{"id":"https://openalex.org/W2210844442","doi":"https://doi.org/10.1109/bibm.2015.7359729","title":"Learning to rank for biomedical information retrieval","display_name":"Learning to rank for biomedical information retrieval","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2210844442","doi":"https://doi.org/10.1109/bibm.2015.7359729","mag":"2210844442"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2015.7359729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2015.7359729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062895972","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0001-5453-978X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xu","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023931221","display_name":"Hongfei Lin","orcid":"https://orcid.org/0000-0003-0872-7688"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfei Lin","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100880713","display_name":"Yuan Lin","orcid":"https://orcid.org/0000-0002-8275-9306"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Lin","raw_affiliation_strings":["School of Public Administration and Law, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Administration and Law, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089673994","display_name":"Yunlong Ma","orcid":"https://orcid.org/0000-0002-3172-025X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Ma","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032091007","display_name":"Liang Yang","orcid":"https://orcid.org/0000-0002-5557-7515"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Yang","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370326","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0001-5130-300X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051597671","display_name":"Zhihao Yang","orcid":"https://orcid.org/0000-0001-6186-2024"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Yang","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"464","last_page":"469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.995199978351593,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8447168469429016},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.771049976348877},{"id":"https://openalex.org/keywords/biomedicine","display_name":"Biomedicine","score":0.737665057182312},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6923403739929199},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6679390072822571},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6603713035583496},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6117374300956726},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.563433051109314},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4354020953178406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3532983660697937},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.12644124031066895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8447168469429016},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.771049976348877},{"id":"https://openalex.org/C66782513","wikidata":"https://www.wikidata.org/wiki/Q864601","display_name":"Biomedicine","level":2,"score":0.737665057182312},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6923403739929199},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6679390072822571},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6603713035583496},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6117374300956726},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.563433051109314},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4354020953178406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3532983660697937},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.12644124031066895},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2015.7359729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2015.7359729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W93553280","https://openalex.org/W184905683","https://openalex.org/W1482214997","https://openalex.org/W1507745332","https://openalex.org/W1552767446","https://openalex.org/W1589928829","https://openalex.org/W1660390307","https://openalex.org/W1708221419","https://openalex.org/W1973435495","https://openalex.org/W1987554467","https://openalex.org/W2007815473","https://openalex.org/W2047221353","https://openalex.org/W2076039929","https://openalex.org/W2091158010","https://openalex.org/W2094145178","https://openalex.org/W2108862644","https://openalex.org/W2114453188","https://openalex.org/W2115584760","https://openalex.org/W2120724560","https://openalex.org/W2122040421","https://openalex.org/W2125398996","https://openalex.org/W2128877075","https://openalex.org/W2134506009","https://openalex.org/W2136542423","https://openalex.org/W2142537246","https://openalex.org/W2143331230","https://openalex.org/W2143545507","https://openalex.org/W2149427297","https://openalex.org/W2917293077","https://openalex.org/W4240913316","https://openalex.org/W4285719527","https://openalex.org/W6607690188","https://openalex.org/W6628905179","https://openalex.org/W6632992187","https://openalex.org/W6677385034"],"related_works":["https://openalex.org/W2150136235","https://openalex.org/W2053591227","https://openalex.org/W2581240705","https://openalex.org/W2041353081","https://openalex.org/W3127142483","https://openalex.org/W2568183987","https://openalex.org/W3160516639","https://openalex.org/W4385565564","https://openalex.org/W2898073868","https://openalex.org/W2138488530"],"abstract_inverted_index":{"Research":[0],"articles":[1],"in":[2,179,194],"biomedicine":[3,48],"domain":[4,49,54],"have":[5],"increased":[6],"exponentially,":[7],"which":[8,88,119],"makes":[9],"it":[10,38],"more":[11,13],"and":[12,158],"difficult":[14],"for":[15,143],"biologists":[16],"to":[17,30,43,47,86,93,106,135,176],"manually":[18],"capture":[19],"all":[20],"the":[21,32,59,65,68,79,102,108,111,125,132,137,140,148,171,196],"information":[22,35,70,81,200],"they":[23],"need.":[24],"Information":[25],"retrieval":[26,82,162],"technologies":[27,46],"can":[28],"help":[29],"obtain":[31],"users'":[33],"needed":[34],"automatically.":[36],"However,":[37],"is":[39,192],"a":[40,74,144],"great":[41],"challenge":[42],"apply":[44],"these":[45],"directly":[50],"because":[51],"of":[52,61,67,110,113,139,173,198],"some":[53],"specific":[55],"characteristics,":[56],"such":[57],"as":[58,164],"abundance":[60,112],"terminologies.":[62],"To":[63],"enhance":[64],"effectiveness":[66],"biomedical":[69,199],"retrieval,":[71],"we":[72,104,151,168],"propose":[73,152],"novel":[75,154],"framework":[76,191],"based":[77,96],"on":[78,97,121,184],"state-of-the-art":[80],"methods,":[83],"called":[84],"learning":[85,165,175],"rank,":[87],"has":[89],"been":[90],"proved":[91],"effective":[92,193],"rank":[94,177],"documents":[95,128],"their":[98],"relevance":[99],"degree.":[100],"In":[101,147],"framework,":[103],"attempt":[105],"tackle":[107],"problem":[109],"terminologies":[114],"by":[115],"constructing":[116],"ranking":[117],"models,":[118],"focus":[120],"not":[122],"only":[123],"retrieving":[124],"most":[126],"relevant":[127],"but":[129],"also":[130,169],"diversifying":[131],"searching":[133],"results":[134,183],"increase":[136],"completeness":[138],"resulting":[141],"list":[142],"given":[145],"query.":[146],"model":[149],"training,":[150],"two":[153],"document":[155],"labeling":[156],"strategies,":[157],"combine":[159],"several":[160],"traditional":[161],"models":[163],"features.":[166],"Besides,":[167],"investigate":[170],"usefulness":[172],"different":[174],"approaches":[178],"our":[180,189],"framework.":[181],"Experimental":[182],"TREC":[185],"Genomics":[186],"datasets":[187],"demonstrate":[188],"proposed":[190],"improving":[195],"performance":[197],"retrieval.":[201]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
