{"id":"https://openalex.org/W4387608636","doi":"https://doi.org/10.15439/2023f1627","title":"Reranking for a Polish Medical Search Engine","display_name":"Reranking for a Polish Medical Search Engine","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387608636","doi":"https://doi.org/10.15439/2023f1627"},"language":"en","primary_location":{"id":"doi:10.15439/2023f1627","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f1627","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/1627.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/1627.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055549839","display_name":"Jakub Pokrywka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116091","display_name":"Department of Physics, Mathematics and Informatics","ror":"https://ror.org/023sm4k53","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210116091"]}],"countries":["BY"],"is_corresponding":true,"raw_author_name":"Jakub Pokrywka","raw_affiliation_strings":["University Faculty of Mathematics and Computer Science ,","University Faculty of Mathematics and Computer Science,"],"affiliations":[{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science ,","institution_ids":["https://openalex.org/I4210116091"]},{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035830319","display_name":"Krzysztof Jassem","orcid":"https://orcid.org/0000-0001-7122-9206"},"institutions":[{"id":"https://openalex.org/I4210116091","display_name":"Department of Physics, Mathematics and Informatics","ror":"https://ror.org/023sm4k53","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210116091"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Krzysztof Jassem","raw_affiliation_strings":["University Faculty of Mathematics and Computer Science ,","University Faculty of Mathematics and Computer Science,"],"affiliations":[{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science ,","institution_ids":["https://openalex.org/I4210116091"]},{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053149781","display_name":"Piotr Wierzcho\u0144","orcid":"https://orcid.org/0000-0002-7658-5362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Piotr Wierzcho\u0144","raw_affiliation_strings":["University Faculty of Mathematics and Computer Science,"],"affiliations":[{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093057124","display_name":"Piotr Badylak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116091","display_name":"Department of Physics, Mathematics and Informatics","ror":"https://ror.org/023sm4k53","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210116091"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Piotr Badylak","raw_affiliation_strings":["University Faculty of Mathematics and Computer Science ,","University Faculty of Mathematics and Computer Science,"],"affiliations":[{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science ,","institution_ids":["https://openalex.org/I4210116091"]},{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093057125","display_name":"Grzegorz Kurzyp","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116091","display_name":"Department of Physics, Mathematics and Informatics","ror":"https://ror.org/023sm4k53","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210116091"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Grzegorz Kurzyp","raw_affiliation_strings":["University Faculty of Mathematics and Computer Science ,","University Faculty of Mathematics and Computer Science,"],"affiliations":[{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science ,","institution_ids":["https://openalex.org/I4210116091"]},{"raw_affiliation_string":"University Faculty of Mathematics and Computer Science,","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055549839"],"corresponding_institution_ids":["https://openalex.org/I4210116091"],"apc_list":null,"apc_paid":null,"fwci":1.382,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87755102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"35","issue":null,"first_page":"297","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.43470001220703125,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.43470001220703125,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.42899999022483826,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.42879998683929443,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.612071692943573},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5408334136009216},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43323901295661926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.612071692943573},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5408334136009216},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43323901295661926}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f1627","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f1627","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/1627.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:634b662eb88a415090eca8431edb173e","is_oa":true,"landing_page_url":"https://doaj.org/article/634b662eb88a415090eca8431edb173e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 35, Pp 297-302 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f1627","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f1627","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/1627.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387608636.pdf","grobid_xml":"https://content.openalex.org/works/W4387608636.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1977134866","https://openalex.org/W2131676173","https://openalex.org/W2889361079","https://openalex.org/W2911489562","https://openalex.org/W2951534261","https://openalex.org/W2970641574","https://openalex.org/W3021457404","https://openalex.org/W3034439313","https://openalex.org/W3035614045","https://openalex.org/W3046375318","https://openalex.org/W3093097038","https://openalex.org/W3093517588","https://openalex.org/W3100452049","https://openalex.org/W3104578551","https://openalex.org/W3142047747","https://openalex.org/W3153833878","https://openalex.org/W3155292524","https://openalex.org/W3155480849","https://openalex.org/W3157789198","https://openalex.org/W3169483174","https://openalex.org/W3198080531","https://openalex.org/W3198713493","https://openalex.org/W3208993554","https://openalex.org/W4224903240","https://openalex.org/W4284706463","https://openalex.org/W4287018294","https://openalex.org/W4287207977","https://openalex.org/W4287252513","https://openalex.org/W4287623114","https://openalex.org/W4287854593","https://openalex.org/W4297253404","https://openalex.org/W4298324482","https://openalex.org/W4309674289","https://openalex.org/W4313197536","https://openalex.org/W4384071683","https://openalex.org/W6679739311","https://openalex.org/W6753892773","https://openalex.org/W6810242208","https://openalex.org/W7070369670"],"related_works":["https://openalex.org/W2085130611","https://openalex.org/W2144358015","https://openalex.org/W2023370952","https://openalex.org/W167737004","https://openalex.org/W2004064649","https://openalex.org/W2185038817","https://openalex.org/W2385957133","https://openalex.org/W3590553","https://openalex.org/W1988452794","https://openalex.org/W1210913068"],"abstract_inverted_index":{"Healthcare":[0],"professionals":[1,70],"are":[2,126],"often":[3],"overworked,":[4],"which":[5],"may":[6,12],"impair":[7],"their":[8,14],"efficacy.Text":[9],"search":[10,46,89,142],"engines":[11],"facilitate":[13],"work.However,":[15],"before":[16],"making":[17],"health":[18],"decisions,":[19],"it":[20],"is":[21,103],"important":[22],"for":[23,42,128],"a":[24,44,88,96,110],"medical":[25,58,69,100],"professional":[26],"to":[27,57,112],"consult":[28],"verified":[29,50],"sources":[30],"rather":[31],"than":[32],"unknown":[33],"web":[34],"pages.In":[35],"this":[36],"work,":[37],"we":[38,80],"present":[39],"our":[40],"approach":[41],"creating":[43],"text":[45],"engine":[47],"based":[48],"on":[49,106],"resources":[51],"in":[52,122,132],"the":[53,77,107,113,123,129],"Polish":[54,130],"language,":[55],"dedicated":[56],"workers.This":[59],"consists":[60],"of":[61,98,109],"collecting":[62],"and":[63,71,87,140],"comprehensively":[64],"analyzing":[65],"texts":[66],"annotated":[67],"by":[68,135],"evaluating":[72],"various":[73],"neural":[74],"reranking":[75],"models.During":[76],"annotation":[78],"process,":[79],"differentiate":[81],"between":[82],"an":[83],"abstract":[84],"information":[85,114],"need":[86],"query.Our":[90],"study":[91],"shows":[92],"that":[93,117],"even":[94],"within":[95],"group":[97],"trained":[99,121],"specialists":[101],"there":[102],"extensive":[104],"disagreement":[105],"relevance":[108],"document":[111],"need.We":[115],"prove":[116],"available":[118],"multilingual":[119],"rerankers":[120],"zero-shot":[124],"setup":[125],"effective":[127],"language":[131,138],"searches":[133],"initiated":[134],"both":[136],"natural":[137],"expressions":[139],"keyword":[141],"queries.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-10-10T00:00:00"}
