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Human-in-the-loop simulation based system for more effective allocation and training of experimenters' groups in stimulation of biotechnological processes
Metzger, Mieczyslaw (Silesian University of Technology)
Skupin, Piotr (Silesian University of Technology)

Data: 2014
Resum: In the case of biotechnological processes, a proper conduction of experiments requires particular attention and skills. This is due to possibilities of causing irreversible damages to living microorganisms when making wrong decisions. In the considered case, two experimenters are enough to conduct a single experiment, but when taking into account the maintenance of process continuity (there is no possibility of stopping the process), then it is necessary to involve more experimenters working in sequentially changing groups. Due to the need to eliminate possible errors, the choice of experimental groups is crucial. In this paper, it is proposed to use human-in-the-loop simulation procedure for selection of experimental groups and for their training before making experiments on real process. For simulation purposes, the process simulator and the collection of processing data were used. This allowed to perform the human-in-the-loop simulations, and then, based on the obtained simulation results, to choose the experimental groups including social conditioning of experimenters.
Drets: Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. Creative Commons
Llengua: Anglès
Document: conferenceObject
Matèria: Human-in-the-loop simulation ; Computational social science ; Social simulation
Publicat a: Social Simulation Conference. Bellaterra, Cerdanyola del Vallès, 1a : 2014

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