{"id":"https://openalex.org/W4406975815","doi":"https://doi.org/10.1145/3706598.3714213","title":"Leveraging Multimodal LLM for Inspirational User Interface Search","display_name":"Leveraging Multimodal LLM for Inspirational User Interface Search","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4406975815","doi":"https://doi.org/10.1145/3706598.3714213"},"language":"en","primary_location":{"id":"doi:10.1145/3706598.3714213","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714213","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 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706598.3714213","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059265492","display_name":"Seokhyeon Park","orcid":"https://orcid.org/0009-0003-1685-4027"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seokhyeon Park","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103995160","display_name":"Yumin Song","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yumin Song","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107854460","display_name":"Soohyun Lee","orcid":"https://orcid.org/0000-0002-3075-3981"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soohyun Lee","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091141614","display_name":"J. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaeyoung Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012388103","display_name":"Jinwook Seo","orcid":"https://orcid.org/0000-0002-7734-822X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwook Seo","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059265492"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":3.9706,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9291666,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10672","display_name":"Design Education and Practice","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9700999855995178,"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/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9585999846458435,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8175161480903625},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6358466744422913},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6019066572189331},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5655883550643921},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5052891373634338},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.49813127517700195},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45892953872680664},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.444845974445343},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19516247510910034}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8175161480903625},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6358466744422913},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6019066572189331},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5655883550643921},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5052891373634338},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.49813127517700195},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45892953872680664},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.444845974445343},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19516247510910034},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3706598.3714213","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714213","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 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2501.17799","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.17799","pdf_url":"https://arxiv.org/pdf/2501.17799","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3706598.3714213","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714213","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 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G269467657","display_name":null,"funder_award_id":"NO.RS-2021-II211343","funder_id":"https://openalex.org/F4320321292","funder_display_name":"Seoul National University"},{"id":"https://openalex.org/G277447885","display_name":null,"funder_award_id":"2023R1A2C200520911","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3598079552","display_name":null,"funder_award_id":"RS-2021-II211343","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7288789209","display_name":null,"funder_award_id":"RS-2021-II211343","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G7798134731","display_name":null,"funder_award_id":"RS-2021-II211343","funder_id":"https://openalex.org/F4320321292","funder_display_name":"Seoul National University"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1963984265","https://openalex.org/W2018261755","https://openalex.org/W2066114190","https://openalex.org/W2070965924","https://openalex.org/W2108400934","https://openalex.org/W2124890572","https://openalex.org/W2126135370","https://openalex.org/W2129203575","https://openalex.org/W2129660502","https://openalex.org/W2144569346","https://openalex.org/W2154583606","https://openalex.org/W2738280040","https://openalex.org/W2765874585","https://openalex.org/W2897966957","https://openalex.org/W2940824926","https://openalex.org/W2942422815","https://openalex.org/W3124240085","https://openalex.org/W3134648203","https://openalex.org/W3160022552","https://openalex.org/W3199836332","https://openalex.org/W3206316161","https://openalex.org/W4224988754","https://openalex.org/W4225109875","https://openalex.org/W4225129570","https://openalex.org/W4366549767","https://openalex.org/W4391094120","https://openalex.org/W4393995342","https://openalex.org/W4394000202","https://openalex.org/W4401024025","https://openalex.org/W4402702945","https://openalex.org/W4403319423","https://openalex.org/W4403888362","https://openalex.org/W4404182948","https://openalex.org/W4404356490","https://openalex.org/W4404915180","https://openalex.org/W6949549905"],"related_works":["https://openalex.org/W2058118494","https://openalex.org/W2392768766","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2010935248","https://openalex.org/W2768810474"],"abstract_inverted_index":{"Inspirational":[0],"search,":[1,138],"the":[2,24,46,125],"process":[3],"of":[4,27,48,127,143],"exploring":[5,23],"designs":[6],"to":[7,71],"inform":[8],"and":[9,73,89,98,118,132],"inspire":[10],"new":[11],"creative":[12],"work,":[13],"is":[14],"pivotal":[15],"in":[16,136],"mobile":[17,77,128],"user":[18],"interface":[19],"(UI)":[20],"design.":[21],"However,":[22],"vast":[25],"space":[26],"UI":[28,35,78,83,93,109,113,129,144],"references":[29],"remains":[30],"a":[31,65,86,91,115,140],"challenge.":[32],"Existing":[33],"AI-based":[34],"search":[36,94,121],"methods":[37],"often":[38],"miss":[39],"crucial":[40],"semantics":[41,75,84,131,145],"like":[42,56],"target":[43],"users":[44],"or":[45],"mood":[47],"apps.":[49],"Additionally,":[50],"these":[51],"models":[52],"typically":[53],"require":[54],"metadata":[55],"view":[57],"hierarchies,":[58],"limiting":[59],"their":[60],"practical":[61],"use.":[62],"We":[63,80,123],"used":[64],"multimodal":[66],"large":[67],"language":[68],"model":[69],"(MLLM)":[70],"extract":[72],"interpret":[74],"from":[76],"images.":[79],"identified":[81],"key":[82],"through":[85],"formative":[87],"study":[88],"developed":[90],"semantic-based":[92],"system.":[95],"Through":[96],"computational":[97],"human":[99],"evaluations,":[100],"we":[101],"demonstrate":[102],"that":[103],"our":[104],"approach":[105],"significantly":[106],"outperforms":[107],"existing":[108],"retrieval":[110],"methods,":[111],"offering":[112],"designers":[114],"more":[116],"enriched":[117],"contextually":[119],"relevant":[120],"experience.":[122],"enhance":[124],"understanding":[126],"design":[130],"highlight":[133],"MLLMs'":[134],"potential":[135],"inspirational":[137],"providing":[139],"rich":[141],"dataset":[142],"for":[146],"future":[147],"studies.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}