{"id":"https://openalex.org/W7162415784","doi":"https://doi.org/10.1016/j.array.2026.100927","title":"From Cues to dynamics: building and validating a collaborative, intelligence-driven methodology for dynamic poster design","display_name":"From Cues to dynamics: building and validating a collaborative, intelligence-driven methodology for dynamic poster design","publication_year":2026,"publication_date":"2026-05-26","ids":{"openalex":"https://openalex.org/W7162415784","doi":"https://doi.org/10.1016/j.array.2026.100927"},"language":"en","primary_location":{"id":"doi:10.1016/j.array.2026.100927","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.array.2026.100927","pdf_url":null,"source":{"id":"https://openalex.org/S4210194039","display_name":"Array","issn_l":"2590-0056","issn":["2590-0056"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Array","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.array.2026.100927","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137077641","display_name":"Bo Yang","orcid":"https://orcid.org/0009-0001-5410-8039"},"institutions":[{"id":"https://openalex.org/I4210109619","display_name":"National Institutes of Pharmaceutical Research and Development (China)","ror":"https://ror.org/024zcda42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210109619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Gengdan Institute of Beijing University of Technology, No.3, Niufu Road, Niulanshan, Town, Shunyi, Beijing, 101301, China"],"raw_orcid":"https://orcid.org/0009-0001-5410-8039","affiliations":[{"raw_affiliation_string":"Gengdan Institute of Beijing University of Technology, No.3, Niufu Road, Niulanshan, Town, Shunyi, Beijing, 101301, China","institution_ids":["https://openalex.org/I4210109619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137053656","display_name":"Li Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I174183983","display_name":"Maria Curie-Sk\u0142odowska University","ror":"https://ror.org/015h0qg34","country_code":"PL","type":"education","lineage":["https://openalex.org/I174183983"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Li Xu","raw_affiliation_strings":["Maria Curie Sklodowska University, WYDZIAL PRAWA, ul. Marii Curie-Sklodowskiej, 5, Lublin, 20031, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maria Curie Sklodowska University, WYDZIAL PRAWA, ul. Marii Curie-Sklodowskiej, 5, Lublin, 20031, Poland","institution_ids":["https://openalex.org/I174183983"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5137053656","https://openalex.org/A5137077641"],"corresponding_institution_ids":["https://openalex.org/I174183983","https://openalex.org/I4210109619"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65239696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"100927","last_page":"100927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.08089999854564667,"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"}},"topics":[{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.08089999854564667,"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"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.05889999866485596,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.04830000177025795,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.25940001010894775},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.25209999084472656},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.24719999730587006},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.24210000038146973},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.23839999735355377}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6110000014305115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33500000834465027},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33399999141693115},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25209999084472656},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.24719999730587006},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.24210000038146973},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.23839999735355377},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2287999987602234},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.227400004863739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.array.2026.100927","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.array.2026.100927","pdf_url":null,"source":{"id":"https://openalex.org/S4210194039","display_name":"Array","issn_l":"2590-0056","issn":["2590-0056"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Array","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.array.2026.100927","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.array.2026.100927","pdf_url":null,"source":{"id":"https://openalex.org/S4210194039","display_name":"Array","issn_l":"2590-0056","issn":["2590-0056"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Array","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1596953637","https://openalex.org/W2038550763","https://openalex.org/W2046216252","https://openalex.org/W2099473180","https://openalex.org/W2129660502","https://openalex.org/W2602896535","https://openalex.org/W3184317434","https://openalex.org/W3192495122","https://openalex.org/W3199400376","https://openalex.org/W4283022604","https://openalex.org/W4403839497","https://openalex.org/W4409647724"],"related_works":[],"abstract_inverted_index":{"Generative":[0],"AI":[1,64,93],"is":[2],"significantly":[3],"transforming":[4],"creative":[5,107,123,143,157],"industries.":[6],"However,":[7],"design":[8,57,166,176],"practitioners":[9],"typically":[10],"lack":[11],"systematic":[12,149],"frameworks":[13],"for":[14,45,90,163,174],"effectively":[15],"integrating":[16],"these":[17,35],"tools.":[18],"This":[19,32],"deficiency":[20],"results":[21],"in":[22,155],"fragmented":[23],"workflows,":[24],"reduced":[25],"efficiency,":[26,106],"and":[27,39,62,82,92,109,121,167],"underutilized":[28],"human-AI":[29],"collaborative":[30,88],"potential.":[31],"study":[33],"addresses":[34],"gaps":[36],"by":[37,118,126],"proposing":[38],"validating":[40],"the":[41,68,130,133],"Synergistic":[42],"AI-Driven":[43],"Methodology":[44],"Dynamic":[46],"Poster":[47],"Design":[48],"(SADM).":[49],"The":[50],"framework":[51,151],"was":[52],"developed":[53],"through":[54],"analysis":[55],"of":[56],"theory,":[58],"human-computer":[59],"interaction":[60],"models,":[61],"current":[63],"capabilities.":[65],"SADM":[66,99,114,146],"structures":[67],"workflow":[69],"into":[70],"five":[71],"defined":[72],"stages:":[73],"concept":[74],"exploration,":[75],"asset":[76],"generation,":[77],"dynamic":[78,164],"orchestration,":[79],"generative":[80],"iteration,":[81],"intelligent":[83],"deployment.":[84],"Each":[85],"stage":[86],"specifies":[87],"roles":[89],"designers":[91],"systems.":[94],"Comparative":[95],"case":[96],"studies":[97],"evaluated":[98],"against":[100],"traditional":[101],"processes":[102],"across":[103],"three":[104],"dimensions:":[105],"diversity,":[108],"output":[110],"quality.":[111],"Findings":[112],"indicate":[113],"reduces":[115],"project":[116],"timelines":[117],"approximately":[119],"70%":[120],"increases":[122],"solution":[124],"diversity":[125],"over":[127],"350%.":[128],"Critically,":[129],"methodology":[131],"shifts":[132],"designer's":[134],"role":[135],"from":[136],"technical":[137],"executor":[138],"to":[139],"strategic":[140,144],"guide,":[141],"enhancing":[142],"value.":[145],"provides":[147],"a":[148,169],"operational":[150],"addressing":[152],"theoretical":[153],"limitations":[154],"AI-era":[156],"workflows.":[158],"It":[159],"offers":[160],"practical":[161],"guidelines":[162],"poster":[165],"establishes":[168],"transferable":[170],"human-machine":[171],"collaboration":[172],"paradigm":[173],"broader":[175],"applications.":[177]},"counts_by_year":[],"updated_date":"2026-06-02T06:17:35.589633","created_date":"2026-05-27T00:00:00"}
