{"id":"https://openalex.org/W4328127881","doi":"https://doi.org/10.1007/s11192-023-04681-x","title":"Academic information retrieval using citation clusters: in-depth evaluation based on systematic reviews","display_name":"Academic information retrieval using citation clusters: in-depth evaluation based on systematic reviews","publication_year":2023,"publication_date":"2023-03-21","ids":{"openalex":"https://openalex.org/W4328127881","doi":"https://doi.org/10.1007/s11192-023-04681-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-023-04681-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-023-04681-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-023-04681-x.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","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":"Scientometrics","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/s11192-023-04681-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065022263","display_name":"Juan Pablo Bascur","orcid":"https://orcid.org/0000-0002-4077-1024"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Juan Pablo Bascur","raw_affiliation_strings":["Centre for Science and Technology Studies, Leiden University, Leiden, The Netherlands","Leiden Institute for Advanced Computer Science, Leiden University, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Centre for Science and Technology Studies, Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]},{"raw_affiliation_string":"Leiden Institute for Advanced Computer Science, Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027124439","display_name":"Suzan Verberne","orcid":"https://orcid.org/0000-0002-9609-9505"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Suzan Verberne","raw_affiliation_strings":["Leiden Institute for Advanced Computer Science, Leiden University, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden Institute for Advanced Computer Science, Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079208483","display_name":"Nees Jan van Eck","orcid":"https://orcid.org/0000-0001-8448-4521"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nees Jan van Eck","raw_affiliation_strings":["Centre for Science and Technology Studies, Leiden University, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Centre for Science and Technology Studies, Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027467000","display_name":"Ludo Waltman","orcid":"https://orcid.org/0000-0001-8249-1752"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ludo Waltman","raw_affiliation_strings":["Centre for Science and Technology Studies, Leiden University, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Centre for Science and Technology Studies, Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065022263"],"corresponding_institution_ids":["https://openalex.org/I121797337"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":11.6203,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.98867452,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"128","issue":"5","first_page":"2895","last_page":"2921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9552000164985657,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9514999985694885,"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/information-retrieval","display_name":"Information retrieval","score":0.781151533126831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7480030059814453},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.6087340116500854},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5575298070907593},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.5290079712867737},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5180857181549072},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5041061639785767},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.502321720123291},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.48325949907302856},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.42211470007896423},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4181622266769409},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.416553258895874},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33916598558425903},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16040676832199097},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13248437643051147},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09562665224075317},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09544152021408081}],"concepts":[{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.781151533126831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7480030059814453},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.6087340116500854},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5575298070907593},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.5290079712867737},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5180857181549072},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5041061639785767},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.502321720123291},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.48325949907302856},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.42211470007896423},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4181622266769409},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.416553258895874},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33916598558425903},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16040676832199097},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13248437643051147},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09562665224075317},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09544152021408081},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11192-023-04681-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-023-04681-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-023-04681-x.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","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":"Scientometrics","raw_type":"journal-article"},{"id":"pmh:oai:scholarlypublications.universiteitleiden.nl:item_3674655","is_oa":true,"landing_page_url":"https://hdl.handle.net/1887/3674655","pdf_url":"https://scholarlypublications.universiteitleiden.nl/access/item%3A3674656/view","source":{"id":"https://openalex.org/S4306400850","display_name":"Leiden Repository (Leiden University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121797337","host_organization_name":"Leiden University","host_organization_lineage":["https://openalex.org/I121797337"],"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":"Scientometrics","raw_type":"Article / Letter to editor"},{"id":"pmh:oai:RePEc:spr:scient:v:128:y:2023:i:5:d:10.1007_s11192-023-04681-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-023-04681-x","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s11192-023-04681-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-023-04681-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-023-04681-x.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","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":"Scientometrics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4328127881.pdf"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W1537696678","https://openalex.org/W1618446379","https://openalex.org/W1738373647","https://openalex.org/W1828964362","https://openalex.org/W1849723296","https://openalex.org/W1966122741","https://openalex.org/W1974172838","https://openalex.org/W1984770088","https://openalex.org/W1998032016","https://openalex.org/W1999290016","https://openalex.org/W2002227306","https://openalex.org/W2005207065","https://openalex.org/W2017680781","https://openalex.org/W2023679223","https://openalex.org/W2027788481","https://openalex.org/W2041004369","https://openalex.org/W2041565863","https://openalex.org/W2045584315","https://openalex.org/W2047733065","https://openalex.org/W2050539711","https://openalex.org/W2073196152","https://openalex.org/W2074449313","https://openalex.org/W2084540239","https://openalex.org/W2090908686","https://openalex.org/W2094864959","https://openalex.org/W2099048704","https://openalex.org/W2108680868","https://openalex.org/W2113561798","https://openalex.org/W2126566678","https://openalex.org/W2130900715","https://openalex.org/W2133866209","https://openalex.org/W2145036943","https://openalex.org/W2150220236","https://openalex.org/W2154701989","https://openalex.org/W2155194165","https://openalex.org/W2155355283","https://openalex.org/W2196703117","https://openalex.org/W2340035112","https://openalex.org/W2587960441","https://openalex.org/W2592084954","https://openalex.org/W2599784308","https://openalex.org/W2615236232","https://openalex.org/W2741023348","https://openalex.org/W2776545717","https://openalex.org/W2798556930","https://openalex.org/W2883671141","https://openalex.org/W2897249806","https://openalex.org/W2920181877","https://openalex.org/W2939169817","https://openalex.org/W2941887059","https://openalex.org/W2952721125","https://openalex.org/W2971323371","https://openalex.org/W3000786828","https://openalex.org/W3012958599","https://openalex.org/W3013794879","https://openalex.org/W3017020285","https://openalex.org/W3098227514","https://openalex.org/W3099377388","https://openalex.org/W3106188259","https://openalex.org/W3123986951","https://openalex.org/W4206655101","https://openalex.org/W4211182915","https://openalex.org/W4213009331","https://openalex.org/W4231938865","https://openalex.org/W4238591974","https://openalex.org/W4241122026","https://openalex.org/W4242129433","https://openalex.org/W4247973987","https://openalex.org/W4251113007","https://openalex.org/W4284712781","https://openalex.org/W4293144437","https://openalex.org/W4298364342","https://openalex.org/W6686064273"],"related_works":["https://openalex.org/W2365264209","https://openalex.org/W2509431957","https://openalex.org/W2026999166","https://openalex.org/W2382566571","https://openalex.org/W1599954583","https://openalex.org/W1992685502","https://openalex.org/W4211007821","https://openalex.org/W2358294942","https://openalex.org/W4367460280","https://openalex.org/W4328049145"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"field":[2],"of":[3,10,32,48,59],"science":[4],"mapping":[5],"has":[6,19],"shown":[7],"the":[8,30,57,61,78,84,89,110,130],"power":[9],"citation-based":[11,33,100],"clusters":[12,34,49,111,131],"for":[13,23,35,64,77,114],"literature":[14],"analysis,":[15],"yet":[16],"this":[17],"technique":[18],"barely":[20],"been":[21],"used":[22],"information":[24,36],"retrieval":[25,37],"tasks.":[26,38],"This":[27],"work":[28,112],"evaluates":[29],"performance":[31,103],"We":[39,55,81,97],"simulated":[40],"a":[41,45,51,95,122],"search":[42,102,137],"process":[43],"with":[44],"tree":[46],"hierarchy":[47],"and":[50,75,107,126,128],"cluster":[52,79],"selection":[53],"algorithm.":[54],"evaluated":[56],"task":[58],"finding":[60,139],"relevant":[62,141],"documents":[63],"25":[65],"systematic":[66,90],"reviews.":[67],"Our":[68],"evaluation":[69],"considered":[70],"several":[71],"trade-offs":[72],"between":[73,124],"recall":[74,118],"precision":[76,120],"selection.":[80],"also":[82],"replicated":[83],"Boolean":[85],"queries":[86],"self-reported":[87],"by":[88,138],"reviews":[91],"to":[92,134],"serve":[93],"as":[94],"reference.":[96],"found":[98],"that":[99,109,116,129],"clusters\u2019":[101],"is":[104],"highly":[105],"variable":[106],"unpredictable,":[108],"best":[113],"users":[115],"prefer":[117],"over":[119],"at":[121],"ratio":[123],"2":[125],"8,":[127],"are":[132],"able":[133],"complement":[135],"query-based":[136],"additional":[140],"documents.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}