{ "data_id": "1483", "name": "ldpa", "exact_name": "ldpa", "version": 1, "version_label": null, "description": "**Author**: \n\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Localization+Data+for+Person+Activity)\n\n**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\n\nDataset Title: \n\nLocalization Data for Person Activity Data Set\n\nAbstract: \n\nData contains recordings of five people performing different activities. Each person wore four sensors (tags) while performing the same scenario five times.\n\nSource:\n\n- 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) \n- Jozef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenija \n- Donor: Bozidara Cvetkovic (boza.cvetkovic '@' ijs.si) \n- Jozef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenija \n- Date received: October, 2010\n\nData Set Information:\n\nPeople used for recording of the data were wearing four tags (ankle left, ankle right, belt and chest). \nEach instance is a localization data for one of the tags. The tag can be identified by one of the attributes.\n\n\nAttribute Information:\n\nInstance example: A01,020-000-033-111,633790226057226795,27.05.2009 14:03:25:723,4.292500972747803,2.0738532543182373,1.36650812625885,walking \n\n1) 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) \n- A, B, C, D, E = 5 people \n2) Tag identificator {010-000-024-033,020-000-033-111,020-000-032-221,010-000-030-096} (Nominal) \n- ANKLE_LEFT = 010-000-024-033 \n- ANKLE_RIGHT = 010-000-030-096 \n- CHEST = 020-000-033-111 \n- BELT = 020-000-032-221 \n3) timestamp (Numeric) all unique \n4) date FORMAT = dd.MM.yyyy HH:mm:ss:SSS (Date) \n5) x coordinate of the tag (Numeric) \n6) y coordinate of the tag (Numeric) \n7) z coordinate of the tag (Numeric) \n8) 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) \n\nRelevant Papers:\n\nB. 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", "format": "ARFF", "uploader": "Rafael Gomes Mantovani", "uploader_id": 64, "visibility": "public", "creator": null, "contributor": null, "date": "2015-05-22 23:34:22", "update_comment": null, "last_update": "2015-11-09 20:31:57", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1590940\/phpH4DHsK", "kaggle_url": null, "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 6, "suggest": { "input": [ "ldpa", "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. 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