{"id":"https://openalex.org/W4411069627","doi":"https://doi.org/10.1007/s10115-025-02434-1","title":"Cost-effective data fusion in information retrieval","display_name":"Cost-effective data fusion in information retrieval","publication_year":2025,"publication_date":"2025-06-05","ids":{"openalex":"https://openalex.org/W4411069627","doi":"https://doi.org/10.1007/s10115-025-02434-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-025-02434-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-025-02434-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-025-02434-1.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10115-025-02434-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100618856","display_name":"Jiahui Sun","orcid":"https://orcid.org/0009-0004-7159-7315"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahui Sun","raw_affiliation_strings":["School of Computer Science, Jiangsu University, Zhenjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072246520","display_name":"Shengli Wu","orcid":"https://orcid.org/0000-0003-2008-1736"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Shengli Wu","raw_affiliation_strings":["School of Computer Science, Jiangsu University, Zhenjiang, China","School of Computing, Ulster University, Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computing, Ulster University, Belfast, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021247547","display_name":"Chris Nugent","orcid":"https://orcid.org/0000-0003-0882-7902"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris Nugent","raw_affiliation_strings":["School of Computing, Ulster University, Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Belfast, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012861339","display_name":"Adrian Moore","orcid":"https://orcid.org/0000-0001-6545-3228"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adrian Moore","raw_affiliation_strings":["School of Computing, Ulster University, Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Belfast, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100618856"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":1.9057,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87566193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"67","issue":"10","first_page":"8551","last_page":"8575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9966999888420105,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9962000250816345,"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/computer-science","display_name":"Computer science","score":0.6470874547958374},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5943498611450195},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5091509222984314},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.4937649667263031},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4320324957370758},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3359714150428772}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6470874547958374},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5943498611450195},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5091509222984314},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.4937649667263031},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4320324957370758},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3359714150428772}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10115-025-02434-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-025-02434-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-025-02434-1.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/66390856-08bf-444c-8278-d51c2ca1f302","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/66390856-08bf-444c-8278-d51c2ca1f302","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sun, J, Wu, S, Nugent, C & Moore, A 2025, 'Cost-effective data fusion in information retrieval', Knowledge and Information Systems, vol. 67, no. 10, pp. 8551-8575. https://doi.org/10.1007/s10115-025-02434-1","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10115-025-02434-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-025-02434-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-025-02434-1.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411069627.pdf","grobid_xml":"https://content.openalex.org/works/W4411069627.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1510650531","https://openalex.org/W1511363262","https://openalex.org/W1831609213","https://openalex.org/W1983595289","https://openalex.org/W1988686126","https://openalex.org/W2009954908","https://openalex.org/W2025604321","https://openalex.org/W2049208190","https://openalex.org/W2056975304","https://openalex.org/W2078480876","https://openalex.org/W2100240666","https://openalex.org/W2102698119","https://openalex.org/W2109244020","https://openalex.org/W2124504084","https://openalex.org/W2141211365","https://openalex.org/W2143331230","https://openalex.org/W2148972377","https://openalex.org/W2170907675","https://openalex.org/W2175347238","https://openalex.org/W2341384651","https://openalex.org/W2423063488","https://openalex.org/W2503498148","https://openalex.org/W2566843992","https://openalex.org/W2740692915","https://openalex.org/W2901234380","https://openalex.org/W2911489562","https://openalex.org/W2973105206","https://openalex.org/W2999622169","https://openalex.org/W3003185440","https://openalex.org/W3042203253","https://openalex.org/W3093560533","https://openalex.org/W3098365847","https://openalex.org/W3114962450","https://openalex.org/W3121818148","https://openalex.org/W3200098776","https://openalex.org/W3201524770","https://openalex.org/W4200629808","https://openalex.org/W4225593490","https://openalex.org/W4245885733","https://openalex.org/W4298007934","https://openalex.org/W4309797620","https://openalex.org/W4313164418","https://openalex.org/W4377138005","https://openalex.org/W4387078920","https://openalex.org/W4387081027","https://openalex.org/W4387171785","https://openalex.org/W4387316167","https://openalex.org/W4390692489","https://openalex.org/W4397008743","https://openalex.org/W4399410043","https://openalex.org/W4399413339","https://openalex.org/W4399997654"],"related_works":["https://openalex.org/W3088112989","https://openalex.org/W2392793229","https://openalex.org/W2103761320","https://openalex.org/W2348824220","https://openalex.org/W2136123817","https://openalex.org/W3028432408","https://openalex.org/W2048373740","https://openalex.org/W2608696184","https://openalex.org/W2166350757","https://openalex.org/W2769041751"],"abstract_inverted_index":{"Abstract":[0],"Data":[1],"fusion":[2,16,53,76,114],"has":[3],"demonstrated":[4],"its":[5],"effectiveness":[6],"in":[7,105],"enhancing":[8],"information":[9],"retrieval":[10],"across":[11],"various":[12],"studies.":[13],"However,":[14],"advanced":[15],"methods":[17,41],"typically":[18],"require":[19],"a":[20,96],"dataset":[21,97],"with":[22,71,128],"extensive":[23],"relevance":[24,49],"judgments":[25,50],"to":[26,46,88,95,116,120],"train":[27],"optimal":[28],"model":[29,54],"weights,":[30],"necessitating":[31],"labor-intensive":[32],"and":[33,51,65,101,122,132],"costly":[34],"manual":[35],"efforts.":[36],"This":[37,93],"study":[38],"explores":[39],"efficient":[40],"for":[42,112],"generating":[43],"training":[44],"data":[45],"facilitate":[47],"affordable":[48],"improve":[52],"quality.":[55],"Experiments":[56],"conducted":[57],"on":[58],"six":[59],"datasets":[60],"from":[61],"TREC\u2019s":[62],"Precision":[63],"Medicine":[64],"Deep":[66],"Learning":[67],"tracks":[68],"reveal":[69],"that":[70],"careful":[72],"sampling":[73],"design,":[74],"near-optimal":[75],"weights":[77],"can":[78],"be":[79],"achieved":[80],"using":[81],"only":[82],"5%":[83],"of":[84],"the":[85,89,110],"documents":[86,104],"compared":[87],"full":[90],"TREC":[91],"judgments.":[92],"translates":[94],"comprising":[98],"20":[99],"queries":[100],"500":[102],"relevance-judged":[103],"total.":[106],"The":[107],"findings":[108],"highlight":[109],"potential":[111],"sophisticated":[113],"techniques":[115],"become":[117],"more":[118],"accessible":[119],"researchers":[121],"practitioners,":[123],"delivering":[124],"substantial":[125],"performance":[126],"improvements":[127],"minimal":[129],"judgment":[130],"effort":[131],"cost.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}