{"id":"https://openalex.org/W7153738471","doi":"https://doi.org/10.1145/3772363.3798885","title":"Seeing Isn't Feeling: A Tooling Agenda for Iterative Perceptual Matching in Fabricated Mechanisms","display_name":"Seeing Isn't Feeling: A Tooling Agenda for Iterative Perceptual Matching in Fabricated Mechanisms","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7153738471","doi":"https://doi.org/10.1145/3772363.3798885"},"language":"en","primary_location":{"id":"doi:10.1145/3772363.3798885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3798885","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts 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/10.1145/3772363.3798885","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133443988","display_name":"Maties Claesen","orcid":"https://orcid.org/0009-0004-2674-1824"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Maties Claesen","raw_affiliation_strings":["Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0009-0004-2674-1824","affiliations":[{"raw_affiliation_string":"Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856","https://openalex.org/I4210116480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133469045","display_name":"Stig Konings","orcid":"https://orcid.org/0009-0005-0187-4089"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Stig Konings","raw_affiliation_strings":["Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0009-0005-0187-4089","affiliations":[{"raw_affiliation_string":"Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856","https://openalex.org/I4210116480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061515912","display_name":"Danny Leen","orcid":"https://orcid.org/0000-0002-0429-6537"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Danny Leen","raw_affiliation_strings":["Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-0429-6537","affiliations":[{"raw_affiliation_string":"Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856","https://openalex.org/I4210116480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003103098","display_name":"Davy Vanacken","orcid":"https://orcid.org/0000-0001-8436-5119"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Davy Vanacken","raw_affiliation_strings":["Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-8436-5119","affiliations":[{"raw_affiliation_string":"Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856","https://openalex.org/I4210116480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028308966","display_name":"Raf Ramakers","orcid":"https://orcid.org/0000-0001-6466-0663"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Raf Ramakers","raw_affiliation_strings":["Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-6466-0663","affiliations":[{"raw_affiliation_string":"Digital Future Lab, UHasselt \u2013 Flanders Make, Diepenbeek, Belgium","institution_ids":["https://openalex.org/I878454856","https://openalex.org/I4210116480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.52587357,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.20149999856948853,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.20149999856948853,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.11100000143051147,"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/T11448","display_name":"Face recognition and analysis","score":0.09969999641180038,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/matching","display_name":"Matching (statistics)","score":0.46630001068115234},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4293000102043152},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.36570000648498535},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.2937000095844269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5824000239372253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48590001463890076},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.46630001068115234},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4293000102043152},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4262999892234802},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.36570000648498535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30820000171661377},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3052000105381012},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2556000053882599}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3772363.3798885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3798885","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/49097","is_oa":true,"landing_page_url":"http://hdl.handle.net/1942/49097","pdf_url":"https://documentserver.uhasselt.be//bitstream/1942/49097/2/Seeing_Isn_t_Feeling__A_Tooling_Agenda_for_Iterative_Perceptual_Matching_in_Fabricated_Mechanisms.pdf","source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3772363.3798885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3798885","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3997901538","display_name":null,"funder_award_id":"BOF25OWB01","funder_id":"https://openalex.org/F4320319799","funder_display_name":"Flanders Make"}],"funders":[{"id":"https://openalex.org/F4320319799","display_name":"Flanders Make","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320325866","display_name":"Universiteit Hasselt","ror":"https://ror.org/04nbhqj75"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null},{"id":"https://openalex.org/F4320335227","display_name":"Bijzonder Onderzoeksfonds UGent","ror":"https://ror.org/00cv9y106"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1577704899","https://openalex.org/W1845382878","https://openalex.org/W1969299770","https://openalex.org/W1993783675","https://openalex.org/W2094690640","https://openalex.org/W2130500927","https://openalex.org/W2151643557","https://openalex.org/W2267786297","https://openalex.org/W2609207894","https://openalex.org/W2610625294","https://openalex.org/W2736736250","https://openalex.org/W2765835038","https://openalex.org/W2912460004","https://openalex.org/W2980320664","https://openalex.org/W3002568684","https://openalex.org/W3094292211","https://openalex.org/W3207373412","https://openalex.org/W3216118875","https://openalex.org/W4224982745","https://openalex.org/W4225004516","https://openalex.org/W4229057662","https://openalex.org/W4307472408","https://openalex.org/W4385324101","https://openalex.org/W4387801409","https://openalex.org/W4396832509","https://openalex.org/W4409720379","https://openalex.org/W4409736074","https://openalex.org/W4409749299","https://openalex.org/W4412035801","https://openalex.org/W4417025201"],"related_works":[],"abstract_inverted_index":{"Digital":[0],"fabrication":[1,86,177],"makes":[2],"it":[3,11],"easy":[4],"to":[5,14,146],"prototype":[6,15],"how":[7,16],"artifacts":[8],"look,":[9],"yet":[10],"remains":[12],"hard":[13],"moving":[17],"parts":[18],"feel":[19,74],"when":[20],"used.":[21],"For":[22],"many":[23,56],"3D-printed":[24],"interfaces":[25],"such":[26],"as":[27],"lids,":[28],"sliders,":[29],"dials,":[30],"and":[31,35,50,58,85,104,172],"latches,":[32],"perceived":[33,108],"usability":[34],"quality":[36],"depend":[37],"on":[38,70,107,149],"the":[39,76],"motion\u2019s":[40],"haptic":[41,135],"profile.":[42],"This":[43],"profile":[44],"includes":[45],"resistance,":[46],"detents,":[47],"damping,":[48],"friction,":[49],"end-stops.":[51],"While":[52],"prior":[53],"work":[54],"offers":[55],"mechanisms":[57],"authoring":[59],"approaches,":[60],"designers":[61,99],"still":[62],"face":[63],"a":[64,71],"practical":[65],"bottleneck.":[66],"They":[67],"must":[68],"converge":[69],"specific":[72],"intended":[73],"in":[75,102],"final":[77],"object":[78],"under":[79],"real":[80],"grip,":[81],"leverage,":[82],"enclosure":[83],"contact,":[84],"variation.":[87],"We":[88],"argue":[89],"that":[90,160],"tooling":[91],"should":[92],"center":[93],"iterative":[94],"perceptual":[95,174],"matching":[96],"(IPM),":[97],"where":[98],"compare":[100],"candidates":[101],"context":[103],"refine":[105],"based":[106],"differences":[109],"rather":[110],"than":[111],"low-level":[112],"parameters.":[113],"To":[114],"support":[115],"this":[116],"workflow,":[117],"we":[118,152],"outline":[119],"two":[120],"physical":[121],"preview":[122],"methods.":[123],"Modular":[124],"passive":[125],"props":[126],"enable":[127],"fast":[128],"in-object":[129],"swapping":[130],"of":[131,141],"fabricated":[132],"candidates.":[133],"Reconfigurable":[134],"peripherals":[136],"allow":[137],"rapid":[138],"programmatic":[139],"exploration":[140],"candidate":[142],"profiles":[143],"before":[144],"committing":[145],"fabrication.":[147],"Building":[148],"these":[150],"directions,":[151],"propose":[153],"an":[154],"agenda":[155],"for":[156],"IPM":[157],"centered":[158],"tools":[159],"help":[161],"interpret":[162],"relative":[163],"feedback,":[164],"choose":[165],"meaningful":[166],"step":[167],"sizes,":[168],"scale":[169],"control":[170],"granularity,":[171],"maintain":[173],"consistency":[175],"across":[176],"iterations.":[178]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-13T00:00:00"}
