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- W2181460219 abstract "In virtual usability testing, simulating the workings of products is typically a computation-intensive process. For interactive setups, researchers have put much effort in realizing real-time physics simulations that can keep up with human subjects. But what if faster-than-real-time simulations would be possible? Human subjects cannot synchronize with such simulations, but in non-interactive setups, where algorithms approximating human (re)actions are used as surrogate subjects, new opportunities would emerge. Fast simulations allow investigating long-term use processes (weeks, perhaps even years of use), or performing massive batch testing with different design parameters or different user characteristics, and thus designers can potentially identify a larger range of usability problems. We hypothesized that information-intensive (or ‘smart’) products that not so much depend on complex physics phenomena offer an excellent opportunity to realize faster-than-realtime simulations. Building on previous work on noninteractive simulation, this paper gives the concepts and the formal theory of a new approach based on a further simplified reasoning model of human-artifact interaction, and exploiting opportunities to use simplified physics models. We also present a first demonstrative example including a provisional validation of the claim that a performance much faster than real-time can be achieved. In addition to enabling fast large-scale or ‘bulk’ simulations, our approach allows extension towards product-service systems, which are considered relevant in the context of smart products. Future work includes adopting cognitive simulation abilities, automated scenario generation and scheduling batch simulations." @default.
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- W2181460219 date "2012-01-01" @default.
- W2181460219 modified "2023-09-27" @default.
- W2181460219 title "BULK SIMULATION OF USING INFORMATION-INTENSIVE PRODUCTS AND PRODUCT-SERVICE SYSTEMS: FORMAL UNDERPINNINGS" @default.
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