Problem
Research questions and friction points this paper is trying to address.
inclusive design
HCI practice
UX barriers
under-served user populations
Apply-<x>Mag: One Tool to Support Many Inclusive Design Methods
🤖 AI Summary
为解决HCI实践中包容性设计成本高的问题，研究引入了Apply-<x>Mag工具，通过LLM支持多种包容性设计方法，实现高精度与合理资源消耗。
📝 Abstract
Doing inclusive design in HCI practice can be labor-intensive, a costly barrier that some companies and HCI practitioners may be unwilling or unable to overcome. Yet, not doing inclusive design is costly too, in the form of UX barriers that disproportionately disadvantage under-served user populations. To address this problem, we introduce Apply-<x>Mag, an LLM-powered tool to support HCI practitioners' work to design their products inclusively to wide ranges of users. Apply-<x>Mag is general, supporting any inclusive design method that can be expressed as <x>Mags (i.e., using attribute ranges and heuristics). It is also effective: Empirical results with researcher and practitioner teams using various combinations of two <x>Mags on 7 products showed Apply-<x>Mag precision averaging 90-99% and recall averaging 82-89%. Further, its environmental costs were reasonable, costing about the same resources as 2-4 ordinary Google searches.
Innovation
Methods, ideas, or system contributions that make the work stand out.
LLM-powered tool
inclusive design
<x>Mags
precision and recall
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