Please use this identifier to cite or link to this item: https://scidar.kg.ac.rs/handle/123456789/10781
Title: Communicating the user state: Introducing cognition-aware computing in industrial settings
Authors: Mijovic, Pavle
Milovanović, Miloš
Kovic, Vanja
Mijovic B.
Gligorijević, Ivan
Minović, Miroslav
Zivanovic-Macuzic, Ivana
Issue Date: 2019
Abstract: © 2017 Elsevier Ltd 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 (EI), 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.
URI: https://scidar.kg.ac.rs/handle/123456789/10781
Type: article
DOI: 10.1016/j.ssci.2017.12.024
ISSN: 0925-7535
SCOPUS: 2-s2.0-85039940147
Appears in Collections:Faculty of Medical Sciences, Kragujevac

Page views(s)

140

Downloads(s)

4

Files in This Item:
File Description SizeFormat 
PaperMissing.pdf
  Restricted Access
29.86 kBAdobe PDFThumbnail
View/Open


Items in SCIDAR are protected by copyright, with all rights reserved, unless otherwise indicated.