{"id":"https://openalex.org/W7135059934","doi":"https://doi.org/10.48550/arxiv.2603.10285","title":"Conversational AI-Enhanced Exploration System to Query Large-Scale Digitised Collections of Natural History Museums","display_name":"Conversational AI-Enhanced Exploration System to Query Large-Scale Digitised Collections of Natural History Museums","publication_year":2026,"publication_date":"2026-03-11","ids":{"openalex":"https://openalex.org/W7135059934","doi":"https://doi.org/10.48550/arxiv.2603.10285"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.10285","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.10285","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.10285","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128862681","display_name":"Yiyuan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yiyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128907444","display_name":"Andrew Johnston","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johnston, Andrew","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006064972","display_name":"Zo\u00eb Sadokierski","orcid":"https://orcid.org/0000-0002-9600-8538"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sadokierski, Zo\u00eb","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128847838","display_name":"Rhiannon Stephens","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephens, Rhiannon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5017256265","display_name":"Shane T. Ahyong","orcid":"https://orcid.org/0000-0002-2820-4158"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahyong, Shane T.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.14980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.14980000257492065,"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"}},{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.1088000014424324,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/T12128","display_name":"AI in Service Interactions","score":0.08640000224113464,"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/schema","display_name":"Schema (genetic algorithms)","score":0.5447999835014343},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4941999912261963},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.40799999237060547},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.4059999883174896},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.29100000858306885},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.27810001373291016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7121000289916992},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5619000196456909},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5447999835014343},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4941999912261963},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4115000069141388},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.40799999237060547},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.4059999883174896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3921999931335449},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C163276114","wikidata":"https://www.wikidata.org/wiki/Q484591","display_name":"Natural history","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.25690001249313354},{"id":"https://openalex.org/C2982933515","wikidata":"https://www.wikidata.org/wiki/Q104381823","display_name":"Public access","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.10285","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.10285","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.10285","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.10285","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7181340456008911,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Recent":[0],"digitisation":[1],"efforts":[2],"in":[3],"natural":[4,140,152],"history":[5,153],"museums":[6],"have":[7],"produced":[8],"large":[9,107,136],"volumes":[10],"of":[11,65,105,134,147],"collection":[12],"data,":[13],"yet":[14,124],"their":[15],"scale":[16],"and":[17,24,70,86,96,143],"scientific":[18,148],"complexity":[19],"often":[20],"hinder":[21],"public":[22],"access":[23],"understanding.":[25],"Conventional":[26],"data":[27,95,114],"management":[28],"tools,":[29],"such":[30],"as":[31],"databases,":[32],"restrict":[33],"exploration":[34,85],"through":[35,72],"keyword-based":[36],"search":[37],"or":[38],"require":[39],"specialised":[40],"schema":[41],"knowledge.":[42],"This":[43],"paper":[44],"presents":[45],"a":[46,73,87,131],"system":[47,78,101],"design":[48,75],"that":[49,91],"uses":[50],"conversational":[51,89],"AI":[52,149],"to":[53,110],"query":[54],"nearly":[55],"1.7":[56],"million":[57],"digitised":[58],"specimen":[59,94],"records":[60],"from":[61,115],"the":[62,66,77],"life-science":[63],"collections":[64,138],"Australian":[67],"Museum.":[68],"Designed":[69],"developed":[71],"human-centred":[74],"process,":[76],"contains":[79],"an":[80],"interactive":[81],"map":[82],"for":[83,151],"visual-spatial":[84],"natural-language":[88],"agent":[90],"retrieves":[92],"detailed":[93],"answers":[97],"collection-specific":[98],"questions.":[99],"The":[100],"leverages":[102],"function-calling":[103],"capabilities":[104],"contemporary":[106],"language":[108],"models":[109],"dynamically":[111],"retrieve":[112],"structured":[113],"external":[116],"APIs,":[117],"enabling":[118],"fast,":[119],"real-time":[120],"interaction":[121],"with":[122,139],"extensive":[123],"frequently":[125],"updated":[126],"datasets.":[127],"Our":[128],"work":[129],"provides":[130],"new":[132],"approach":[133],"connecting":[135],"museum":[137],"language-based":[141],"queries":[142],"informs":[144],"future":[145],"designs":[146],"agents":[150],"museums.":[154]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-03-13T00:00:00"}