Baseline dataset of biosignals for estimating mental concentration
- Citation Author(s):
-
Caj Södergård
(VTT)
Timo Laakko (VTT) - Submitted by:
- Caj Sodergard
- Last updated:
- DOI:
- 10.21227/as25-6r07
- Data Format:
1139 views
Abstract
The Baseline set described in the IEEE article (https://ieeexplore.ieee.org/document/10077565) as Baseline_set contains 1442450 rows, where the number of rows varied between 15395 and 197542 for the 16 subjects; the average per subject being 69095 rows. The data set is filtered and standardized as described in III.C in the submission . The other data sets used in the article are derived from Baseline set.
The data set in .csv format contains the columns timestamp, user_id, session_id, acc_var, hr, rmssd, sdnn, st, eda, eda_freq, bm, location, and concentration. The time step is 5 seconds.
Instructions:
See article
This is supplementary data to the article "C. Södergård and T. Laakko, "Inferring Students’ Self-Assessed Concentration Levels in Daily Life Using Biosignal Data From Wearables," in IEEE Access, vol. 11, pp. 30308-30323, 2023, doi: 10.1109/ACCESS.2023.3260061.
Caj Sodergard
Sat, 04/01/2023 - 08:57
Permalink
Dataset Files
LOGIN TO ACCESS DATASET FILES
Open Access dataset files are accessible to all logged in users. Don't have a login? Create a
free IEEE account. IEEE Membership is not required.
