. and Dwyer, T. and Klein, K. and Henry Riche, N. and Itoh, T. and Stuerzlinger, W. and Thomas, B. H.}, editor = {Springer}, publisher = {Springer}, title = {Immersive Analytics}, year = 2018 }
Rohn, H., Junker, A., Hartmann, A., Grafahrend-Belau, E., Treutler, H., Klapperstück, M., … Schreiber, F. (2012). “Vanted v2: a framework for systems biology applications.” BMC Systems Biology, 6(1), 139.
- BibTeX
@article{rohn2012vanted, author = {Rohn, H. and Junker, A. and Hartmann, A. and Grafahrend-Belau, E. and Treutler, H. and Klapperstück, M. and Czauderna, T. and Klukas, C. and Schreiber, F.}, editor = {Biology, BMC Systems}, journal = {BMC Systems Biology}, number = 1, pages = 139, title = {“Vanted v2: a framework for systems biology applications”}, volume = 6, year = 2012 }