{"id":"https://openalex.org/W4303449333","doi":"https://doi.org/10.1002/asi.24719","title":"Quantifying scientific breakthroughs by a novel disruption indicator based on knowledge entities","display_name":"Quantifying scientific breakthroughs by a novel disruption indicator based on knowledge entities","publication_year":2022,"publication_date":"2022-10-07","ids":{"openalex":"https://openalex.org/W4303449333","doi":"https://doi.org/10.1002/asi.24719"},"language":"en","primary_location":{"id":"doi:10.1002/asi.24719","doi":"https://doi.org/10.1002/asi.24719","is_oa":false,"landing_page_url":"https://doi.org/10.1002/asi.24719","pdf_url":null,"source":{"id":"https://openalex.org/S4210197613","display_name":"Journal of the Association for Information Science and Technology","issn_l":"2330-1635","issn":["2330-1635","2330-1643"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","fnege-4","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Association for Information Science and Technology","raw_type":"journal-article"},"volume":null,"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/A5101876772","display_name":"Shiyun Wang","orcid":"https://orcid.org/0000-0002-4409-7751","observed_orcids":["https://orcid.org/0000-0002-4409-7751","https://orcid.org/0009-0008-3892-9575"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyun Wang","raw_affiliation_strings":["Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","School of Information Management, Wuhan University, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043723934","display_name":"Yaxue Ma","orcid":"https://orcid.org/0000-0002-3680-3222","observed_orcids":["https://orcid.org/0000-0002-3680-3222"]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaxue Ma","raw_affiliation_strings":["School of Information Management, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003033820","display_name":"Jin Mao","orcid":"https://orcid.org/0000-0001-9572-6709","observed_orcids":["https://orcid.org/0000-0001-9572-6709"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Mao","raw_affiliation_strings":["Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","School of Information Management, Wuhan University, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-9572-6709","affiliations":[{"raw_affiliation_string":"Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101708209","display_name":"Yun Fei Bai","orcid":"https://orcid.org/0000-0003-4237-7589","observed_orcids":["https://orcid.org/0000-0003-4237-7589"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Bai","raw_affiliation_strings":["Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","School of Information Management, Wuhan University, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075143434","display_name":"Zhentao Liang","orcid":"https://orcid.org/0000-0003-2927-3523","observed_orcids":["https://orcid.org/0000-0003-2927-3523"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhentao Liang","raw_affiliation_strings":["Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","School of Information Management, Wuhan University, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0003-2927-3523","affiliations":[{"raw_affiliation_string":"Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009837987","display_name":"Gang Li","orcid":"https://orcid.org/0000-0002-1125-2153","observed_orcids":["https://orcid.org/0000-0002-1125-2153"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Studies of Information Resources, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003033820","https://openalex.org/A5043723934"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I881766915"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":null,"fwci":6.5192,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.97954179,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"74","issue":"2","first_page":"150","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9990000128746033,"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":0.9990000128746033,"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/T13284","display_name":"Psychology Research and Bibliometrics","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13976","display_name":"Web visibility and informetrics","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scientific-breakthroughs","display_name":"scientific breakthroughs","score":0.9990000128746033},{"id":"https://openalex.org/keywords/mesh-terms","display_name":"MeSH terms","score":0.9259999990463257},{"id":"https://openalex.org/keywords/co-occurrence-analysis","display_name":"co-occurrence analysis","score":0.796999990940094},{"id":"https://openalex.org/keywords/knowledge-change","display_name":"knowledge change","score":0.7440000176429749},{"id":"https://openalex.org/keywords/citation-metrics","display_name":"citation metrics","score":0.7630000114440918},{"id":"https://openalex.org/keywords/research-evaluation","display_name":"research evaluation","score":0.492000013589859},{"id":"https://openalex.org/keywords/science-administration","display_name":"science administration","score":0.8059999942779541}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7227116823196411},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6286669969558716},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.5795844793319702},{"id":"https://openalex.org/C195732255","wikidata":"https://www.wikidata.org/wiki/Q981008","display_name":"Sociology of scientific knowledge","level":2,"score":0.46914711594581604},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.43924790620803833},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4133723974227905},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37130093574523926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32771873474121094},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07886895537376404},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/asi.24719","doi":"https://doi.org/10.1002/asi.24719","is_oa":false,"landing_page_url":"https://doi.org/10.1002/asi.24719","pdf_url":null,"source":{"id":"https://openalex.org/S4210197613","display_name":"Journal of the Association for Information Science and Technology","issn_l":"2330-1635","issn":["2330-1635","2330-1643"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","erih-plus","fnege-4","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Association for Information Science and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1385197634","display_name":null,"funder_award_id":"72204109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4515495670","display_name":null,"funder_award_id":"72174154","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7748241449","display_name":null,"funder_award_id":"71921002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W595086357","https://openalex.org/W1533144092","https://openalex.org/W1987699195","https://openalex.org/W2002646977","https://openalex.org/W2066752129","https://openalex.org/W2107156118","https://openalex.org/W2108926141","https://openalex.org/W2132639490","https://openalex.org/W2154053722","https://openalex.org/W2157825442","https://openalex.org/W2303284028","https://openalex.org/W2329738111","https://openalex.org/W2606807691","https://openalex.org/W2752714680","https://openalex.org/W2765895548","https://openalex.org/W2785209083","https://openalex.org/W2793071066","https://openalex.org/W2797302139","https://openalex.org/W2805137843","https://openalex.org/W2885508969","https://openalex.org/W2913773162","https://openalex.org/W2914281332","https://openalex.org/W2935482946","https://openalex.org/W2990160624","https://openalex.org/W2991028045","https://openalex.org/W3036432969","https://openalex.org/W3040611898","https://openalex.org/W3097046318","https://openalex.org/W3102413395","https://openalex.org/W3112759612","https://openalex.org/W3122974735","https://openalex.org/W3123050710","https://openalex.org/W3145780687","https://openalex.org/W3165166082","https://openalex.org/W3176835866","https://openalex.org/W3210395850","https://openalex.org/W4206584942","https://openalex.org/W6940487303","https://openalex.org/W6983731437"],"related_works":["https://openalex.org/W4392612010","https://openalex.org/W7147612290","https://openalex.org/W7140183324","https://openalex.org/W3112759612","https://openalex.org/W4285393834","https://openalex.org/W6949361421","https://openalex.org/W4402237286","https://openalex.org/W7131127603","https://openalex.org/W6967913868","https://openalex.org/W4403559181"],"abstract_inverted_index":{"Abstract":[0],"Compared":[1],"to":[2,35,56],"previous":[3],"studies":[4],"that":[5,97,112],"generally":[6],"detect":[7],"scientific":[8,33,75,86,154],"breakthroughs":[9,34,76,155],"based":[10,92,98],"on":[11,93,99],"citation":[12],"patterns,":[13],"this":[14],"article":[15],"proposes":[16],"a":[17,131],"knowledge":[18,27,120],"entity\u2010based":[19],"disruption":[20,90,106,160],"indicator":[21,55,91,161],"by":[22,32,53,122,139],"quantifying":[23],"the":[24,54,58,65,71,88,117,123,136,140],"change":[25,59,118,137],"of":[26,41,60,64,74,84,119,153],"directly":[28],"created":[29,138],"and":[30,47,102,164],"inspired":[31,121],"their":[36,48],"evolutionary":[37,128],"trajectories.":[38],"Two":[39],"groups":[40],"analytic":[42],"units,":[43],"including":[44],"MeSH":[45,94,100],"terms":[46,83,101],"co\u2010occurrences,":[49],"are":[50],"employed":[51],"independently":[52],"measure":[57],"knowledge.":[61],"The":[62],"effectiveness":[63],"proposed":[66,89],"indicators":[67],"was":[68],"evaluated":[69],"against":[70],"four":[72,79],"datasets":[73],"derived":[77],"from":[78],"recognition":[80],"trials.":[81],"In":[82],"identifying":[85],"breakthroughs,":[87],"co\u2010occurrences":[95],"outperforms":[96],"three":[103],"earlier":[104],"citation\u2010based":[105],"indicators.":[107],"It":[108],"is":[109,130],"also":[110,157],"shown":[111],"in":[113,126],"our":[114],"indicator,":[115],"measuring":[116,135],"focal":[124,141],"paper":[125],"its":[127],"trajectory":[129],"larger":[132],"contributor":[133],"than":[134],"paper.":[142],"Our":[143],"study":[144],"not":[145],"only":[146],"offers":[147],"empirical":[148],"insights":[149],"into":[150],"conceptual":[151],"understanding":[152],"but":[156],"provides":[158],"practical":[159],"for":[162,169],"scientists":[163],"science":[165],"management":[166],"agencies":[167],"searching":[168],"valuable":[170],"research.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":11}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-10-07T00:00:00"}