A Dual-Definition Framework for Inclusivity and Other Aspirational Concepts

[conference]

Full reference

Togia E., Liaperdos J., Wallace M. and Poulopoulos V., A Dual-Definition Framework for Inclusivity and Other Aspirational Concepts, 20th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP), November 27-28 2025, Mystras, Greece

Abstract

Aspirational concepts such as inclusivity, justice, sustainability, peace, and health are central to ethical discourse and system design, yet they often lack operational clarity. This paper introduces a dual-definition framework that distinguishes between the positive articulation of aspirational terms—as visionary ideals—and their negative articulation—as the absence of inhibiting factors. Grounded in a conceptual “implementation pyramid,” the framework maps roles across vision, translation, and execution, offering a structure for interdisciplinary collaboration. Through detailed applications in computing and beyond, the paper demonstrates how the framework supports inclusive design workflows, accessibility standards, and ethical system development. It also explores implications for organizational accountability, iterative refinement, and future research. By formalizing this dual structure, the framework enables the translation of ethical intent into actionable design goals across domains.

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