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Version 2.6 by Sarantis Dimitriadis on 2022/06/16 12:21

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Sarantis Dimitriadis 2.2 1 (% lang="en-US" %)This Part presents a taxonomy for identifying and classifying the data that are collected in Living Lab environments and consequently link the devices that are used for collecting each data category. The aim of the taxonomy is to help finding the appropriate digital data collection tools for living lab research and/or expand understanding about available tools and their possibilities. Furthermore, the taxonomy aims to facilitate data collection by driving a unified representation schema of the collected datasets enabling the (%%)the cross-organizational collaboration and the accessibility of Living Labs to external stakeholders.
Despoina Petsani 2.1 2
Sarantis Dimitriadis 2.2 3 :
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Sarantis Dimitriadis 2.5 5 |(% style="vertical-align:middle; width:192px" %)(((
Sarantis Dimitriadis 2.3 6 (% class="wikigeneratedid" id="H" %)
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8 )))|(% style="text-align:center; vertical-align:middle; width:282px" %)(((
9 (% class="wikigeneratedid" id="H-1" %)
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Sarantis Dimitriadis 2.4 11 )))|(% style="vertical-align:middle; width:180px" %)(((
Sarantis Dimitriadis 2.3 12 (% class="wikigeneratedid" id="H-2" %)
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14 )))|(% style="text-align:center; vertical-align:middle; width:682px" %)(((
15 (% class="western" id="HDefinition" lang="en-GB" style="text-align: center;" %)
16 **Definition**
Sarantis Dimitriadis 2.2 17 )))
Sarantis Dimitriadis 2.5 18 |(% colspan="1" rowspan="6" style="text-align:left; vertical-align:middle; width:192px" %)(((
Sarantis Dimitriadis 2.4 19 (% class="western" id="HCategoriesofdevicesfordatamonitoringandcollection" lang="en-GB" style="text-align: center;" %)
Sarantis Dimitriadis 2.3 20 **Categories of devices for data monitoring and collection**
21 )))|(% style="text-align:center; vertical-align:middle; width:282px" %)(((
22 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 23 Environmental monitoring
Sarantis Dimitriadis 2.4 24 )))|(% style="vertical-align:middle; width:180px" %) |(% style="width:682px" %)(((
Sarantis Dimitriadis 2.3 25 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 26 characterize and monitor the environment, establish environmental parameters and conditions. As environment we refer to the person's surroundings either indoors or outdoors.
27 )))
Sarantis Dimitriadis 2.3 28 |(% colspan="1" rowspan="5" style="text-align:center; vertical-align:middle; width:282px" %)(((
29 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 30 Human monitoring
Sarantis Dimitriadis 2.4 31 )))|(% style="vertical-align:middle; width:180px" %)(((
32 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 33 Biometrics
Sarantis Dimitriadis 2.3 34 )))|(% style="width:682px" %)(((
35 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 36 biological measurements — or physical characteristics — that can be used to identify individuals and their unique characteristics such as fingerprint scanning or voice recognition
37 )))
Sarantis Dimitriadis 2.4 38 |(% style="vertical-align:middle; width:180px" %)(((
39 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 40 Biosignals and physiological monitoring
Sarantis Dimitriadis 2.3 41 )))|(% style="width:682px" %)(((
42 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 43 physiological and physical measures of the human body's functions, in individuals. This can occur in a resting condition or in response to certrain bodily or environmental conditions. It includes also fitness related metrics
44 )))
Sarantis Dimitriadis 2.4 45 |(% style="vertical-align:middle; width:180px" %)(((
46 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 47 (Primary) Vital signs
Sarantis Dimitriadis 2.3 48 )))|(% style="width:682px" %)(((
49 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 50 a group of the six most important medical signs that indicate the status of the body’s vital function (diastolic/systolic blood pressure, body temperature, heart rate, respiratory rate, oxygen saturation, body height, body weight, BMI, head circumference)
51 )))
Sarantis Dimitriadis 2.4 52 |(% style="vertical-align:middle; width:180px" %)(((
53 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 54 Cognitive ability and mental processes
Sarantis Dimitriadis 2.3 55 )))|(% style="width:682px" %)(((
56 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 57 Measuring the processes involved in the acquisition of knowledge, reasoning and management of information and the brain-based skills we need to carry out any task
58 )))
Sarantis Dimitriadis 2.4 59 |(% style="vertical-align:middle; width:180px" %)(((
60 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 61 Activity and behavioral monitoring
Sarantis Dimitriadis 2.3 62 )))|(% style="width:682px" %)(((
63 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 64 monitoring the individuals' physical activities and tracking their performance. Monitoring behavior and activities of daily living (ADLs)
65 )))
Sarantis Dimitriadis 2.5 66 |(% colspan="1" rowspan="3" style="vertical-align:middle; width:192px" %)(((
Sarantis Dimitriadis 2.4 67 (% class="western" id="HCategoriesoftechnologiesforinterventions" lang="en-GB" style="text-align: center;" %)
Sarantis Dimitriadis 2.3 68 **Categories of technologies for interventions**
69 )))|(% style="text-align:center; vertical-align:middle; width:282px" %)(((
70 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 71 Assistive Technology
Sarantis Dimitriadis 2.4 72 )))|(% style="vertical-align:middle; width:180px" %) |(% style="width:682px" %)(((
Sarantis Dimitriadis 2.3 73 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 74 technologies used to increase, maintain, or improve the functional capabilities of individuals, the feeling of autonomy, safety and general wellbeing or also supporting participation.
75 )))
Sarantis Dimitriadis 2.3 76 |(% style="text-align:center; vertical-align:middle; width:282px" %)(((
77 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 78 Extended reality - XR (VR & AR)
Sarantis Dimitriadis 2.4 79 )))|(% style="vertical-align:middle; width:180px" %) |(% style="width:682px" %)(((
Sarantis Dimitriadis 2.3 80 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 81 allows for a two-way flow of information through an interface between the user and the technology through a simulated experience that can be similar to or completely different from the real world
82 )))
Sarantis Dimitriadis 2.3 83 |(% style="text-align:center; vertical-align:middle; width:282px" %)(((
84 (% class="western" lang="en-GB" style="text-align:center" %)
Sarantis Dimitriadis 2.2 85 Mobile and Computer Games
Sarantis Dimitriadis 2.4 86 )))|(% style="vertical-align:middle; width:180px" %) |(% style="width:682px" %)(((
Sarantis Dimitriadis 2.3 87 (% class="western" lang="en-GB" style="text-align:justify; padding: 20px" %)
Sarantis Dimitriadis 2.2 88 all the digital games that are used as interventions for health and wellbeing not including XR
89 )))
90
91 :
92
Sarantis Dimitriadis 2.6 93 ----
94
95 :
96
Sarantis Dimitriadis 2.2 97 |(((
98 (% class="western" lang="en-GB" %)
99 (% lang="en-US" %)**Category**
100 )))|(((
101 (% class="western" lang="en-GB" style="text-align:left" %)
102 (% style="line-height:100%" %)**Subcategory**
103 )))
104 |(% colspan="1" rowspan="6" %)(((
105 (% class="western" lang="en-GB" style="text-align:left" %)
106 (% style="line-height:100%" %)**Environment monitoring**
107 )))|(((
108 (% class="western" lang="en-GB" style="text-align:left" %)
109 (% style="line-height:100%" %)Concentration levels (air pollution levels, humidity, atmospheric pressure, air quality)
110 )))
111 |(((
112 (% class="western" lang="en-GB" style="text-align:left" %)
113 (% style="line-height:100%" %)Technical alerts (Flood)
114 )))
115 |(((
116 (% class="western" lang="en-GB" style="text-align:left" %)
117 (% style="line-height:100%" %)Technical alerts (Smoke)
118 )))
119 |(((
120 (% class="western" lang="en-GB" style="text-align:left" %)
121 (% style="line-height:100%" %)Environmental Temperature (air or water temperature)
122 )))
123 |(((
124 (% class="western" lang="en-GB" style="text-align:left" %)
125 (% style="line-height:100%" %)Luminosity
126 )))
127 |(((
128 (% class="western" lang="en-GB" style="text-align:left" %)
129 (% style="line-height:100%" %)Indoor movements
130 )))
131 |(% colspan="1" rowspan="2" %)(((
132 (% class="western" lang="en-GB" style="text-align:left" %)
133 (% style="line-height:100%" %)**Biometrics**
134 )))|(((
135 (% class="western" lang="en-GB" style="text-align:left" %)
136 (% style="line-height:100%" %)Face recognition
137 )))
138 |(((
139 (% class="western" lang="en-GB" style="text-align:left" %)
140 (% style="line-height:100%" %)Voice recognition
141 )))
142 |(% colspan="1" rowspan="9" %)(((
143 (% class="western" lang="en-GB" style="text-align:left" %)
144 (% style="line-height:100%" %)**Biosignals and physiological monitoring (excluding vital signs)**
145 )))|(((
146 (% class="western" lang="en-GB" style="text-align:left" %)
147 (% style="line-height:100%" %)Physiological and behavioural biomarkers
148 )))
149 |(((
150 (% class="western" lang="en-GB" style="text-align:left" %)
151 (% style="line-height:100%" %)Electrophysiological timeseries
152 )))
153 |(((
154 (% class="western" lang="en-GB" style="text-align:left" %)
155 (% style="line-height:100%" %)EEG
156 )))
157 |(((
158 (% class="western" lang="en-GB" style="text-align:left" %)
159 (% style="line-height:100%" %)ECG
160 )))
161 |(((
162 (% class="western" lang="en-GB" style="text-align:left" %)
163 (% style="line-height:100%" %)EMG (electromyography)
164 )))
165 |(((
166 (% class="western" lang="en-GB" style="text-align:left" %)
167 (% style="line-height:100%" %)GSR (galvanic skin response)
168 )))
169 |(((
170 (% class="western" lang="en-GB" style="text-align:left" %)
171 (% style="line-height:100%" %)Vo2 (maximal oxygen consumption)
172 )))
173 |(((
174 (% class="western" lang="en-GB" style="text-align:left" %)
175 (% style="line-height:100%" %)Blood oxygen
176 )))
177 |(((
178 (% class="western" lang="en-GB" style="text-align:left" %)
179 (% style="line-height:100%" %)Blood sugar level
180 )))
181 |(% colspan="1" rowspan="10" %)(((
182 (% class="western" lang="en-GB" style="text-align:left" %)
183 (% style="line-height:100%" %)**(Primary) Vital signs**
184 )))|(((
185 (% class="western" lang="en-GB" style="text-align:left" %)
186 (% style="line-height:100%" %)Diastolic blood pressure
187 )))
188 |(((
189 (% class="western" lang="en-GB" style="text-align:left" %)
190 (% style="line-height:100%" %)Systolic blood pressure
191 )))
192 |(((
193 (% class="western" lang="en-GB" style="text-align:left" %)
194 (% style="line-height:100%" %)Heart rate
195 )))
196 |(((
197 (% class="western" lang="en-GB" style="text-align:left" %)
198 (% style="line-height:100%" %)Body temperature
199 )))
200 |(((
201 (% class="western" lang="en-GB" style="text-align:left" %)
202 (% style="line-height:100%" %)Respiratory rate
203 )))
204 |(((
205 (% class="western" lang="en-GB" style="text-align:left" %)
206 (% style="line-height:100%" %)Oxygen saturation
207 )))
208 |(((
209 (% class="western" lang="en-GB" style="text-align:left" %)
210 (% style="line-height:100%" %)Body height
211 )))
212 |(((
213 (% class="western" lang="en-GB" style="text-align:left" %)
214 (% style="line-height:100%" %)Body length
215 )))
216 |(((
217 (% class="western" lang="en-GB" style="text-align:left" %)
218 (% style="line-height:100%" %)Body weight
219 )))
220 |(((
221 (% class="western" lang="en-GB" style="text-align:left" %)
222 (% style="line-height:100%" %)Body Mass Index
223 )))
224 |(% colspan="1" rowspan="4" %)(((
225 (% class="western" lang="en-GB" style="text-align:left" %)
226 (% style="line-height:100%" %)**Cognitive ability and mental processes**
227 )))|(((
228 (% class="western" lang="en-GB" style="text-align:left" %)
229 (% style="background:#ffffff; color:#1e1e1e; line-height:100%" %)Questionnaires of cognitive function
230 )))
231 |(((
232 (% class="western" lang="en-GB" style="text-align:left" %)
233 (% style="line-height:100%" %)Cognitive tasks and paradigms
234 )))
235 |(((
236 (% class="western" lang="en-GB" style="text-align:left" %)
237 (% style="line-height:100%" %)Memory
238 )))
239 |(((
240 (% class="western" lang="en-GB" style="text-align:left" %)
241 (% style="line-height:100%" %)Attention
242 )))
243 |(% colspan="1" rowspan="18" %)(((
244 (% class="western" lang="en-GB" style="text-align:left" %)
245 (% style="line-height:100%" %)**Activity and behavioral monitoring and tracking**
246 )))|(((
247 (% class="western" lang="en-GB" style="text-align:left" %)
248 (% style="line-height:100%" %)Body positιon
249 )))
250 |(((
251 (% class="western" lang="en-GB" style="text-align:left" %)
252 (% style="line-height:100%" %)Orientation
253 )))
254 |(((
255 (% class="western" lang="en-GB" style="text-align:left" %)
256 (% style="line-height:100%" %)Walking speed
257 )))
258 |(((
259 (% class="western" lang="en-GB" style="text-align:left" %)
260 (% style="line-height:100%" %)Gait
261 )))
262 |(((
263 (% class="western" lang="en-GB" style="text-align:left" %)
264 (% style="line-height:100%" %)Human balance
265 )))
266 |(((
267 (% class="western" lang="en-GB" style="text-align:left" %)
268 (% style="line-height:100%" %)Inverse kinematics data
269 )))
270 |(((
271 (% class="western" lang="en-GB" style="text-align:left" %)
272 (% style="line-height:100%" %)Movement measurement
273 )))
274 |(((
275 (% class="western" lang="en-GB" style="text-align:left" %)
276 (% style="line-height:100%" %)Physical activity
277 )))
278 |(((
279 (% class="western" lang="en-GB" style="text-align:left" %)
280 (% style="line-height:100%" %)Physical performance
281 )))
282 |(((
283 (% class="western" lang="en-GB" style="text-align:left" %)
284 (% style="line-height:100%" %)Sleep
285 )))
286 |(((
287 (% class="western" lang="en-GB" style="text-align:left" %)
288 (% style="line-height:100%" %)Steps
289 )))
290 |(((
291 (% class="western" lang="en-GB" style="text-align:left" %)
292 (% style="line-height:100%" %)Stress level
293 )))
294 |(((
295 (% class="western" lang="en-GB" style="text-align:left" %)
296 (% style="line-height:100%" %)Physical performance
297 )))
298 |(((
299 (% class="western" lang="en-GB" style="text-align:left" %)
300 (% style="line-height:100%" %)Digital questionnaires and surveys
301 )))
302 |(((
303 (% class="western" lang="en-GB" style="text-align:left" %)
304 (% style="line-height:100%" %)Video stream
305 )))
306 |(((
307 (% class="western" lang="en-GB" style="text-align:left" %)
308 (% style="line-height:100%" %)Fall detection
309 )))
310 |(((
311 (% class="western" lang="en-GB" style="text-align:left" %)
312 (% style="line-height:100%" %)Gesture detection
313 )))
314 |(((
315 (% class="western" lang="en-GB" style="text-align:left" %)
316 (% style="line-height:100%" %)Audio stream
317 )))
318 |(% colspan="1" rowspan="6" %)(((
319 (% class="western" lang="en-GB" style="text-align:left" %)
320 (% style="line-height:100%" %)**Assistive Technology**
321 )))|(((
322 (% class="western" lang="en-GB" style="text-align:left" %)
323 (% style="line-height:100%" %)Cognitive training
324 )))
325 |(((
326 (% class="western" lang="en-GB" style="text-align:left" %)
327 (% style="line-height:100%" %)Supporting bathroom usage
328 )))
329 |(((
330 (% class="western" lang="en-GB" style="text-align:left" %)
331 (% style="line-height:100%" %)Walk assistance
332 )))
333 |(((
334 (% class="western" lang="en-GB" style="text-align:left" %)
335 (% style="line-height:100%" %)Mobile apps
336 )))
337 |(((
338 (% class="western" lang="en-GB" style="text-align:left" %)
339 (% style="line-height:100%" %)Alarm system
340 )))
341 |(((
342 (% class="western" lang="en-GB" style="text-align:left" %)
343 (% style="background:#ffffff; color:#1e1e1e; line-height:100%" %)Natural language understanding
344 )))
345 |(% colspan="1" rowspan="2" %)(((
346 (% class="western" lang="en-GB" style="text-align:left" %)
347 (% style="line-height:100%" %)**Virtual reality/interactive technology**
348 )))|(((
349 (% class="western" lang="en-GB" style="text-align:left" %)
350 (% style="line-height:100%" %)Alternative and augmentative Interaction
351 )))
352 |(((
353 (% class="western" lang="en-GB" style="text-align:left" %)
354 (% style="line-height:100%" %)Intuitive user interface
355 )))
356 |(% colspan="1" rowspan="2" %)(((
357 (% class="western" lang="en-GB" style="text-align:left" %)
358 (% style="line-height:100%" %)**Mobile and Computer Games**
359 )))|(((
360 (% class="western" lang="en-GB" style="text-align:left" %)
361 (% style="line-height:100%" %)Mobile games
362 )))
363 |(((
364 (% class="western" lang="en-GB" style="text-align:left" %)
365 (% style="line-height:100%" %)Computer games
366 )))
367
368

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 101007990

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