{"id":"https://openalex.org/W3165198619","doi":"https://doi.org/10.1016/j.eswa.2021.115261","title":"A decision support system for automating document retrieval and citation screening","display_name":"A decision support system for automating document retrieval and citation screening","publication_year":2021,"publication_date":"2021-05-25","ids":{"openalex":"https://openalex.org/W3165198619","doi":"https://doi.org/10.1016/j.eswa.2021.115261","mag":"3165198619"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2021.115261","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.eswa.2021.115261","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.eswa.2021.115261","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026244355","display_name":"Raymon van Dinter","orcid":"https://orcid.org/0000-0002-1811-8803"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Raymon van Dinter","raw_affiliation_strings":["Information Technology Group, Wageningen University & Research, Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Group, Wageningen University & Research, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038073619","display_name":"Cagatay Catal","orcid":"https://orcid.org/0000-0003-0959-2930"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Cagatay Catal","raw_affiliation_strings":["Computer Science and Engineering, Qatar University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0003-0959-2930","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002683918","display_name":"Bedir Teki\u0307nerdo\u011fan","orcid":"https://orcid.org/0000-0002-8538-7261"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bedir Tekinerdogan","raw_affiliation_strings":["Information Technology Group, Wageningen University & Research, Wageningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-8538-7261","affiliations":[{"raw_affiliation_string":"Information Technology Group, Wageningen University & Research, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038073619"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":{"value":2287,"currency":"EUR","value_usd":2466},"fwci":7.5808,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.96901024,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"182","issue":null,"first_page":"115261","last_page":"115261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9678000211715698,"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":0.9678000211715698,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9639999866485596,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9588000178337097,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8634891510009766},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5993200540542603},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5797492265701294},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5674975514411926},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.547588586807251},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5176501870155334},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5119844079017639},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4994935989379883},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49734190106391907},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.47371524572372437},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.4624498188495636},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4366455078125},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42675501108169556},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3643995523452759},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32025885581970215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2444044053554535},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12445250153541565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8634891510009766},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5993200540542603},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5797492265701294},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5674975514411926},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.547588586807251},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5176501870155334},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5119844079017639},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4994935989379883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49734190106391907},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.47371524572372437},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.4624498188495636},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4366455078125},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42675501108169556},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3643995523452759},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32025885581970215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2444044053554535},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12445250153541565},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.eswa.2021.115261","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.eswa.2021.115261","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/24459055","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_decision_support_system_for_automating_document_retrieval_and_citation_screening/24459055","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/36808","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/36808","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/583944","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/a-decision-support-system-for-automating-document-retrieval-and-c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Expert Systems with Applications, 182","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.eswa.2021.115261","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.eswa.2021.115261","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334468","display_name":"Qatar National Library","ror":"https://ror.org/02jv93662"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W168362576","https://openalex.org/W1518915140","https://openalex.org/W1585513897","https://openalex.org/W1977717877","https://openalex.org/W2022645200","https://openalex.org/W2037771830","https://openalex.org/W2043566294","https://openalex.org/W2095601341","https://openalex.org/W2099883114","https://openalex.org/W2113035899","https://openalex.org/W2122962110","https://openalex.org/W2125873738","https://openalex.org/W2163168379","https://openalex.org/W2170207476","https://openalex.org/W2183168769","https://openalex.org/W2250539671","https://openalex.org/W2324936983","https://openalex.org/W2397182203","https://openalex.org/W2413669350","https://openalex.org/W2492576063","https://openalex.org/W2585449608","https://openalex.org/W2588479992","https://openalex.org/W2621485502","https://openalex.org/W2657315003","https://openalex.org/W2805303998","https://openalex.org/W2886527588","https://openalex.org/W2891488835","https://openalex.org/W2905431510","https://openalex.org/W2911142796","https://openalex.org/W2914318823","https://openalex.org/W2930957955","https://openalex.org/W2953029151","https://openalex.org/W2961191798","https://openalex.org/W2969341057","https://openalex.org/W2999783216","https://openalex.org/W3003735349","https://openalex.org/W3011000180","https://openalex.org/W3021312121","https://openalex.org/W3023715695","https://openalex.org/W3058507927","https://openalex.org/W3112756409","https://openalex.org/W3149778443","https://openalex.org/W4232988863","https://openalex.org/W4244854391","https://openalex.org/W4251025858","https://openalex.org/W6659726106","https://openalex.org/W6691431627","https://openalex.org/W6733607209","https://openalex.org/W6739024505","https://openalex.org/W6758463952","https://openalex.org/W6777418044"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2378211422","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W1480123525","https://openalex.org/W2414054180","https://openalex.org/W4214892316"],"abstract_inverted_index":{"The":[0,88,168,202,252],"systematic":[1,245],"literature":[2,246],"review":[3,189,233],"(SLR)":[4],"process":[5],"includes":[6],"several":[7],"steps":[8,30],"to":[9,16,51,96,124,142,213],"collect":[10],"secondary":[11],"data":[12],"and":[13,26,34,42,55,61,85,107,159,175,257,264,269],"analyze":[14],"it":[15,93],"answer":[17],"research":[18],"questions.":[19],"In":[20,221],"this":[21],"context,":[22],"the":[23,58,79,105,120,127,144,149,166,191,207,231,237,242,250,261],"document":[24,59,80,262],"retrieval":[25,60,81,263],"primary":[27,62],"study":[28,49,63],"selection":[29,64],"are":[31,172],"heavily":[32],"intertwined":[33],"known":[35],"for":[36,134,184],"their":[37,156],"repetitiveness,":[38],"high":[39],"human":[40,53],"workload,":[41],"difficulty":[43],"identifying":[44],"all":[45],"relevant":[46],"literature.":[47],"This":[48],"aims":[50],"reduce":[52],"workload":[54,196,268],"error":[56,270],"of":[57,165,187,198,215,244,249],"processes":[65],"using":[66],"a":[67,163,227],"decision":[68],"support":[69,143],"system":[70,208],"(DSS).":[71],"An":[72],"open-source":[73],"DSS":[74,89,121,254],"is":[75,90,122,140,255],"proposed":[76,238,253],"that":[77,183,206],"supports":[78],"step,":[82],"dataset":[83],"preprocessing,":[84],"citation":[86,145,219,265],"classification.":[87],"domain-independent,":[91],"as":[92],"has":[94],"proven":[95],"carefully":[97],"select":[98],"an":[99],"article\u2019s":[100],"relevance":[101],"based":[102,177],"solely":[103],"on":[104,178],"title":[106],"abstract.":[108],"These":[109],"features":[110],"can":[111,153,240,258],"be":[112],"consistently":[113],"retrieved":[114],"from":[115],"scientific":[116],"database":[117],"APIs.":[118],"Additionally,":[119],"designed":[123],"run":[125],"in":[126,155],"cloud":[128],"without":[129],"any":[130],"required":[131],"programming":[132],"knowledge":[133],"reviewers.":[135],"A":[136],"Multi-Channel":[137],"CNN":[138],"architecture":[139],"implemented":[141],"screening":[146,266],"process.":[147],"With":[148],"provided":[150],"DSS,":[151],"reviewers":[152],"fill":[154],"search":[157],"strategy":[158],"manually":[160],"label":[161],"only":[162],"subset":[164],"citations.":[167],"remaining":[169],"unlabeled":[170],"citations":[171],"automatically":[173],"classified":[174],"sorted":[176],"probability.":[179],"It":[180],"was":[181],"shown":[182],"four":[185],"out":[186],"five":[188],"datasets,":[190],"DSS's":[192],"use":[193],"achieved":[194],"significant":[195],"savings":[197],"at":[199],"least":[200],"10%.":[201],"cross-validation":[203],"results":[204,211],"show":[205],"provides":[209],"consistent":[210],"up":[212],"88.3%":[214],"work":[216],"saved":[217],"during":[218],"screening.":[220],"two":[222],"cases,":[223],"our":[224],"model":[225],"yielded":[226],"better":[228],"performance":[229],"over":[230],"benchmark":[232],"datasets.":[234],"As":[235],"such,":[236],"approach":[239],"assist":[241],"development":[243],"reviews":[247],"independent":[248],"domain.":[251],"effective":[256],"substantially":[259],"decrease":[260],"steps'":[267],"rate.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2025-10-10T00:00:00"}