Haztrailz: Exploratory Analysis of Trajectory and Sensor Data: VAST 2016 Mini Challenge 2 Award: Honorable Mention for Clear Analysis Strategy

Abstract : The mini challenge 2 from VAST 2016 dealt with understanding the operations data from GAStech, a fictional company. We analyzed two weeks of this data including, (1) employee locations collected using proximity cards, and (2) sensor data containing temperatures, heating and cooling status, and chemical concentration levels. Our approach involved data cleaning and consolidation using R, the development of a custom trajectory visualization tool for the analysis of location data, as well as the use of existing analysis tools for the combined analysis of sensor and location data. In this paper, we discuss our analysis process, and report patterns and anomalies, as well as suspicious activities identified within the building.
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Communication dans un congrès
IEEE VIS 2016, Nov 2016, Baltimore, United States
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https://hal.inria.fr/hal-01397007
Contributeur : Christoph Kinkeldey <>
Soumis le : vendredi 18 novembre 2016 - 14:11:37
Dernière modification le : samedi 18 février 2017 - 01:14:37
Document(s) archivé(s) le : mardi 21 mars 2017 - 08:40:45

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Sriram Karthik Badam, Christoph Kinkeldey, Petra Isenberg. Haztrailz: Exploratory Analysis of Trajectory and Sensor Data: VAST 2016 Mini Challenge 2 Award: Honorable Mention for Clear Analysis Strategy. IEEE VIS 2016, Nov 2016, Baltimore, United States. <hal-01397007>

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