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.zenodo.json
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{
"license": "CC-BY-4.0",
"description": "<p>Multimodal dataset for fall detection. Includes acceleration data collected from a tag and two smartwatches, and location reported by the tag. More details about the data collection procedure can be found in <code>notes.md</code>.</p>\n\n<p><strong>Contents</strong></p>\n\n<p>The repository contains:</p>\n\n<ul>\n\t<li><code>data/location_data.csv</code> and <code>data/full_acceleration</code> – preprocessed acceleration and location data from 10 participants and mannequin simulated falls with target variable identified</li>\n\t<li><code>data/subsampled_acceleration_data.csv</code> – subsampled acceleration dataset used for training the AI model</li>\n\t<li><code>notes.md</code> – description of activities performed and notes from data collection</li>\n\t<li><code>videos</code> – reference videos for performed activities</li>\n</ul>\n\n<p><strong>Authors</strong></p>\n\n<ul>\n\t<li><a href=\"https://orcid.org/0000-0002-2543-9461\">Piotr Sowi\u0144ski</a> – research methodology, data collection and processing</li>\n\t<li><a href=\"https://orcid.org/0000-0003-3217-1050\">Monika Kobus</a> – research methodology, data collection</li>\n\t<li><a href=\"https://orcid.org/0000-0003-4295-3005\">Anna D\u0105browska</a> – research methodology, methodological supervision</li>\n\t<li><a href=\"https://orcid.org/0000-0003-1524-7877\">Kajetan Rachwa\u0142</a> – data collection</li>\n\t<li><a href=\"https://orcid.org/0000-0002-7109-891X\">Karolina Bogacka</a> – research methodology</li>\n\t<li><a href=\"https://orcid.org/0000-0002-9572-2705\">Krzysztof Baszczy\u0144ski</a> – research methodology, data collection</li>\n\t<li><a href=\"https://orcid.org/0000-0002-3080-0303\">Anastasiya Danilenka</a> – research methodology, data collection and processing</li>\n</ul>\n\n<p><strong>Acknowledgements</strong></p>\n\n<p>This work is part of the <a href=\"https://assist-iot.eu/\">ASSIST-IoT project</a> that has received funding from the EU’s Horizon 2020 research and innovation programme under grant agreement No 957258.</p>\n\n<p>The <a href=\"https://www.ciop.pl/en\">Central Institute for Labour Protection – National Research Institute</a> provided facilities and equipment for data collection.</p>\n\n<p><strong>License</strong></p>\n\n<p>The dataset is licensed under the <a href=\"https://creativecommons.org/licenses/by/4.0/\">Creative Commons Attribution 4.0 International License</a>.</p>",
"language": "eng",
"title": "ASSIST-IoT Multimodal Fall Detection Dataset",
"keywords": [
"fall detection",
"multimodal",
"accelerometer",
"ASSIST-IoT",
"IoT",
"UWB localization"
],
"grants": [
{
"id": "10.13039/501100000780::957258"
}
],
"upload_type": "dataset",
"communities": [
{
"identifier": "assist-iot"
}
],
"creators": [
{
"orcid": "0000-0002-3080-0303",
"affiliation": "Warsaw University of Technology, Poland",
"name": "Anastasiya Danilenka"
},
{
"orcid": "0000-0002-2543-9461",
"affiliation": "Warsaw University of Technology, Poland",
"name": "Piotr Sowi\u0144ski"
},
{
"orcid": "0000-0003-3217-1050",
"affiliation": "Central Institute for Labour Protection \u2013 National Research Institute, Poland",
"name": "Monika Kobus"
},
{
"orcid": "0000-0003-4295-3005",
"affiliation": "Central Institute for Labour Protection \u2013 National Research Institute, Poland",
"name": "Anna D\u0105browska"
},
{
"orcid": "0000-0003-1524-7877",
"affiliation": "Warsaw University of Technology, Poland",
"name": "Kajetan Rachwa\u0142"
},
{
"orcid": "0000-0002-7109-891X",
"affiliation": "Warsaw University of Technology, Poland",
"name": "Karolina Bogacka"
},
{
"orcid": "0000-0002-9572-2705",
"affiliation": "Central Institute for Labour Protection \u2013 National Research Institute, Poland",
"name": "Krzysztof Baszczy\u0144ski"
}
],
"access_right": "open"
}