{"id":"https://openalex.org/W2985962282","doi":"https://doi.org/10.1007/s11192-019-03274-x","title":"Application of entity linking to identify research fronts and trends","display_name":"Application of entity linking to identify research fronts and trends","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2985962282","doi":"https://doi.org/10.1007/s11192-019-03274-x","mag":"2985962282"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-019-03274-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-019-03274-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-019-03274-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/s11192-019-03274-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011035488","display_name":"Mauricio Marrone","orcid":"https://orcid.org/0000-0003-3896-6049"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mauricio Marrone","raw_affiliation_strings":["Department of Accounting and Corporate Governance, Macquarie University, Building E4A, Room 339, Sydney, 2109, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3896-6049","affiliations":[{"raw_affiliation_string":"Department of Accounting and Corporate Governance, Macquarie University, Building E4A, Room 339, Sydney, 2109, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011035488"],"corresponding_institution_ids":["https://openalex.org/I99043593"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":47.4584,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.99700449,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"122","issue":"1","first_page":"357","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9962000250816345,"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/T10028","display_name":"Topic Modeling","score":0.9907000064849854,"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/computer-science","display_name":"Computer science","score":0.7631711959838867},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.760256290435791},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5878037810325623},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5733705163002014},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5688247084617615},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5422157049179077},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4822898209095001},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47237423062324524},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4160788953304291},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.41574782133102417},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31086722016334534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22671926021575928},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09109574556350708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7631711959838867},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.760256290435791},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5878037810325623},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5733705163002014},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5688247084617615},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5422157049179077},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4822898209095001},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47237423062324524},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4160788953304291},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.41574782133102417},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31086722016334534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22671926021575928},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09109574556350708},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11192-019-03274-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-019-03274-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-019-03274-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:RePEc:spr:scient:v:122:y:2020:i:1:d:10.1007_s11192-019-03274-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-019-03274-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/s11192-019-03274-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-019-03274-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-019-03274-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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2985962282.pdf","grobid_xml":"https://content.openalex.org/works/W2985962282.grobid-xml"},"referenced_works_count":97,"referenced_works":["https://openalex.org/W31151832","https://openalex.org/W592737779","https://openalex.org/W938399139","https://openalex.org/W1504939813","https://openalex.org/W1521478692","https://openalex.org/W1628179073","https://openalex.org/W1762172548","https://openalex.org/W1944880319","https://openalex.org/W1966538856","https://openalex.org/W1968667286","https://openalex.org/W1973867393","https://openalex.org/W1975555018","https://openalex.org/W2001082470","https://openalex.org/W2005207065","https://openalex.org/W2005751867","https://openalex.org/W2007818389","https://openalex.org/W2008862103","https://openalex.org/W2009322370","https://openalex.org/W2012232937","https://openalex.org/W2018764772","https://openalex.org/W2020278455","https://openalex.org/W2024074588","https://openalex.org/W2027998681","https://openalex.org/W2036466734","https://openalex.org/W2043976122","https://openalex.org/W2046677795","https://openalex.org/W2049557239","https://openalex.org/W2052710775","https://openalex.org/W2054505295","https://openalex.org/W2061945803","https://openalex.org/W2064148497","https://openalex.org/W2066224491","https://openalex.org/W2072644219","https://openalex.org/W2073052675","https://openalex.org/W2073806194","https://openalex.org/W2076533762","https://openalex.org/W2079090652","https://openalex.org/W2082274191","https://openalex.org/W2088209891","https://openalex.org/W2095679033","https://openalex.org/W2100080715","https://openalex.org/W2107611582","https://openalex.org/W2110940238","https://openalex.org/W2115352105","https://openalex.org/W2116235440","https://openalex.org/W2118359472","https://openalex.org/W2122058292","https://openalex.org/W2123142779","https://openalex.org/W2128799871","https://openalex.org/W2129043771","https://openalex.org/W2129161539","https://openalex.org/W2131777996","https://openalex.org/W2131889330","https://openalex.org/W2131904442","https://openalex.org/W2141147807","https://openalex.org/W2144452238","https://openalex.org/W2144578941","https://openalex.org/W2149331123","https://openalex.org/W2150822694","https://openalex.org/W2163820799","https://openalex.org/W2165839911","https://openalex.org/W2166354010","https://openalex.org/W2167329753","https://openalex.org/W2168371210","https://openalex.org/W2174706414","https://openalex.org/W2224193430","https://openalex.org/W2224314384","https://openalex.org/W2290803316","https://openalex.org/W2296310607","https://openalex.org/W2318680928","https://openalex.org/W2340339255","https://openalex.org/W2509902422","https://openalex.org/W2557791612","https://openalex.org/W2582837488","https://openalex.org/W2587020031","https://openalex.org/W2593109423","https://openalex.org/W2765179427","https://openalex.org/W2767315946","https://openalex.org/W2768619839","https://openalex.org/W2791225921","https://openalex.org/W2792487669","https://openalex.org/W2794750682","https://openalex.org/W2800042324","https://openalex.org/W2888542426","https://openalex.org/W2896566496","https://openalex.org/W2898227789","https://openalex.org/W2901580463","https://openalex.org/W2905418571","https://openalex.org/W2951515884","https://openalex.org/W3106339446","https://openalex.org/W3137298232","https://openalex.org/W4210614061","https://openalex.org/W4238591974","https://openalex.org/W4240446014","https://openalex.org/W6617660190","https://openalex.org/W6684232553","https://openalex.org/W6684644441"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706"],"abstract_inverted_index":{"Abstract":[0],"Studying":[1],"research":[2],"fronts":[3],"enables":[4],"researchers":[5,39],"to":[6,40,73,79,152],"understand":[7,124],"how":[8,13],"their":[9,19],"academic":[10],"fields":[11,154],"emerged,":[12],"they":[14,32],"are":[15,127,133,143],"currently":[16],"developing":[17],"and":[18,37,51,99,112,141,150,158],"changes":[20],"over":[21],"time.":[22],"While":[23],"topic":[24,97],"modelling":[25],"tools":[26],"help":[27,80],"discover":[28],"themes":[29],"in":[30,57],"documents,":[31],"employ":[33],"a":[34,49,76],"\u201cbag-of-words\u201d":[35,85],"approach":[36,64,149],"require":[38],"manually":[41],"label":[42],"categories,":[43],"specify":[44],"the":[45,148,153],"number":[46],"of":[47,119,155],"topics":[48,90,126,136],"priori,":[50],"make":[52],"assumptions":[53],"about":[54],"word":[55,71],"distributions":[56],"documents.":[58],"This":[59],"paper":[60],"proposes":[61],"an":[62],"alternative":[63],"based":[65,91],"on":[66,92],"entity":[67,93],"linking,":[68],"which":[69,125,132,142],"links":[70],"strings":[72],"entities":[74],"from":[75],"knowledge":[77],"base,":[78],"solve":[81],"issues":[82],"associated":[83],"with":[84],"approaches":[86],"by":[87],"automatically":[88],"identifying":[89],"mentions.":[94],"To":[95],"study":[96],"trends":[98],"popularity,":[100],"we":[101],"use":[102],"four":[103],"indicators\u2014Mann\u2013Kendall\u2019s":[104],"test,":[105],"Sen\u2019s":[106],"slope":[107],"analysis,":[108],"z":[109],"-score":[110],"values":[111],"Kleinberg\u2019s":[113],"burst":[114],"detection":[115],"algorithm.":[116],"The":[117],"combination":[118],"these":[120],"indicators":[121,151],"helps":[122],"us":[123],"particularly":[128],"active":[129],"(\u201chot\u201d":[130],"topics),":[131],"decreasing":[134],"(\u201ccold\u201d":[135],"or":[137],"past":[138],"\u201cbursty\u201d":[139],"topics)":[140],"maturely":[144],"developed.":[145],"We":[146],"apply":[147],"Information":[156],"Science":[157],"Accounting.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}