{"id":"https://openalex.org/W7154166713","doi":"https://doi.org/10.1145/3772318.3791500","title":"Rough Meanings: Cross-sensory correspondences linking surface textures with sound symbolism, colours, and emotions","display_name":"Rough Meanings: Cross-sensory correspondences linking surface textures with sound symbolism, colours, and emotions","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154166713","doi":"https://doi.org/10.1145/3772318.3791500"},"language":"en","primary_location":{"id":"doi:10.1145/3772318.3791500","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791500","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772318.3791500","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023682310","display_name":"Min Susan Li","orcid":"https://orcid.org/0000-0003-3673-202X"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Min Susan Li","raw_affiliation_strings":["Department of Computer Science, University of Bristol, Bristol, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-3673-202X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045533191","display_name":"Zhuzhi Fan","orcid":"https://orcid.org/0000-0002-0732-7642"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhuzhi Fan","raw_affiliation_strings":["University of Bristol, Bristol, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-0732-7642","affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099127808","display_name":"Tegan Joy Roberts-Morgan","orcid":"https://orcid.org/0009-0000-1404-802X"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tegan Joy Roberts-Morgan","raw_affiliation_strings":["BIG Lab, University of Bristol, Bristol, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0000-1404-802X","affiliations":[{"raw_affiliation_string":"BIG Lab, University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038812839","display_name":"A. Ingold","orcid":null},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amy Ingold","raw_affiliation_strings":["Bristol Interaction Group, University of Bristol, Bristol, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0008-3026-5348","affiliations":[{"raw_affiliation_string":"Bristol Interaction Group, University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006138357","display_name":"Oussama Metatla","orcid":"https://orcid.org/0000-0002-3882-3243"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oussama Metatla","raw_affiliation_strings":["Department of Computer Science, University of Bristol, Bristol, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-3882-3243","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023682310"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76094591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9193000197410583,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9193000197410583,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12032","display_name":"Multisensory perception and integration","score":0.05429999902844429,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10789","display_name":"Interactive and Immersive Displays","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.545799970626831},{"id":"https://openalex.org/keywords/roundness","display_name":"Roundness (object)","score":0.46050000190734863},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.41830000281333923},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.3880000114440918},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.374099999666214},{"id":"https://openalex.org/keywords/synesthesia","display_name":"Synesthesia","score":0.3434000015258789}],"concepts":[{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.545799970626831},{"id":"https://openalex.org/C14190554","wikidata":"https://www.wikidata.org/wiki/Q2496761","display_name":"Roundness (object)","level":2,"score":0.46050000190734863},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.41830000281333923},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.3880000114440918},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37450000643730164},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.374099999666214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3716999888420105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35749998688697815},{"id":"https://openalex.org/C2776664067","wikidata":"https://www.wikidata.org/wiki/Q13258","display_name":"Synesthesia","level":3,"score":0.3434000015258789},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3149999976158142},{"id":"https://openalex.org/C2987654038","wikidata":"https://www.wikidata.org/wiki/Q859031","display_name":"Tactile stimuli","level":3,"score":0.31450000405311584},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3111000061035156},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.30329999327659607},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2992999851703644},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2930000126361847},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2720000147819519},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.2614000141620636},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.2547000050544739}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3772318.3791500","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791500","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire/842df300-1af3-4399-a581-bebbd59ddb32","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/842df300-1af3-4399-a581-bebbd59ddb32","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Li, S, Fan, Z, Roberts-Morgan, T, Ingold, A & Metatla, O 2026, Rough Meanings : Cross-sensory correspondences linking surface textures with sound symbolism, colours, and emotions. in N Oliver, D Shamma & H Candello (eds), 2026 CHI Conference on Human Factors in Computing Systems (CHI \u201926)., 718, Conference on human factors in computing systems, Association for Computing Machinery, pp. 1-20. https://doi.org/10.1145/3772318.3791500","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1145/3772318.3791500","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791500","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6072737328","display_name":null,"funder_award_id":"EP/Y023676/1","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"}],"funders":[{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W654730280","https://openalex.org/W1028150787","https://openalex.org/W1796844071","https://openalex.org/W1963944404","https://openalex.org/W1965054648","https://openalex.org/W1968153191","https://openalex.org/W1970879227","https://openalex.org/W1982060256","https://openalex.org/W1985535708","https://openalex.org/W1989781162","https://openalex.org/W1994245089","https://openalex.org/W1999964195","https://openalex.org/W2004441379","https://openalex.org/W2010927954","https://openalex.org/W2030506819","https://openalex.org/W2030974465","https://openalex.org/W2032362163","https://openalex.org/W2033906054","https://openalex.org/W2043181832","https://openalex.org/W2046572219","https://openalex.org/W2046602064","https://openalex.org/W2060301656","https://openalex.org/W2061698928","https://openalex.org/W2073002011","https://openalex.org/W2111472420","https://openalex.org/W2121861296","https://openalex.org/W2126856614","https://openalex.org/W2149644860","https://openalex.org/W2153545270","https://openalex.org/W2155770057","https://openalex.org/W2435467850","https://openalex.org/W2515753009","https://openalex.org/W2548590091","https://openalex.org/W2588415129","https://openalex.org/W2610272801","https://openalex.org/W2610949319","https://openalex.org/W2611673458","https://openalex.org/W2613843898","https://openalex.org/W2613852794","https://openalex.org/W2674181494","https://openalex.org/W2740580045","https://openalex.org/W2746446258","https://openalex.org/W2864529519","https://openalex.org/W2912192808","https://openalex.org/W2926741944","https://openalex.org/W2929691403","https://openalex.org/W2940450688","https://openalex.org/W2972983310","https://openalex.org/W3000506565","https://openalex.org/W3011538160","https://openalex.org/W3018187588","https://openalex.org/W3035110489","https://openalex.org/W3047544760","https://openalex.org/W3048032066","https://openalex.org/W3080430089","https://openalex.org/W3083256714","https://openalex.org/W3096938806","https://openalex.org/W3106711228","https://openalex.org/W3161343203","https://openalex.org/W3162402113","https://openalex.org/W3207026934","https://openalex.org/W3211858612","https://openalex.org/W4200211655","https://openalex.org/W4200466246","https://openalex.org/W4224979390","https://openalex.org/W4224985652","https://openalex.org/W4225016334","https://openalex.org/W4293428240","https://openalex.org/W4309112543","https://openalex.org/W4366547454","https://openalex.org/W4390617806","https://openalex.org/W4391476177","https://openalex.org/W4394994976","https://openalex.org/W4396832232","https://openalex.org/W4396832509","https://openalex.org/W4399668062","https://openalex.org/W4408889312","https://openalex.org/W4409749568","https://openalex.org/W4410515636","https://openalex.org/W4411557982","https://openalex.org/W4412389992"],"related_works":[],"abstract_inverted_index":{"Surface":[0],"textures":[1,41,52,68,78],"play":[2],"a":[3,116],"critical":[4],"role":[5],"in":[6,44,95,143],"shaping":[7],"interaction":[8],"with":[9,72,81],"tangible":[10,137],"and":[11,25,46,55,65,74,85,108,139],"multisensory":[12,141],"technologies,":[13],"yet":[14],"little":[15],"is":[16],"known":[17],"about":[18],"how":[19,102],"their":[20],"microstructural":[21,103,121],"features":[22,122],"influence":[23],"cognitive":[24],"affective":[26,109],"responses":[27],"-":[28],"factors":[29],"central":[30],"to":[31],"interface":[32],"design.":[33],"We":[34,111],"investigated":[35],"this":[36],"through":[37],"cross-sensory":[38,107,113],"correspondences":[39,114],"of":[40,123],"systematically":[42],"varying":[43],"roundness":[45],"size.":[47],"Thirty":[48],"participants":[49],"explored":[50],"3D-printed":[51],"under":[53],"visuo-tactile":[54],"tactile-only":[56],"conditions,":[57],"rating":[58],"them":[59],"on":[60],"visuo-linguistic":[61],"association,":[62],"roughness,":[63],"colour,":[64],"emotion.":[66],"Rounded":[67],"were":[69,79],"often":[70],"linked":[71],"Bouba":[73],"pleasantness,":[75],"whereas":[76],"pointed":[77],"associated":[80],"Kiki,":[82],"higher":[83],"arousal,":[84],"warmer":[86],"colours.":[87],"Visual":[88],"access":[89],"also":[90],"influenced":[91],"exploratory":[92],"behaviour,":[93],"reflected":[94],"applied":[96],"normal":[97],"force.":[98],"These":[99],"findings":[100],"demonstrate":[101],"tactile":[104],"cues":[105],"shape":[106],"associations.":[110],"propose":[112],"as":[115],"methodological":[117],"framework":[118],"for":[119,133],"designing":[120],"surfaces":[124],"textures,":[125],"which":[126],"could":[127],"open":[128],"up":[129],"new":[130],"design":[131],"opportunities":[132],"pseudo-haptic":[134],"feedback,":[135],"texture-rich":[136],"interfaces,":[138],"coherent":[140],"experiences":[142],"VR/AR.":[144]},"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2026-04-14T00:00:00"}
