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Process / pipelineImage-based preference elicitation

Visual Preference Survey

A visual preference survey (VPS) elicits a community's design preferences by asking residents to rate a curated set of photographs — of streets, buildings, public spaces, and landscapes — on a simple numeric scale. Developed and popularized by planner Anton Nelessen, it turns the often vague question of what a community wants its environment to look like into comparable scores, revealing which images people reward, which they reject, and where they agree or disagree. The averaged ratings give planners a defensible visual brief grounded in resident preference rather than professional taste.

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  1. Nelessen, A. C. (1994). Visions for a New American Dream: Process, Principles, and an Ordinance to Plan and Design Small Communities. American Planning Association. ISBN: 9780918286888

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ScholarGate. (2026, June 22). Visual Preference Survey (Image-Rating Elicitation of Design Preferences). ScholarGate. https://scholargate.app/lv/urban-studies/visual-preference-survey

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ScholarGateVisual Preference Survey (Visual Preference Survey (Image-Rating Elicitation of Design Preferences)). Izgūts 2026-06-24 no https://scholargate.app/lv/urban-studies/visual-preference-survey · Datu kopa: https://doi.org/10.5281/zenodo.20539026