Communicating the user state: Introducing cognition-aware computing in industrial settings
Nema prikaza
Autori
Mijović, PavleMilovanović, Miloš
Ković, Vanja
Mijović, Bogdan
Gligorijević, Ivan
Minović, Miroslav
Živanović-Macuzić, Ivana
Članak u časopisu (Objavljena verzija)
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
Wearable sensors provide the possibility to move from conventional, explicit human computer interaction (HCI), to more natural implicit HCI. In an implicit HCI context, the computer interprets human physiological and behavioral data as its input, enabling the development of cognition-aware computing for the user state monitoring. In this work, we made a first step towards development of the cognition-aware computing in the industrial environments, through the introduction of a sensitive workplace. For this, we replicated the real-life workplace and equipped it with wearable electroencephalography (EEG) and motion sensor (Kinect) recording. We further investigated interaction between brain dynamics, as reflected in P300 event-related potential (ERP) component amplitude and engagement index (El), and behavioral modalities of movement energy, all of which reflects the user state. The ultimate goal of the study is a proposal of the system for on-line detection of deviations in user state, ...ultimately preventing operators' errors and improving working experience.
Ključne reči:
Wearable electroencephalography / Sensitive workplace / P300 / Kinect motion analysis / Engagement indexIzvor:
Safety Science, 2019, 119, 375-384Izdavač:
- Elsevier, Amsterdam
Finansiranje / projekti:
- Innovation through human factors in risk analysis and management (EU-FP7-289837)
DOI: 10.1016/j.ssci.2017.12.024
ISSN: 0925-7535
WoS: 000500376400041
Scopus: 2-s2.0-85039940147
Institucija/grupa
Psihologija / PsychologyTY - JOUR AU - Mijović, Pavle AU - Milovanović, Miloš AU - Ković, Vanja AU - Mijović, Bogdan AU - Gligorijević, Ivan AU - Minović, Miroslav AU - Živanović-Macuzić, Ivana PY - 2019 UR - http://reff.f.bg.ac.rs/handle/123456789/2884 AB - Wearable sensors provide the possibility to move from conventional, explicit human computer interaction (HCI), to more natural implicit HCI. In an implicit HCI context, the computer interprets human physiological and behavioral data as its input, enabling the development of cognition-aware computing for the user state monitoring. In this work, we made a first step towards development of the cognition-aware computing in the industrial environments, through the introduction of a sensitive workplace. For this, we replicated the real-life workplace and equipped it with wearable electroencephalography (EEG) and motion sensor (Kinect) recording. We further investigated interaction between brain dynamics, as reflected in P300 event-related potential (ERP) component amplitude and engagement index (El), and behavioral modalities of movement energy, all of which reflects the user state. The ultimate goal of the study is a proposal of the system for on-line detection of deviations in user state, ultimately preventing operators' errors and improving working experience. PB - Elsevier, Amsterdam T2 - Safety Science T1 - Communicating the user state: Introducing cognition-aware computing in industrial settings EP - 384 SP - 375 VL - 119 DO - 10.1016/j.ssci.2017.12.024 ER -
@article{ author = "Mijović, Pavle and Milovanović, Miloš and Ković, Vanja and Mijović, Bogdan and Gligorijević, Ivan and Minović, Miroslav and Živanović-Macuzić, Ivana", year = "2019", abstract = "Wearable sensors provide the possibility to move from conventional, explicit human computer interaction (HCI), to more natural implicit HCI. In an implicit HCI context, the computer interprets human physiological and behavioral data as its input, enabling the development of cognition-aware computing for the user state monitoring. In this work, we made a first step towards development of the cognition-aware computing in the industrial environments, through the introduction of a sensitive workplace. For this, we replicated the real-life workplace and equipped it with wearable electroencephalography (EEG) and motion sensor (Kinect) recording. We further investigated interaction between brain dynamics, as reflected in P300 event-related potential (ERP) component amplitude and engagement index (El), and behavioral modalities of movement energy, all of which reflects the user state. The ultimate goal of the study is a proposal of the system for on-line detection of deviations in user state, ultimately preventing operators' errors and improving working experience.", publisher = "Elsevier, Amsterdam", journal = "Safety Science", title = "Communicating the user state: Introducing cognition-aware computing in industrial settings", pages = "384-375", volume = "119", doi = "10.1016/j.ssci.2017.12.024" }
Mijović, P., Milovanović, M., Ković, V., Mijović, B., Gligorijević, I., Minović, M.,& Živanović-Macuzić, I.. (2019). Communicating the user state: Introducing cognition-aware computing in industrial settings. in Safety Science Elsevier, Amsterdam., 119, 375-384. https://doi.org/10.1016/j.ssci.2017.12.024
Mijović P, Milovanović M, Ković V, Mijović B, Gligorijević I, Minović M, Živanović-Macuzić I. Communicating the user state: Introducing cognition-aware computing in industrial settings. in Safety Science. 2019;119:375-384. doi:10.1016/j.ssci.2017.12.024 .
Mijović, Pavle, Milovanović, Miloš, Ković, Vanja, Mijović, Bogdan, Gligorijević, Ivan, Minović, Miroslav, Živanović-Macuzić, Ivana, "Communicating the user state: Introducing cognition-aware computing in industrial settings" in Safety Science, 119 (2019):375-384, https://doi.org/10.1016/j.ssci.2017.12.024 . .