Detecting emotions through non-invasive wearables

被引:10
|
作者
Rincon, J. A. [1 ]
Julian, V. [1 ]
Carrascosa, C. [1 ]
Costa, A. [2 ]
Novais, P. [2 ]
机构
[1] Univ Politecn Valencia, Dept Sistemas Informat & Comp, Valencia, Spain
[2] Univ Minho, Escola Engn, Ctr ALGORITMI, Guimaraes, Portugal
关键词
Multi-agent systems; wearables; emotion detection;
D O I
10.1093/jigpal/jzy025
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Current research on computational intelligence is being conducted in order to emulate and/or detect emotional states using specific devices such as wristbands or similar wearables. In this sense, this paper proposes the use of intelligent wristbands for the automatic detection of emotional states in order to develop an application which allows us to extract, analyse, represent and manage the social emotion of a group of entities. Nowadays, most of the existing approaches are centred in the emotion detection and management of a single entity. The designed system has been developed as a multi-agent system where each agent controls a wearable device and is in charge of detecting individual emotions based on bio-signals.
引用
收藏
页码:605 / 617
页数:13
相关论文
共 50 条
  • [1] Using Non-invasive Wearables for Detecting Emotions with Intelligent Agents
    Andres Rincon, Jaime
    Costa, Angelo
    Novais, Paulo
    Julian, Vicente
    Carrascosa, Carlos
    [J]. INTERNATIONAL JOINT CONFERENCE SOCO'16- CISIS'16-ICEUTE'16, 2017, 527 : 73 - 84
  • [2] Wearables for Non-Invasive Continuous Monitoring of Vital Signs: Fit for Medical Use?
    Jacobsen, M.
    Dembek, T. A.
    Kobbe, G.
    Gaidzik, P. W.
    Heinemann, L.
    [J]. DIABETES STOFFWECHSEL UND HERZ, 2020, 29 (02): : 107 - 116
  • [3] A review on flexible wearables - Recent developments in non-invasive continuous health monitoring
    Kazanskiy, Nikolay L.
    Khonina, Svetlana N.
    Butt, Muhammad A.
    [J]. SENSORS AND ACTUATORS A-PHYSICAL, 2024, 366
  • [4] Measuring and detecting blood glucose by methods non-invasive
    Ionescu, Marius
    [J]. PROCEEDINGS OF THE 2018 10TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI), 2018,
  • [5] NON-INVASIVE TECHNIQUES FOR DETECTING PROSTHETIC VALVE DYSFUNCTION
    KINGSLEY, B
    SEGAL, BL
    [J]. CHEST, 1971, 60 (03) : 296 - &
  • [6] OF HOW NON-INVASIVE IS NON-INVASIVE
    BURCH, GE
    [J]. AMERICAN HEART JOURNAL, 1978, 96 (01) : 130 - 130
  • [7] Decoding emotions and unveiling stress: a non-invasive approach through sequential feature extraction and multiclass classifiers
    Upadhaya, Shraddha
    Brahma, Biswajit
    Hareesha, K. S.
    Panigrahi, Ranjit
    Bhoi, Akash Kumar
    [J]. HEALTH AND TECHNOLOGY, 2024, 14 (06) : 1149 - 1160
  • [8] Non-Invasive Testing, Non-Invasive Counseling
    Rebouche, Rachel
    [J]. JOURNAL OF LAW MEDICINE & ETHICS, 2015, 43 (02): : 228 - 240
  • [9] Non-invasive brain stimulation is not non-invasive
    Davis, Nick J.
    van Koningsbruggen, Martijn G.
    [J]. FRONTIERS IN SYSTEMS NEUROSCIENCE, 2013, 7
  • [10] NON-INVASIVE SAMPLING METHOD FOR DETECTING CHLAMYDIA-TRACHOMATIS
    CAUL, EO
    PAUL, ID
    MILNE, JD
    CROWLEY, T
    [J]. LANCET, 1988, 2 (8622): : 1246 - 1247