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2016 | OriginalPaper | Buchkapitel

Modelling a Mutual Support Network for Coping with Stress

verfasst von : Lenin Medeiros, Ruben Sikkes, Jan Treur

Erschienen in: Computational Collective Intelligence

Verlag: Springer International Publishing

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Abstract

The emotional state of an individual is continuously affected by daily events. Stressful periods can be coped with by support from a person’s social environment. Support can for example reduce stress and social disengagement. Before improvements on the process of support are however made, it is essential to understand the actual real world process. In this paper a computational model of a network for mutual support is presented. The dynamic model quantifies the change in the network over time of stressors and support. The model predicts that more support is provided when more stress is experienced and when more people are capable of support. Moreover, the model is able to distinguish personal characteristics. The model behaves according to predictions and is evaluated by simulation experiments and mathematical analysis. The proposed model can be important in development of a software agent which aims to improve coping with stress through social connections.

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Literatur
1.
Zurück zum Zitat Anderson, N.B.: Encyclopedia of Health and Behavior, vol. 1. Sage (2004) Anderson, N.B.: Encyclopedia of Health and Behavior, vol. 1. Sage (2004)
2.
Zurück zum Zitat Aziz, A.A., Ahmad, F.: A Multi-agent model for supporting exchange dynamics in social support networks during stress. In: Imamura, K., Usui, S., Shirao, T., Kasamatsu, T., Schwabe, L., Zhong, N. (eds.) BHI 2013. LNCS, vol. 8211, pp. 103–114. Springer, Heidelberg (2013)CrossRef Aziz, A.A., Ahmad, F.: A Multi-agent model for supporting exchange dynamics in social support networks during stress. In: Imamura, K., Usui, S., Shirao, T., Kasamatsu, T., Schwabe, L., Zhong, N. (eds.) BHI 2013. LNCS, vol. 8211, pp. 103–114. Springer, Heidelberg (2013)CrossRef
3.
Zurück zum Zitat Aziz, A., Klein, M.C.A., Treur, J.: Intelligent configuration of social support networks around depressed persons. In: Peleg, M., Lavrač, N., Combi, C. (eds.) AIME 2011. LNCS, vol. 6747, pp. 24–34. Springer, Heidelberg (2011)CrossRef Aziz, A., Klein, M.C.A., Treur, J.: Intelligent configuration of social support networks around depressed persons. In: Peleg, M., Lavrač, N., Combi, C. (eds.) AIME 2011. LNCS, vol. 6747, pp. 24–34. Springer, Heidelberg (2011)CrossRef
4.
Zurück zum Zitat Aziz, A.A., Treur, J.: Modelling dynamics of social support networks for mutual support in coping with stress. In: Nguyen, N.T., Katarzyniak, R.P., Janiak, A. (eds.) New Challenges in Computational Collective Intelligence. SCI, vol. 244, pp. 167–179. Springer, Heidelberg (2009)CrossRef Aziz, A.A., Treur, J.: Modelling dynamics of social support networks for mutual support in coping with stress. In: Nguyen, N.T., Katarzyniak, R.P., Janiak, A. (eds.) New Challenges in Computational Collective Intelligence. SCI, vol. 244, pp. 167–179. Springer, Heidelberg (2009)CrossRef
5.
Zurück zum Zitat Bosse, T., Hoogendoorn, M., Klein, M.C.A., Treur, J.: A generic agent architecture for human-aware ambient computing. In: Mangina, E., Carbo, J., Molina, J.M. (eds.) Agent-Based Ubiquitous Computing, pp. 35–62. Atlantis Press, World Scientific Publishers (2009)CrossRef Bosse, T., Hoogendoorn, M., Klein, M.C.A., Treur, J.: A generic agent architecture for human-aware ambient computing. In: Mangina, E., Carbo, J., Molina, J.M. (eds.) Agent-Based Ubiquitous Computing, pp. 35–62. Atlantis Press, World Scientific Publishers (2009)CrossRef
6.
Zurück zum Zitat Bosse, T., Memom, Z.A., Treur, J., Umair, M.: An adaptive human-aware software agent supporting attention-demanding tasks. In: Yang, J.-J., Yokoo, M., Ito, T., Jin, Z., Scerri, P. (eds.) PRIMA 2009. LNCS, vol. 5925, pp. 292–307. Springer, Heidelberg (2009)CrossRef Bosse, T., Memom, Z.A., Treur, J., Umair, M.: An adaptive human-aware software agent supporting attention-demanding tasks. In: Yang, J.-J., Yokoo, M., Ito, T., Jin, Z., Scerri, P. (eds.) PRIMA 2009. LNCS, vol. 5925, pp. 292–307. Springer, Heidelberg (2009)CrossRef
7.
Zurück zum Zitat Bosse, T., Memon, Z.A., Oorburg, R., Treur, J., Umair, M., de Vos, M.: A software environment for an adaptive human-aware software agent supporting attention-demanding tasks. J. AI Tools 20, 819–846 (2011)CrossRef Bosse, T., Memon, Z.A., Oorburg, R., Treur, J., Umair, M., de Vos, M.: A software environment for an adaptive human-aware software agent supporting attention-demanding tasks. J. AI Tools 20, 819–846 (2011)CrossRef
8.
Zurück zum Zitat Ditzen, B., Heinrichs, M.: Psychobiology of social support: the social dimension of stress buffering. Restor. Neurol. Neurosci. 32, 149–162 (2014) Ditzen, B., Heinrichs, M.: Psychobiology of social support: the social dimension of stress buffering. Restor. Neurol. Neurosci. 32, 149–162 (2014)
9.
Zurück zum Zitat Pantic, M., Pentland, A., Nijholt, A., Huang, T.S.: Human computing and machine understanding of human behavior: a survey. In: Huang, T.S., Nijholt, A., Pantic, M., Pentland, A. (eds.) ICMI/IJCAI Workshops 2007. LNCS (LNAI), vol. 4451, pp. 47–71. Springer, Heidelberg (2007)CrossRef Pantic, M., Pentland, A., Nijholt, A., Huang, T.S.: Human computing and machine understanding of human behavior: a survey. In: Huang, T.S., Nijholt, A., Pantic, M., Pentland, A. (eds.) ICMI/IJCAI Workshops 2007. LNCS (LNAI), vol. 4451, pp. 47–71. Springer, Heidelberg (2007)CrossRef
10.
Zurück zum Zitat Pentland, A.: Socially aware computation and communication. IEEE Comput. 38, 33–40 (2005)CrossRef Pentland, A.: Socially aware computation and communication. IEEE Comput. 38, 33–40 (2005)CrossRef
11.
Zurück zum Zitat Schalkwijk, F.J., Blessinga, A., Willemen, A., Van Der Werf, Y.D., Schuengel, C.: Social support moderates the effects of stress on sleep in adolescents. J. Sleep Res. 24, 407–413 (2015)CrossRef Schalkwijk, F.J., Blessinga, A., Willemen, A., Van Der Werf, Y.D., Schuengel, C.: Social support moderates the effects of stress on sleep in adolescents. J. Sleep Res. 24, 407–413 (2015)CrossRef
12.
Zurück zum Zitat Schwarzer, R., Bowler, R., Cone, J.: Social integration buffers stress in New York police after the 9/11 terrorist attack. Anxiety, Stress & Coping 27(1), 18–26 (2014)CrossRef Schwarzer, R., Bowler, R., Cone, J.: Social integration buffers stress in New York police after the 9/11 terrorist attack. Anxiety, Stress & Coping 27(1), 18–26 (2014)CrossRef
13.
Zurück zum Zitat Smith, A., Wang, Z.: Hypothalamic oxytocin mediates social buffering of the stress response. Biol. Psychiatry 76(4), 281–288 (2014)CrossRef Smith, A., Wang, Z.: Hypothalamic oxytocin mediates social buffering of the stress response. Biol. Psychiatry 76(4), 281–288 (2014)CrossRef
14.
Zurück zum Zitat Stein, E., Smith, B.: Social support attenuates the harmful effects of stress in healthy adult women. Soc. Sci. Med. 146, 129–136 (2015)CrossRef Stein, E., Smith, B.: Social support attenuates the harmful effects of stress in healthy adult women. Soc. Sci. Med. 146, 129–136 (2015)CrossRef
15.
Zurück zum Zitat Treur, J.: On human aspects in ambient intelligence. In: Muehlhauser, M., Ferscha, A., Aitenbichler, E. (eds.) AmI 2007 Workshops. CCIS, vol. 11, pp. 262–267. Springer, Heidelberg (2008) Treur, J.: On human aspects in ambient intelligence. In: Muehlhauser, M., Ferscha, A., Aitenbichler, E. (eds.) AmI 2007 Workshops. CCIS, vol. 11, pp. 262–267. Springer, Heidelberg (2008)
16.
Zurück zum Zitat Treur, J.: Dynamic modeling based on a temporal–causal network modeling approach. Biologically Inspired Cogn. Architect. 16, 131–168 (2016)CrossRef Treur, J.: Dynamic modeling based on a temporal–causal network modeling approach. Biologically Inspired Cogn. Architect. 16, 131–168 (2016)CrossRef
Metadaten
Titel
Modelling a Mutual Support Network for Coping with Stress
verfasst von
Lenin Medeiros
Ruben Sikkes
Jan Treur
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-45243-2_6

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