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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">JERA</journal-id><journal-title-group><journal-title>Journal of Electronic Research and Application</journal-title></journal-title-group><issn>2208-3502</issn><eissn>2208-3510</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/jera.v9i6.13196</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>A Study on the Design of Elderly-Following Monitoring Robots Based on AHP</title><url>https://artdesignp.com/journal/JERA/9/6/10.26689/jera.v9i6.13196</url><author>WeiXiaorong,CaoJiayu,YangAihui</author><pub-date pub-type="publication-year"><year>2025</year></pub-date><volume>9</volume><issue>6</issue><history><date date-type="pub"><published-time>2025-12-16</published-time></date></history><abstract>This study constructs a design model for elderly-following monitoring robots based on the Analytic Hierarchy Process (AHP), establishing four evaluation dimensions: functional adaptability, interaction usability, environmental adaptability, and safety reliability. Design priorities were determined through expert scoring and weight analysis, followed by practical optimization of structure and interaction. Results indicated that this approach can effectively enhance the scientific rigor of robot design and improve user satisfaction, providing a feasible solution for the design of intelligent elderly-care products.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Ge Z, 2023, Research Progress on Digital Health Management for the Elderly. Chinese Journal of Life Sciences, 35(8): 1234–1245.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B2" content-type="article"><label>2</label><element-citation publication-type="journal"><p>Fan J, Tian F, Du Y, et al. 2018, Some Reflections on Human-Computer Interaction in the Era of Intelligence. 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