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The concept was developed and evaluated in three steps: (I) exploring traces of use characteristics as inspiration for design, (II) introducing the concept definition, its theoretical evaluation, and a supporting framework, and (III) practically evaluating the concept by developing, contextualizing, and testing three interfaces (a lion interface, a drum, and a storyteller) in two empirical field studies (N\u00a0=\u00a040). The results show that the concept promotes meaningful interaction by supporting users\u2019 feelings of socio-cultural connectedness and meaning-making. With this, our work contributes the\n                    <jats:italic toggle=\"yes\">Traces in Use<\/jats:italic>\n                    design concept, its development, and its methodological application for meaningful human\u2013environment interactions and interface contextualization in public places.\n                  <\/jats:p>","DOI":"10.1145\/3762809","type":"journal-article","created":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T15:08:49Z","timestamp":1756220929000},"page":"1-42","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Contextualizing Public Interfaces for Meaningful Human\u2013Environment Interactions with\n                    <i>Traces in Use<\/i>"],"prefix":"10.1145","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7239-7084","authenticated-orcid":false,"given":"Linda","family":"Hirsch","sequence":"first","affiliation":[{"name":"Social Emotional Technology Lab, University of California Santa Cruz, Santa Cruz, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8893-5729","authenticated-orcid":false,"given":"Marius","family":"Hoggenmueller","sequence":"additional","affiliation":[{"name":"The University of Sydney, Sydney, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9007-9888","authenticated-orcid":false,"given":"Andreas","family":"Butz","sequence":"additional","affiliation":[{"name":"LMU Munich, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4577-3725","authenticated-orcid":false,"given":"Louisa","family":"Bekker","sequence":"additional","affiliation":[{"name":"LMU Munich, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-1276-9198","authenticated-orcid":false,"given":"Sarita","family":"Sridharan","sequence":"additional","affiliation":[{"name":"LMU Munich, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8616-0234","authenticated-orcid":false,"given":"Ceenu","family":"George","sequence":"additional","affiliation":[{"name":"Chair of Human-Computer Interaction, TU Berlin, Berlin, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,12,9]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3330342"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3309714"},{"key":"e_1_3_2_4_2","first-page":"1","volume-title":"The Hide and Seek of Workspace: Towards Human-Centric Sustainable Architecture","author":"Alavi Hamed S.","year":"2018","unstructured":"Hamed S. 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