{"id":"https://openalex.org/W4381193452","doi":"https://doi.org/10.1145/3593230","title":"Evaluating a Large Language Model on Searching for GUI Layouts","display_name":"Evaluating a Large Language Model on Searching for GUI Layouts","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4381193452","doi":"https://doi.org/10.1145/3593230"},"language":"en","primary_location":{"id":"doi:10.1145/3593230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3593230","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2078.1/274724","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053893161","display_name":"Paul Brie","orcid":"https://orcid.org/0000-0002-0209-7411"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Paul Brie","raw_affiliation_strings":["TeleportHQ, Cluj-Napoca, Romania"],"raw_orcid":"https://orcid.org/0000-0002-0209-7411","affiliations":[{"raw_affiliation_string":"TeleportHQ, Cluj-Napoca, Romania","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077080276","display_name":"Nicolas Burny","orcid":"https://orcid.org/0000-0003-4994-9746"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nicolas Burny","raw_affiliation_strings":["Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-4994-9746","affiliations":[{"raw_affiliation_string":"Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002970970","display_name":"Arthur Slu\u00ffters","orcid":"https://orcid.org/0000-0003-0804-0106"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Arthur Slu\u00ffters","raw_affiliation_strings":["Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-0804-0106","affiliations":[{"raw_affiliation_string":"Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043868402","display_name":"Jean Vanderdonckt","orcid":"https://orcid.org/0000-0003-3275-3333"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jean Vanderdonckt","raw_affiliation_strings":["Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-3275-3333","affiliations":[{"raw_affiliation_string":"Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053893161"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.9652,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.96583018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":"EICS","first_page":"1","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.9970999956130981,"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":0.9970999956130981,"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/T10260","display_name":"Software Engineering Research","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11675","display_name":"Open Source Software Innovations","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/computer-science","display_name":"Computer science","score":0.6856005191802979},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6043156981468201},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6039170026779175},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.5579779744148254},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5362716317176819},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5309003591537476},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.5022783279418945},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45193397998809814},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.400759220123291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39867162704467773},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3845627009868622},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38151025772094727},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.37676599621772766},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08073967695236206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6856005191802979},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6043156981468201},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6039170026779175},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.5579779744148254},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5362716317176819},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5309003591537476},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.5022783279418945},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45193397998809814},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.400759220123291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39867162704467773},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3845627009868622},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38151025772094727},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.37676599621772766},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08073967695236206},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3593230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3593230","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},{"id":"pmh:oai:dial.uclouvain.be:boreal:274724","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/274724","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction, Vol. 7, no.178, p. 37 (2023)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dial.uclouvain.be:boreal:274724","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/274724","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction, Vol. 7, no.178, p. 37 (2023)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5}],"awards":[{"id":"https://openalex.org/G7986790404","display_name":null,"funder_award_id":"40011629","funder_id":"https://openalex.org/F4320321390","funder_display_name":"Fonds De La Recherche Scientifique - FNRS"},{"id":"https://openalex.org/G8835458474","display_name":null,"funder_award_id":"40001931","funder_id":"https://openalex.org/F4320321390","funder_display_name":"Fonds De La Recherche Scientifique - FNRS"}],"funders":[{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W40327287","https://openalex.org/W95067517","https://openalex.org/W152547054","https://openalex.org/W158696898","https://openalex.org/W187875271","https://openalex.org/W1530489096","https://openalex.org/W1593250421","https://openalex.org/W1594917386","https://openalex.org/W1990251616","https://openalex.org/W2007644286","https://openalex.org/W2018261755","https://openalex.org/W2019887239","https://openalex.org/W2026336362","https://openalex.org/W2041074845","https://openalex.org/W2042270930","https://openalex.org/W2054263556","https://openalex.org/W2066114190","https://openalex.org/W2067237863","https://openalex.org/W2091981070","https://openalex.org/W2105035381","https://openalex.org/W2115210820","https://openalex.org/W2129666903","https://openalex.org/W2133774033","https://openalex.org/W2134092629","https://openalex.org/W2140274017","https://openalex.org/W2141125339","https://openalex.org/W2166591893","https://openalex.org/W2295598076","https://openalex.org/W2413358622","https://openalex.org/W2506526044","https://openalex.org/W2524168323","https://openalex.org/W2533771361","https://openalex.org/W2562236173","https://openalex.org/W2565206647","https://openalex.org/W2765874585","https://openalex.org/W2795649955","https://openalex.org/W2891328538","https://openalex.org/W2892181857","https://openalex.org/W2896533325","https://openalex.org/W2897966957","https://openalex.org/W2900622615","https://openalex.org/W2913898034","https://openalex.org/W2914002260","https://openalex.org/W2923014074","https://openalex.org/W2942422815","https://openalex.org/W2948978827","https://openalex.org/W2953688978","https://openalex.org/W2963499153","https://openalex.org/W2979826702","https://openalex.org/W3009091046","https://openalex.org/W3029291786","https://openalex.org/W3033137476","https://openalex.org/W3036505300","https://openalex.org/W3048516901","https://openalex.org/W3087348434","https://openalex.org/W3100314869","https://openalex.org/W3100570946","https://openalex.org/W3105992359","https://openalex.org/W3134648203","https://openalex.org/W3135693549","https://openalex.org/W3144363270","https://openalex.org/W3152788308","https://openalex.org/W3160022552","https://openalex.org/W3160042174","https://openalex.org/W3160292900","https://openalex.org/W3199836332","https://openalex.org/W4205683115","https://openalex.org/W4212961739","https://openalex.org/W4220921823","https://openalex.org/W4220962633","https://openalex.org/W4225122276","https://openalex.org/W4225165463","https://openalex.org/W4226029207","https://openalex.org/W4226210603","https://openalex.org/W4229900995","https://openalex.org/W4234330561","https://openalex.org/W4251287301","https://openalex.org/W4252853834","https://openalex.org/W4283705032","https://openalex.org/W4284676027","https://openalex.org/W4291476001","https://openalex.org/W4294875919","https://openalex.org/W4320561510","https://openalex.org/W4321013654","https://openalex.org/W4324029625","https://openalex.org/W4381304672","https://openalex.org/W4381435904","https://openalex.org/W7074700865"],"related_works":["https://openalex.org/W3180179400","https://openalex.org/W2118366689","https://openalex.org/W2477652530","https://openalex.org/W2116888309","https://openalex.org/W2039055059","https://openalex.org/W2381088774","https://openalex.org/W2281900275","https://openalex.org/W1936193182","https://openalex.org/W2183494409","https://openalex.org/W963721989"],"abstract_inverted_index":{"The":[0],"field":[1],"of":[2,16,74,99,120,130,157],"generative":[3,78],"artificial":[4],"intelligence":[5],"has":[6],"seen":[7],"significant":[8],"advancements":[9],"in":[10,25,32],"recent":[11],"years":[12],"with":[13,104,133,160],"the":[14,96,118,121,128,131,145,154,158],"advent":[15],"large":[17],"language":[18],"models,":[19],"which":[20,162],"have":[21],"shown":[22],"impressive":[23],"results":[24,107,146],"software":[26],"engineering":[27,33],"tasks":[28],"but":[29],"not":[30],"yet":[31],"user":[34,97,155],"interfaces.":[35],"Thus,":[36],"we":[37,59,163],"raise":[38],"a":[39,61,89,109,114,139],"specific":[40],"research":[41],"question:":[42],"would":[43,81,94],"an":[44,67],"LLM-based":[45,68],"system":[46,69],"be":[47,95],"able":[48],"to":[49,88,135,138,165],"search":[50],"for":[51,70,168],"relevant":[52,87],"GUI":[53,72,83,122],"layouts?":[54],"To":[55],"address":[56],"this":[57],"question,":[58],"conducted":[60],"controlled":[62],"study":[63],"evaluating":[64],"how":[65],"Instigator,":[66,161],"searching":[71],"layouts":[73,84,123],"web":[75],"pages":[76],"by":[77,125],"pre-trained":[79],"training,":[80],"return":[82],"that":[85,152],"are":[86],"given":[90,140],"instruction":[91],"and":[92,113,127],"what":[93],"experience":[98,156],"(N":[100],"=34)":[101],"practitioners":[102,132],"interacting":[103],"Instigator.":[105],"Our":[106],"identify":[108],"very":[110],"high":[111],"similarity":[112],"moderate":[115],"correlation":[116],"between":[117],"rankings":[119,129],"generated":[124],"Instigator":[126],"respect":[134],"their":[136],"relevance":[137],"design":[141],"instruction.":[142],"We":[143],"highlight":[144],"obtained":[147],"through":[148],"thirteen":[149],"UEQ+":[150],"scales":[151],"characterize":[153],"practitioner":[159],"use":[164],"discuss":[166],"perspectives":[167],"improving":[169],"such":[170],"future":[171],"tools.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
