A Mathematical Model for Personalized Relaxation for Stress Management

被引:0
|
作者
Eid, Mohamad [1 ]
Al Osman, Hussein [2 ]
El Saddik, Abdulmotaleb
机构
[1] New York Univ Abu Dhabi, Div Engn, Abu Dhabi, U Arab Emirates
[2] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON K1N 6N5, Canada
关键词
Stress management; biofeedback; relaxation techniques; personalization; mathematical modeling;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Several researchers have highlighted the importance of studying stress and exploring methods to effectively reduce its harmful effects on human wellbeing. Biofeedback is an emerging technology being used as a legitimate preventive health care technique for achieving higher levels of well-being and can also be used for stress management. In this paper, we propose a mathematical model for personalizing relaxation techniques for stress management. The model considers both physiological reactions to various relaxation techniques and contextual information to optimize relaxation effectiveness. The long term objective is to teach users about what actually works best for them among several relaxation techniques. A case study for ubiquitous stress management application is presented to demonstrate the effectiveness of the model. The simulation results demonstrate the ability of the proposed model to provide users with feedback about what relaxation techniques work best for them as well as adapt to various environmental conditions.
引用
收藏
页码:201 / 206
页数:6
相关论文
共 50 条
  • [21] The Mathematical Optimization Model for Kanban Management
    Cao Yonghui
    Ma Qingxue
    MOT2009: PROCEEDINGS OF ZHENGZHOU CONFERENCE ON MANAGEMENT OF TECHNOLOGY, VOLS I AND II, 2009, : 214 - 217
  • [22] Designing a Personalized Stress Management System for Call Center Workers
    Lee, Kwangyoung
    Lim, Hyunseung
    Ahn, Sooyeon
    Kim, Taewan
    Hong, Hwajung
    2023 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING, BIGCOMP, 2023, : 383 - 385
  • [23] Mathematical model for strain relaxation in multilayer metamorphic epitaxial structures
    Dunstan, DJ
    PHILOSOPHICAL MAGAZINE A-PHYSICS OF CONDENSED MATTER STRUCTURE DEFECTS AND MECHANICAL PROPERTIES, 1996, 73 (05): : 1323 - 1332
  • [24] Nonclassical Relaxation Oscillations in a Mathematical Predator-Prey Model
    Glyzin, S. D.
    Kolesov, A. Yu
    Rozov, N. Kh
    DIFFERENTIAL EQUATIONS, 2020, 56 (08) : 976 - 992
  • [25] Mathematical Model of ATM Activation and Chromatin Relaxation by Ionizing Radiation
    Li, Yongfeng
    Cucinotta, Francis A.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (04)
  • [26] Mathematical model for relaxation in high-strength bolted connections
    Yang, J
    DeWolf, JT
    JOURNAL OF STRUCTURAL ENGINEERING, 1999, 125 (08) : 803 - 809
  • [27] Mathematical model of rod oscillations with account of material relaxation behaviour
    Kudinov, I. V.
    Kudinov, V. A.
    Eremin, A. V.
    Zhukov, V. V.
    INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING, AUTOMATION AND CONTROL SYSTEMS 2017, 2018, 327
  • [28] A MATHEMATICAL MODEL OF DENSIFICATION UNDER AN APPLIED STRESS
    STOLLAR, WP
    SMYTH, HT
    AMERICAN CERAMIC SOCIETY BULLETIN, 1969, 48 (08): : 822 - &
  • [29] First Steps of Asthma Management with a Personalized Ontology Model
    Ajami, Hicham
    Mcheick, Hamid
    Laprise, Catherine
    FUTURE INTERNET, 2022, 14 (07):
  • [30] The Model of Dynamic Stress Relaxation of Elastoplastic Materials
    P. V. Makarov
    Russian Physics Journal, 2021, 63 : 1876 - 1884