{"id":"https://openalex.org/W7113901832","doi":"https://doi.org/10.1145/3748699.3749783","title":"Sustainable Urban Mobility: Co-Designing a Responsible AI Recommender System","display_name":"Sustainable Urban Mobility: Co-Designing a Responsible AI Recommender System","publication_year":2025,"publication_date":"2025-09-03","ids":{"openalex":"https://openalex.org/W7113901832","doi":"https://doi.org/10.1145/3748699.3749783"},"language":"en","primary_location":{"id":"doi:10.1145/3748699.3749783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749783","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 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3748699.3749783","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Alina Patelli","orcid":"https://orcid.org/0000-0002-8945-6711"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alina Patelli","raw_affiliation_strings":["Aston University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-8945-6711","affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anik\u00f3 Ek\u00e1rt","orcid":"https://orcid.org/0000-0001-6967-5397"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anik\u00f3 Ek\u00e1rt","raw_affiliation_strings":["Aston University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6967-5397","affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Maria Chli","orcid":"https://orcid.org/0000-0002-2840-4475"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria Chli","raw_affiliation_strings":["Aston University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2840-4475","affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lavinia-Eugenia Ferariu","orcid":"https://orcid.org/0000-0001-5758-6696"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Lavinia-Eugenia Ferariu","raw_affiliation_strings":["Technical University of Iasi, Iasi, Romania"],"raw_orcid":"https://orcid.org/0000-0001-5758-6696","affiliations":[{"raw_affiliation_string":"Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"middle","author":{"id":null,"display_name":"John Hamilton","orcid":"https://orcid.org/0000-0002-4768-5380"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Hamilton","raw_affiliation_strings":["Aston University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4768-5380","affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mercy Kanyi","orcid":"https://orcid.org/0009-0007-9654-6145"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mercy Kanyi","raw_affiliation_strings":["Aston University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0007-9654-6145","affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Richard Lee","orcid":"https://orcid.org/0000-0002-6832-0591"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Lee","raw_affiliation_strings":["Aston University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-6832-0591","affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peter Lewis","orcid":"https://orcid.org/0000-0003-4271-8611"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Lewis","raw_affiliation_strings":["Ontario Tech University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-4271-8611","affiliations":[{"raw_affiliation_string":"Ontario Tech University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Joanna Lumsden","orcid":"https://orcid.org/0000-0002-8637-7647"},"institutions":[{"id":"https://openalex.org/I195939026","display_name":"Glasgow Caledonian University","ror":"https://ror.org/03dvm1235","country_code":"GB","type":"education","lineage":["https://openalex.org/I195939026"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joanna Lumsden","raw_affiliation_strings":["Glasgow Caledonian University, Glasgow, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-8637-7647","affiliations":[{"raw_affiliation_string":"Glasgow Caledonian University, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I195939026"]}]},{"author_position":"last","author":{"id":null,"display_name":"Stephen Owen","orcid":"https://orcid.org/0000-0001-9517-8669"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen Owen","raw_affiliation_strings":["Aston University, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-9517-8669","affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I169199633"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6534717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.16449999809265137,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.16449999809265137,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.1599999964237213,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.08829999715089798,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.8166999816894531},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5852000117301941},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5367000102996826},{"id":"https://openalex.org/keywords/participatory-gis","display_name":"Participatory GIS","score":0.53329998254776},{"id":"https://openalex.org/keywords/participatory-sensing","display_name":"Participatory sensing","score":0.5254999995231628},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.513700008392334},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.5063999891281128},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.46720001101493835},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.3776000142097473}],"concepts":[{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.8166999816894531},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5852000117301941},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5529000163078308},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5367000102996826},{"id":"https://openalex.org/C33741171","wikidata":"https://www.wikidata.org/wiki/Q7140441","display_name":"Participatory GIS","level":3,"score":0.53329998254776},{"id":"https://openalex.org/C2779208394","wikidata":"https://www.wikidata.org/wiki/Q7140460","display_name":"Participatory sensing","level":2,"score":0.5254999995231628},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.513700008392334},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.5063999891281128},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4823000133037567},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.46720001101493835},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3776000142097473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3732999861240387},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3668000102043152},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.3431999981403351},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.31850001215934753},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.31049999594688416},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.3086000084877014},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.3070000112056732},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C2777455480","wikidata":"https://www.wikidata.org/wiki/Q1038171","display_name":"Participatory design","level":3,"score":0.2996000051498413},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.29159998893737793},{"id":"https://openalex.org/C2777976496","wikidata":"https://www.wikidata.org/wiki/Q541936","display_name":"Public participation","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2824000120162964},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27810001373291016},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C147859227","wikidata":"https://www.wikidata.org/wiki/Q294217","display_name":"Public sector","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C2780984029","wikidata":"https://www.wikidata.org/wiki/Q2930198","display_name":"Stakeholder engagement","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.2628999948501587},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3748699.3749783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749783","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 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},{"id":"pmh:oai:researchonline.gcu.ac.uk:openaire/8682278c-2a47-496b-88a8-467570d5a018","is_oa":true,"landing_page_url":"https://researchonline.gcu.ac.uk/en/publications/8682278c-2a47-496b-88a8-467570d5a018","pdf_url":null,"source":{"id":"https://openalex.org/S4306402566","display_name":"ResearchOnline (Glasgow Caledonian University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195939026","host_organization_name":"Glasgow Caledonian University","host_organization_lineage":["https://openalex.org/I195939026"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Patelli, A, Ek\u00e1rt, A, Chli, M, Ferariu, L-E, Hamilton, J, Kanyi, M, Lee, R, Lewis, P, Lumsden, J & Owen, S 2025, Sustainable urban mobility: co-designing a responsible AI recommender system. in Proceedings of the 2025 International Conference on Information Technology for Social Good. Association for Computing Machinery (ACM), pp. 131-140, 5th International Conference on Information Technology for Social Good, Antwerp, Belgium, 3/09/25. https://doi.org/10.1145/3748699.3749783","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:publications.aston.ac.uk:48557","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/29689aae984f6179517e8ada3599d851.html>,","pdf_url":"https://publications.aston.ac.uk/id/eprint/48557/1/Sustainable_Urban_Mobility-_Co-Designing_a_Responsible_AI_Recommender_System.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"}],"best_oa_location":{"id":"doi:10.1145/3748699.3749783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749783","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 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.646044135093689,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2038583143","https://openalex.org/W2065752389","https://openalex.org/W2109002639","https://openalex.org/W2567482051","https://openalex.org/W2904767181","https://openalex.org/W2997884981","https://openalex.org/W3140832216","https://openalex.org/W3156205870","https://openalex.org/W3215405033","https://openalex.org/W4234440653","https://openalex.org/W4293212882","https://openalex.org/W4294811553","https://openalex.org/W4312725303","https://openalex.org/W4384155145","https://openalex.org/W4387618416","https://openalex.org/W4390537026","https://openalex.org/W4391724761","https://openalex.org/W4393147730","https://openalex.org/W4395479562","https://openalex.org/W4396811641","https://openalex.org/W4399364862","https://openalex.org/W4399364992","https://openalex.org/W4399450035","https://openalex.org/W4401942803","https://openalex.org/W4403061405","https://openalex.org/W4404866590","https://openalex.org/W4406026056","https://openalex.org/W4409885395","https://openalex.org/W4410512965","https://openalex.org/W4411120843"],"related_works":[],"abstract_inverted_index":{"Responsible":[0],"AI":[1,21,58,85,139,180],"is":[2,71,88],"a":[3,34,92,121,171,198],"tech":[4,102,176],"driver":[5],"of":[6,20,30,37,56,201],"sustainable":[7],"economic":[8],"growth":[9],"that":[10,78,142],"protects":[11],"democratic":[12],"liberties.":[13],"The":[14],"systematic":[15],"design,":[16],"implementation,":[17],"and":[18,128,148,182],"deployment":[19],"for":[22,99],"good":[23],"are":[24],"demanding":[25],"tasks,":[26],"given":[27],"the":[28,44,54,57,65,105,134,149,161,179,194,202],"diversity":[29],"those":[31],"impacted.":[32],"Engaging":[33],"representative":[35],"sample":[36],"AI\u2019s":[38],"heterogeneous":[39],"user":[40],"base":[41],"to":[42,73,82,104,126,136,169,207],"gauge":[43],"benefits":[45],"it":[46,70],"expects":[47],"requires":[48],"innovative":[49,203],"participatory":[50,124],"activities":[51,205],"interspersed":[52],"throughout":[53],"stages":[55],"development":[59],"process.":[60],"Translating":[61],"stakeholder":[62,163],"input":[63],"from":[64,160,177],"jargon-free":[66],"vocabulary":[67],"in":[68,86,112],"which":[69,116],"collected":[72],"coherent,":[74],"comprehensive,":[75],"industry-standard":[76],"artefacts":[77,196],"experts":[79,168],"can":[80],"use":[81],"build":[83],"responsible":[84,130],"practice":[87],"also":[89],"challenging.":[90],"Developing":[91],"robust":[93,187],"assessment":[94,189],"framework":[95,185],"with":[96,151,166,186],"objective":[97],"metrics":[98],"evaluating":[100],"intelligent":[101],"adds":[103],"overall":[106],"difficulty.":[107],"We":[108,132],"capture":[109],"these":[110],"aspects":[111],"seven":[113],"key":[114],"challenges":[115],"we":[117],"address":[118],"by":[119],"proposing":[120],"novel,":[122],"systematic,":[123],"approach":[125,135],"co-designing":[127],"co-assessing":[129],"AI.":[131],"apply":[133],"architect":[137],"an":[138,183],"recommender":[140],"system":[141,172],"supports":[143],"transport":[144],"authorities,":[145],"industry,":[146],"policymakers,":[147],"public":[150],"their":[152,208],"urban":[153],"mobility":[154],"decisions.":[155],"Throughout":[156],"three":[157],"workshops,":[158],"representatives":[159],"four":[162],"categories":[164],"worked":[165],"domain":[167],"co-develop":[170],"blueprint":[173,188],"featuring":[174],"complementary":[175],"across":[178],"spectrum":[181],"evaluation":[184],"metrics.":[190],"This":[191],"paper":[192],"presents":[193],"two":[195],"alongside":[197],"detailed":[199],"account":[200],"workshop":[204],"leading":[206],"co-creation.":[209]},"counts_by_year":[],"updated_date":"2025-12-11T00:24:52.286860","created_date":"2025-12-11T00:00:00"}
