{"id":"https://openalex.org/W1648821987","doi":"https://doi.org/10.3233/sw-150185","title":"DWRank: Learning concept ranking for ontology search","display_name":"DWRank: Learning concept ranking for ontology search","publication_year":2016,"publication_date":"2016-05-27","ids":{"openalex":"https://openalex.org/W1648821987","doi":"https://doi.org/10.3233/sw-150185","mag":"1648821987"},"language":"en","primary_location":{"id":"doi:10.3233/sw-150185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/sw-150185","pdf_url":null,"source":{"id":"https://openalex.org/S4210177235","display_name":"Semantic Web","issn_l":"1570-0844","issn":["1570-0844","2210-4968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Web","raw_type":"journal-article"},"type":"article","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/A5061546828","display_name":"Anila Sahar Butt","orcid":"https://orcid.org/0000-0002-3508-6049"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Anila Sahar Butt","raw_affiliation_strings":["Australian National University, Canberra, Australia. E-mails:\u00a0anila.butt@anu.edu.au,\u00a0armin.haller@anu.edu.au,\u00a0lexing.xie@anu.edu.au","CSIRO Digital Productivity, Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian National University, Canberra, Australia. E-mails:\u00a0anila.butt@anu.edu.au,\u00a0armin.haller@anu.edu.au,\u00a0lexing.xie@anu.edu.au","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"CSIRO Digital Productivity, Canberra, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072221152","display_name":"Armin Haller","orcid":"https://orcid.org/0000-0003-3425-0780"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Armin Haller","raw_affiliation_strings":["Australian National University, Canberra, Australia. E-mails:\u00a0anila.butt@anu.edu.au,\u00a0armin.haller@anu.edu.au,\u00a0lexing.xie@anu.edu.au"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian National University, Canberra, Australia. E-mails:\u00a0anila.butt@anu.edu.au,\u00a0armin.haller@anu.edu.au,\u00a0lexing.xie@anu.edu.au","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049449495","display_name":"Lexing Xie","orcid":"https://orcid.org/0000-0001-8319-0118"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lexing Xie","raw_affiliation_strings":["Australian National University, Canberra, Australia. E-mails:\u00a0anila.butt@anu.edu.au,\u00a0armin.haller@anu.edu.au,\u00a0lexing.xie@anu.edu.au"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian National University, Canberra, Australia. E-mails:\u00a0anila.butt@anu.edu.au,\u00a0armin.haller@anu.edu.au,\u00a0lexing.xie@anu.edu.au","institution_ids":["https://openalex.org/I118347636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061546828"],"corresponding_institution_ids":["https://openalex.org/I118347636","https://openalex.org/I1292875679"],"apc_list":null,"apc_paid":null,"fwci":5.1972,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95572329,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"447","last_page":"461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9994000196456909,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9945999979972839,"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/T11719","display_name":"Data Quality and Management","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7653541564941406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7371300458908081},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6670947074890137},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6478893756866455},{"id":"https://openalex.org/keywords/ontology-learning","display_name":"Ontology learning","score":0.6476573944091797},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.5441542267799377},{"id":"https://openalex.org/keywords/ontology-alignment","display_name":"Ontology alignment","score":0.5396490097045898},{"id":"https://openalex.org/keywords/ontology-based-data-integration","display_name":"Ontology-based data integration","score":0.5316211581230164},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5181849598884583},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.5157818794250488},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.48809611797332764},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4779655635356903},{"id":"https://openalex.org/keywords/suggested-upper-merged-ontology","display_name":"Suggested Upper Merged Ontology","score":0.4656112492084503},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.4639517664909363},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4268868565559387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36290526390075684},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3305697441101074},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.30199670791625977},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17665332555770874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1156388521194458}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7653541564941406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7371300458908081},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6670947074890137},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6478893756866455},{"id":"https://openalex.org/C2777002027","wikidata":"https://www.wikidata.org/wiki/Q3620938","display_name":"Ontology learning","level":5,"score":0.6476573944091797},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.5441542267799377},{"id":"https://openalex.org/C98893333","wikidata":"https://www.wikidata.org/wiki/Q4339878","display_name":"Ontology alignment","level":4,"score":0.5396490097045898},{"id":"https://openalex.org/C22550185","wikidata":"https://www.wikidata.org/wiki/Q7095047","display_name":"Ontology-based data integration","level":3,"score":0.5316211581230164},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5181849598884583},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.5157818794250488},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.48809611797332764},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4779655635356903},{"id":"https://openalex.org/C50971890","wikidata":"https://www.wikidata.org/wiki/Q7635093","display_name":"Suggested Upper Merged Ontology","level":4,"score":0.4656112492084503},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.4639517664909363},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4268868565559387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36290526390075684},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3305697441101074},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.30199670791625977},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17665332555770874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1156388521194458},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/sw-150185","is_oa":false,"landing_page_url":"https://doi.org/10.3233/sw-150185","pdf_url":null,"source":{"id":"https://openalex.org/S4210177235","display_name":"Semantic Web","issn_l":"1570-0844","issn":["1570-0844","2210-4968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Web","raw_type":"journal-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/108873","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/108873","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Semantic Web","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W93704632","https://openalex.org/W171940191","https://openalex.org/W1482214997","https://openalex.org/W1511328045","https://openalex.org/W1528140876","https://openalex.org/W1547730481","https://openalex.org/W1648056358","https://openalex.org/W1692244837","https://openalex.org/W1831908801","https://openalex.org/W1854214752","https://openalex.org/W1937427849","https://openalex.org/W1948438412","https://openalex.org/W1978394996","https://openalex.org/W1978799369","https://openalex.org/W2034912561","https://openalex.org/W2048562911","https://openalex.org/W2077044157","https://openalex.org/W2083129660","https://openalex.org/W2107151632","https://openalex.org/W2120724560","https://openalex.org/W2120977445","https://openalex.org/W2131660156","https://openalex.org/W2135408592","https://openalex.org/W2138621811","https://openalex.org/W2142216989","https://openalex.org/W2143326402","https://openalex.org/W2165612380","https://openalex.org/W2188241042","https://openalex.org/W2237747178","https://openalex.org/W2407779602","https://openalex.org/W6714048071","https://openalex.org/W6797197707"],"related_works":["https://openalex.org/W2028429940","https://openalex.org/W2015306306","https://openalex.org/W4255991504","https://openalex.org/W2075489301","https://openalex.org/W2363188691","https://openalex.org/W2732632690","https://openalex.org/W2765352056","https://openalex.org/W2375862234","https://openalex.org/W2612291616","https://openalex.org/W2002382892"],"abstract_inverted_index":{"With":[0],"the":[1,8,31,79,82,85,94,97,115,119,144,154,157,162,168,171,178,189,200,203,208,224,229,233,239],"recent":[2],"growth":[3],"of":[4,33,66,81,96,156,170,174,192,202,223,232,238],"Linked":[5],"Data":[6],"on":[7,39,148],"Web":[9],"there":[10],"is":[11,90,102],"an":[12,70],"increased":[13,230],"need":[14],"for":[15,58,118,153,207],"knowledge":[16],"engineers":[17],"to":[18,21,72,84,110,113,182,213],"find":[19,214],"ontologies":[20,37],"describe":[22],"their":[23],"data.":[24],"Only":[25],"limited":[26],"work":[27],"exists":[28],"that":[29,140,227],"addresses":[30],"problem":[32],"searching":[34],"and":[35,93,132,187,218],"ranking":[36,56,122,130,146,180],"based":[38],"a":[40,50,67,77,108,149,184,220],"given":[41],"query":[42],"term.":[43],"In":[44,164],"this":[45,195],"paper":[46],"we":[47,166,198],"introduce":[48],"DWRank,":[49],"tw":[51],"o-staged":[52],"bi-directional":[53],"graph":[54],"walk":[55],"algorithm":[57,176],"concepts":[59],"in":[60,69,76,99,161,194,211],"ontologies.":[61],"DWRank":[62,105,126,141,193,212],"characterises":[63],"two":[64,120],"features":[65],"concept":[68,83,185],"ontology":[71,86,98,129,151,225,234],"determine":[73,183],"its":[74],"rank":[75],"corpus,":[78],"centrality":[80,186],"within":[87],"which":[88,100],"it":[89,101],"defined":[91,103,160],"(HubScore)":[92],"authoritativeness":[95],"(AuthorityScore).":[104],"then":[106],"uses":[107],"Learning":[109],"Rank":[111],"approach":[112],"learn":[114],"feature":[116],"weights":[117],"aforementioned":[121],"strategies.":[123],"We":[124],"compare":[125,167],"with":[127,177],"state-of-the-art":[128,179],"models":[131,147],"traditional":[133],"information":[134],"retrieval":[135],"algorithms.":[136],"This":[137],"evaluation":[138],"shows":[139,228],"significantly":[142],"outperforms":[143],"best":[145],"benchmark":[150],"collection":[152],"majority":[155],"sample":[158],"queries":[159],"benchmark.":[163],"addition,":[165],"effectiveness":[169,201],"HubScore":[172],"part":[173],"our":[175],"model":[181],"show":[188],"improved":[190],"performance":[191],"aspect.":[196],"Finally,":[197],"evaluate":[199],"design":[204],"decisions":[205],"made":[206],"AuthorityScore":[209],"method":[210],"missing":[215],"inter-ontology":[216,241],"links":[217],"present":[219],"graph-based":[221],"analysis":[222],"corpus":[226,235],"connectivity":[231],"after":[236],"extraction":[237],"implicit":[240],"links.":[242]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
