{"id":"https://openalex.org/W4285731179","doi":"https://doi.org/10.1007/s11192-022-04462-y","title":"Cover papers of top journals are reliable source for emerging topics detection: a machine learning based prediction framework","display_name":"Cover papers of top journals are reliable source for emerging topics detection: a machine learning based prediction framework","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4285731179","doi":"https://doi.org/10.1007/s11192-022-04462-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/35875341"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-022-04462-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04462-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04462-y.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04462-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083322623","display_name":"Wenjie Wei","orcid":"https://orcid.org/0000-0002-1990-139X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Wei","raw_affiliation_strings":["College of Electronics and Information Engineering, Tongji University, Shanghai, 200092 China","Tongji University Library, Tongji University, Shanghai, 200092 China","Tongji University Library, Tongji University, Shanghai, 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Tongji University, Shanghai, 200092 China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University Library, Tongji University, Shanghai, 200092 China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University Library, Tongji University, Shanghai, 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101974806","display_name":"Hongxu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxu Liu","raw_affiliation_strings":["Tongji University Library, Tongji University, Shanghai, 200092 China","Tongji University Library, Tongji University, Shanghai, 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University Library, Tongji University, Shanghai, 200092 China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University Library, Tongji University, Shanghai, 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047726893","display_name":"Zhuanlan Sun","orcid":"https://orcid.org/0000-0003-4958-7351"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhuanlan Sun","raw_affiliation_strings":["Institute of High-Quality Development Evaluation, Nanjing University of Posts and Telecommunications, Nanjing, 210003 China","Institute of High-Quality Development Evaluation, Nanjing University of Posts and Telecommunications, Nanjing, 210003, China"],"raw_orcid":"https://orcid.org/0000-0003-4958-7351","affiliations":[{"raw_affiliation_string":"Institute of High-Quality Development Evaluation, Nanjing University of Posts and Telecommunications, Nanjing, 210003 China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"Institute of High-Quality Development Evaluation, Nanjing University of Posts and Telecommunications, Nanjing, 210003, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047726893"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":2.0485,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87830227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"127","issue":"8","first_page":"4315","last_page":"4333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9890999794006348,"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":0.9890999794006348,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9678999781608582,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9225999712944031,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.7280407547950745},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.7190743088722229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6895447373390198},{"id":"https://openalex.org/keywords/judgement","display_name":"Judgement","score":0.6022701859474182},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5839700102806091},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5737224817276001},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5517574548721313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5081605911254883},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4818536043167114},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.4784800410270691},{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.47730860114097595},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.4604424238204956},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.44358935952186584},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25794193148612976},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.11485978960990906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1024046540260315},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08797240257263184}],"concepts":[{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.7280407547950745},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.7190743088722229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6895447373390198},{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.6022701859474182},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5839700102806091},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5737224817276001},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5517574548721313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5081605911254883},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4818536043167114},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.4784800410270691},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.47730860114097595},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.4604424238204956},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.44358935952186584},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25794193148612976},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.11485978960990906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1024046540260315},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08797240257263184},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11192-022-04462-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04462-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04462-y.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},{"id":"pmid:35875341","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35875341","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":null},{"id":"pmh:oai:RePEc:spr:scient:v:127:y:2022:i:8:d:10.1007_s11192-022-04462-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-022-04462-y","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:9294791","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9294791","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientometrics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11192-022-04462-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04462-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04462-y.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285731179.pdf","grobid_xml":"https://content.openalex.org/works/W4285731179.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W396027602","https://openalex.org/W588062613","https://openalex.org/W1533592001","https://openalex.org/W1544435011","https://openalex.org/W1705374806","https://openalex.org/W1732828232","https://openalex.org/W1907286193","https://openalex.org/W1927727507","https://openalex.org/W1965631677","https://openalex.org/W1968782143","https://openalex.org/W2001082470","https://openalex.org/W2002762750","https://openalex.org/W2006604430","https://openalex.org/W2043566294","https://openalex.org/W2048009865","https://openalex.org/W2066752129","https://openalex.org/W2093605115","https://openalex.org/W2148143831","https://openalex.org/W2148763605","https://openalex.org/W2155653793","https://openalex.org/W2163168379","https://openalex.org/W2164277894","https://openalex.org/W2171817276","https://openalex.org/W2172060839","https://openalex.org/W2411920841","https://openalex.org/W2737321227","https://openalex.org/W2766802815","https://openalex.org/W2768852601","https://openalex.org/W2799297936","https://openalex.org/W2894420444","https://openalex.org/W2896629373","https://openalex.org/W2901401634","https://openalex.org/W2906164196","https://openalex.org/W2908174166","https://openalex.org/W2913773162","https://openalex.org/W2950657507","https://openalex.org/W2955741838","https://openalex.org/W2963913883","https://openalex.org/W2964325543","https://openalex.org/W2965733891","https://openalex.org/W2973150292","https://openalex.org/W2980439840","https://openalex.org/W2985885616","https://openalex.org/W2987046955","https://openalex.org/W2990165386","https://openalex.org/W2991121888","https://openalex.org/W2992034055","https://openalex.org/W3009101358","https://openalex.org/W3015494591","https://openalex.org/W3020436075","https://openalex.org/W3021299056","https://openalex.org/W3027663892","https://openalex.org/W3035862677","https://openalex.org/W3082772624","https://openalex.org/W3091862269","https://openalex.org/W3093268518","https://openalex.org/W3099600975","https://openalex.org/W3111353187","https://openalex.org/W3112448250","https://openalex.org/W3114368595","https://openalex.org/W3120922704","https://openalex.org/W3123050710","https://openalex.org/W3124680412","https://openalex.org/W3127396246","https://openalex.org/W3165198619","https://openalex.org/W4200491461","https://openalex.org/W4213101098","https://openalex.org/W6639619044","https://openalex.org/W6675354045","https://openalex.org/W6691594206","https://openalex.org/W6703074907","https://openalex.org/W6771638040","https://openalex.org/W6791373111"],"related_works":["https://openalex.org/W2886802431","https://openalex.org/W4388216822","https://openalex.org/W1761762290","https://openalex.org/W4391191813","https://openalex.org/W4387575966","https://openalex.org/W4389095033","https://openalex.org/W2608652318","https://openalex.org/W3003941550","https://openalex.org/W2895536775","https://openalex.org/W3033552494"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
