Increasing Information in Socio-Technical MAS Considered Contentious. Nallur, V., Monteil, J., Sammons, T., Bouroche, M., & Clarke, S. In 2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, pages 25–30, September, 2015. Paper doi abstract bibtex Socio-technical systems differ from typical MAS formulations in that efficiency of the system is not the only concern of the participating agents. Human attributes such as concern for social equity, lying and irrationality are also present, alongside the normal computation being undertaken by the agents. Typically, non-rational attributes are considered as noise and therefore not considered as important attributes of the system. In this paper, we consider noise in socio-technical systems and show that the typical reaction of increasing information to counter noise is ineffective. We show that endowing agents with increased memory and/or computational power is not necessarily beneficial to achieving the goal of the system.
@inproceedings{nallur_increasing_2015,
title = {Increasing {Information} in {Socio}-{Technical} {MAS} {Considered} {Contentious}},
copyright = {All rights reserved},
url = {https://www.researchgate.net/profile/Vivek_Nallur/publication/308729899_Increasing_Information_in_Socio-Technical_MAS_Considered_Contentious/links/580e2d6e08ae51b86396514a.pdf},
doi = {10.1109/SASOW.2015.9},
abstract = {Socio-technical systems differ from typical MAS formulations in that efficiency of the system is not the only concern of the participating agents. Human attributes such as concern for social equity, lying and irrationality are also present, alongside the normal computation being undertaken by the agents. Typically, non-rational attributes are considered as noise and therefore not considered as important attributes of the system. In this paper, we consider noise in socio-technical systems and show that the typical reaction of increasing information to counter noise is ineffective. We show that endowing agents with increased memory and/or computational power is not necessarily beneficial to achieving the goal of the system.},
booktitle = {2015 {IEEE} {International} {Conference} on {Self}-{Adaptive} and {Self}-{Organizing} {Systems} {Workshops}},
author = {Nallur, V. and Monteil, J. and Sammons, T. and Bouroche, M. and Clarke, S.},
month = sep,
year = {2015},
keywords = {Conferences, Dispersion, Games, MAS, Sociology, Sociotechnical systems, Statistics, Vehicles, game theory, human attributes, irrationality, lying, minority game, multi-agent system, network theory (graphs), nonrational attributes, social equity, social sciences, socio-technical, socio-technical systems, vehicular network},
pages = {25--30},
}
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