A new approach for spatio-temporal data mining

Abstract

Spatio-temporal datasets (STD) are generated daily. Generally, their visualization includes 2D renderings or animated visualizations that do not fit to the exploration of such complex data. In this paper, we present an alternative approach to current STD visualizations. Our approach uses tangible and visual tools such as mini-robots and a tactile interaction screen to facilitate access, interpretation and manipulation of this kind of data. While tangible elements have been introduced to represent information, our system provides a new approach to explore multidimensional datasets that conventional tools would not allow.

Publisher Link

https://doi-org.uml.idm.oclc.org/10.1145/3286689.3286718

Citation

Sabine Cassat, Marcos Serrano, Pourang Irani, Emmanuel Dubois. A new approach for spatio-temporal data mining. IHM 2018: 163-170

Bibtext Entry

@inproceedings{10.1145/3286689.3286718,
author = {Cassat, Sabine and Serrano, Marcos and Irani, Pourang and Dubois, Emmanuel},
title = {A New Approach for Spatio-Temporal Data Mining},
year = {2018},
isbn = {9781450360784},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi-org.uml.idm.oclc.org/10.1145/3286689.3286718},
doi = {10.1145/3286689.3286718},
abstract = {Spatio-temporal datasets (STD) are generated daily. Generally, their visualization includes 2D renderings or animated visualizations that do not fit to the exploration of such complex data. In this paper, we present an alternative approach to current STD visualizations. Our approach uses tangible and visual tools such as mini-robots and a tactile interaction screen to facilitate access, interpretation and manipulation of this kind of data. While tangible elements have been introduced to represent information, our system provides a new approach to explore multidimensional datasets that conventional tools would not allow.},
booktitle = {Proceedings of the 30th Conference on l'Interaction Homme-Machine},
pages = {163–170},
numpages = {8},
keywords = {spatio-temporal dataset, robotics, data visualization, tangible interaction},
location = {Brest, France},
series = {IHM '18}
}