{"id":"https://openalex.org/W3041979301","doi":"https://doi.org/10.1177/0165551520937915","title":"Understanding the evolution of a scientific field by clustering and visualizing knowledge graphs","display_name":"Understanding the evolution of a scientific field by clustering and visualizing knowledge graphs","publication_year":2020,"publication_date":"2020-07-09","ids":{"openalex":"https://openalex.org/W3041979301","doi":"https://doi.org/10.1177/0165551520937915","mag":"3041979301"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551520937915","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5000690173","display_name":"Mauro Dalle Lucca Tosi","orcid":"https://orcid.org/0000-0002-0218-2413"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mauro Dalle Lucca Tosi","raw_affiliation_strings":["Institute of Computing, University of Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081590498","display_name":"J\u00falio Cesar dos Reis","orcid":"https://orcid.org/0000-0002-9545-2098"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Julio Cesar dos Reis","raw_affiliation_strings":["Institute of Computing, University of Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.951,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.694997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":93},"biblio":{"volume":"48","issue":"1","first_page":"71","last_page":"89"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Analysis of Gene Interaction Networks","score":0.9988,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Analysis of Gene Interaction Networks","score":0.9988,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Ontologies and Text Mining","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Prediction of Protein Subcellular Localization","score":0.9951,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5782979},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge Management","score":0.488512},{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.41161406}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73578364},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.7268213},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6468993},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.58719873},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5782979},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5541121},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4984312},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.41161406},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33212888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30680853},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27539414},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551520937915","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","award_id":"2017/02325-5 and 2013/08293-7"},{"funder":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","award_id":"001"}],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1490960179","https://openalex.org/W1907286193","https://openalex.org/W1977090683","https://openalex.org/W1997254067","https://openalex.org/W2064909362","https://openalex.org/W2121578705","https://openalex.org/W2129043771","https://openalex.org/W2159675211","https://openalex.org/W2165897980","https://openalex.org/W2298731090","https://openalex.org/W2344535803","https://openalex.org/W2436001372","https://openalex.org/W2736977076","https://openalex.org/W2751418808","https://openalex.org/W2970534831","https://openalex.org/W3098278813","https://openalex.org/W3098789766","https://openalex.org/W3099528840","https://openalex.org/W3105625590","https://openalex.org/W3105680664","https://openalex.org/W3159286543"],"related_works":["https://openalex.org/W4299935056","https://openalex.org/W2501188010","https://openalex.org/W2392768766","https://openalex.org/W2382021449","https://openalex.org/W2354445566","https://openalex.org/W2106424170","https://openalex.org/W2095118173","https://openalex.org/W2058118494","https://openalex.org/W2010935248","https://openalex.org/W1985426483"],"abstract_inverted_index":{"The":[0],"process":[1,40],"of":[2,6,20,30,46,89,110,191,198,212,230,248],"tracking":[3,142,245],"the":[4,31,44,55,69,87,111,123,127,139,156,161,170,196,199,210,228,246],"evolution":[5,88,173,187,247],"a":[7,83,90,94,100,192,231,252],"scientific":[8,91,101,193,249],"field":[9,92,102],"is":[10],"arduous.":[11],"It":[12],"allows":[13],"researchers":[14,37,66,240],"to":[15,35,48,63,67,85,137,206,217,238],"understand":[16],"trends":[17],"in":[18,38,51,130,151,188,241],"areas":[19],"science":[21],"and":[22,75,118,147,160,244],"predict":[23],"how":[24],"they":[25],"may":[26],"evolve.":[27],"Nowadays,":[28],"most":[29],"automated":[32],"mechanisms":[33],"developed":[34],"assist":[36,65,239],"this":[39,79],"do":[41],"not":[42,61],"consider":[43],"content":[45],"articles":[47,56],"identify":[49],"changes":[50],"its":[52,76],"structure,":[53],"only":[54],"metadata.":[57],"These":[58],"methods":[59],"are":[60],"suited":[62],"easily":[64],"study":[68,218],"concepts":[70],"that":[71],"compose":[72],"an":[73],"area":[74,203],"evolution.":[77,144],"In":[78],"article,":[80],"we":[81,185],"propose":[82],"method":[84,98,150],"track":[86],"at":[93,251],"concept":[95,253],"level.":[96,254],"Our":[97,134],"structures":[99],"using":[103,215],"two":[104,152],"knowledge":[105,124],"graphs,":[106,125],"representing":[107,126],"distinct":[108,131],"periods":[109],"studied":[112],"field.":[113],"Then,":[114],"it":[115],"clusters":[116,121],"them":[117],"identifies":[119],"correspondent":[120],"between":[122],"same":[128],"subareas":[129,190],"time":[132],"periods.":[133],"solution":[135],"enables":[136],"compare":[138],"corresponding":[140],"clusters,":[141],"their":[143,172],"We":[145],"apply":[146],"experiment":[148],"our":[149,178,183],"case":[153],"studies":[154],"concerning":[155],"artificial":[157],"intelligence":[158],"(AI)":[159],"biotechnology":[162],"(BIO)":[163],"fields.":[164],"Findings":[165],"indicate":[166],"befitting":[167],"results":[168],"regarding":[169],"way":[171],"can":[174],"be":[175],"assessed":[176],"with":[177,227,234],"implemented":[179],"software":[180],"tool.":[181],"From":[182],"analyses,":[184],"perceived":[186],"broader":[189],"field,":[194],"as":[195,209],"growth":[197],"\u2018Convolutional":[200],"Neural":[201],"Network\u2019":[202],"from":[204,222],"2006;":[205],"specific":[207],"ones,":[208],"decrease":[211],"research":[213],"works":[214],"mice":[216],"BRAF-mutation":[219],"lung":[220],"cancer":[221],"2018.":[223],"This":[224],"work":[225],"contributes":[226],"development":[229],"web":[232],"application":[233],"interactive":[235],"user":[236],"interfaces":[237],"representing,":[242],"analysing":[243],"fields":[250]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3041979301","counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2024-11-23T17:54:29.530760","created_date":"2020-07-16"}
