ldpa
OpenML dataset with id 1483
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/1590940/ldpa.arff
Upload date: 22 May 2015
Dataset Characteristics
Number of classes: 11
Number of features: 8 (numeric: 5, symbolic: 3 and in total binary: 0 )
Number of instances: 164,860
Number of instances with missing values: 0
Number of missing values: 0
Author:
Source: UCI
Please cite: B. Kaluza, V. Mirchevska, E. Dovgan, M. Lustrek, M. Gams, An Agent-based Approach to Care in Independent Living, International Joint Conference on Ambient Intelligence (AmI-10), Malaga, Spain, In press
Dataset Title:
Localization Data for Person Activity Data Set
Abstract:
Data contains recordings of five people performing different activities. Each person wore four sensors (tags) while performing the same scenario five times.
Source:
- Creators: Mitja Lustrek (mitja.lustrek '@' ijs.si), Bostjan Kaluza (bostjan.kaluza '@' ijs.si), Rok Piltaver (rok.piltaver '@' ijs.si), Jana Krivec (jana.krivec '@' ijs.si), Vedrana Vidulin (vedrana.vidulin '@' ijs.si) - Jozef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenija - Donor: Bozidara Cvetkovic (boza.cvetkovic '@' ijs.si) - Jozef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenija - Date received: October, 2010
Data Set Information:
People used for recording of the data were wearing four tags (ankle left, ankle right, belt and chest). Each instance is a localization data for one of the tags. The tag can be identified by one of the attributes.
Attribute Information:
Instance example: A01,020-000-033-111,633790226057226795,27.05.2009 14:03:25:723,4.292500972747803,2.0738532543182373,1.36650812625885,walking
1) Sequence Name {A01,A02,A03,A04,A05,B01,B02,B03,B04,B05,C01,C02,C03,C04,C05,D01,D02,D03,D04,D05,E01,E02,E03,E04,E05} (Nominal) - A, B, C, D, E = 5 people 2) Tag identificator {010-000-024-033,020-000-033-111,020-000-032-221,010-000-030-096} (Nominal) - ANKLE_LEFT = 010-000-024-033 - ANKLE_RIGHT = 010-000-030-096 - CHEST = 020-000-033-111 - BELT = 020-000-032-221 3) timestamp (Numeric) all unique 4) date FORMAT = dd.MM.yyyy HH:mm:ss:SSS (Date) 5) x coordinate of the tag (Numeric) 6) y coordinate of the tag (Numeric) 7) z coordinate of the tag (Numeric) 8) activity {walking,falling,'lying down',lying,'sitting down',sitting,'standing up from lying','on all fours','sitting on the ground','standing up from sitting','standing up from sitting on the ground'} (Nominal)
Relevant Papers:
B. Kaluza, V. Mirchevska, E. Dovgan, M. Lustrek, M. Gams, An Agent-based Approach to Care in Independent Living, International Joint Conference on Ambient Intelligence (AmI-10), Malaga, Spain, In press
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