Readme file for WISDM's activity prediction dataset v1.1
Updated: Dec. 2, 2012
This data has been released by the Wireless Sensor Data Mining
(WISDM) Lab. <http://www.cis.fordham.edu/wisdm/>
The data in this file corrispond with the data used in the
following paper:
Jennifer R. Kwapisz, Gary M. Weiss and Samuel A. Moore (2010).
Activity Recognition using Cell Phone Accelerometers,
Proceedings of the Fourth International Workshop on Knowledge
Discovery from Sensor Data (at KDD-10), Washington DC.
<http://www.cis.fordham.edu/wisdm/public_files/sensorKDD-2010.pdf>
When using this dataset, we request that you cite this paper.
You may also want to cite our other relevant articles, which
can be found here:
<http://www.cis.fordham.edu/wisdm/publications.php>
Jeffrey W. Lockhart, Tony Pulickal, and Gary M. Weiss (2012).
"Applications of Mobile Activity Recognition,"
Proceedings of the ACM UbiComp International Workshop
on Situation, Activity, and Goal Awareness, Pittsburgh,
PA.
Gary M. Weiss and Jeffrey W. Lockhart (2012). "The Impact of
Personalization on Smartphone-Based Activity Recognition,"
Proceedings of the AAAI-12 Workshop on Activity Context
Representation: Techniques and Languages, Toronto, CA.
Jennifer R. Kwapisz, Gary M. Weiss and Samuel A. Moore (2010).
"Activity Recognition using Cell Phone Accelerometers,"
Proceedings of the Fourth International Workshop on
Knowledge Discovery from Sensor Data (at KDD-10), Washington
DC.
When sharing or redistributing this dataset, we request that
this readme.txt file is always included.
Files:
readme.txt
WISDM_ar_v1.1_raw_about.txt
WISDM_ar_v1.1_trans_about.txt
WISDM_ar_v1.1_raw.txt
WISDM_ar_v1.1_transformed.arff
Changelog (v1.1):
* about files updated with summary information
* file naming convention updated to include version numbers
* readme.txt updated to include relevant papers
* WISDM_ar_v1.1_trans_about.txt updated with citation to paper
describing the attributes.
Changelog (v1.0):
* user names masked with ID numbers 1-36
* dataset initialized
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