{"id":"https://openalex.org/W4292553300","doi":"https://doi.org/10.1007/s11192-022-04492-6","title":"Domain expertise extraction for finding rising stars","display_name":"Domain expertise extraction for finding rising stars","publication_year":2022,"publication_date":"2022-08-22","ids":{"openalex":"https://openalex.org/W4292553300","doi":"https://doi.org/10.1007/s11192-022-04492-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-022-04492-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04492-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04492-6.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/s11192-022-04492-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101465245","display_name":"Lin Zhu","orcid":"https://orcid.org/0000-0002-1929-2600"},"institutions":[{"id":"https://openalex.org/I146773158","display_name":"Qingdao Agricultural University","ror":"https://ror.org/051qwcj72","country_code":"CN","type":"education","lineage":["https://openalex.org/I146773158"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhu","raw_affiliation_strings":["School of Humanities and Social Sciences, Qingdao Agricultural University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Humanities and Social Sciences, Qingdao Agricultural University, Qingdao, China","institution_ids":["https://openalex.org/I146773158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343045","display_name":"Junjie Zhang","orcid":"https://orcid.org/0000-0002-0855-4118"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Zhang","raw_affiliation_strings":["School of Economics and Management, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000045142","display_name":"Scott W. Cunningham","orcid":"https://orcid.org/0000-0001-7140-916X"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Scott W. Cunningham","raw_affiliation_strings":["School of Government and Public Policy, University of Strathclyde, Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"School of Government and Public Policy, University of Strathclyde, Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000045142"],"corresponding_institution_ids":["https://openalex.org/I181647926"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15852307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"127","issue":"9","first_page":"5475","last_page":"5495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9821000099182129,"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/computer-science","display_name":"Computer science","score":0.6873951554298401},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6648519039154053},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6221863031387329},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5956443548202515},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4920782446861267},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4181552529335022},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.4115447700023651},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3470669388771057},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14790493249893188},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.13676077127456665},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09694144129753113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6873951554298401},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6648519039154053},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6221863031387329},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5956443548202515},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4920782446861267},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4181552529335022},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.4115447700023651},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3470669388771057},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14790493249893188},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13676077127456665},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09694144129753113},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11192-022-04492-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04492-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04492-6.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:strathprints.strath.ac.uk:81872","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/1264654.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:RePEc:spr:scient:v:127:y:2022:i:9:d:10.1007_s11192-022-04492-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-022-04492-6","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/s11192-022-04492-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04492-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04492-6.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/W4292553300.pdf","grobid_xml":"https://content.openalex.org/works/W4292553300.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W188469127","https://openalex.org/W615657935","https://openalex.org/W1719021566","https://openalex.org/W1963826206","https://openalex.org/W1980758763","https://openalex.org/W1982505350","https://openalex.org/W1983423820","https://openalex.org/W1983829654","https://openalex.org/W1985099829","https://openalex.org/W2013912476","https://openalex.org/W2040271255","https://openalex.org/W2067589194","https://openalex.org/W2071610639","https://openalex.org/W2074568535","https://openalex.org/W2098057544","https://openalex.org/W2099386756","https://openalex.org/W2132613313","https://openalex.org/W2135673975","https://openalex.org/W2136360188","https://openalex.org/W2137247190","https://openalex.org/W2140008999","https://openalex.org/W2145604831","https://openalex.org/W2147152072","https://openalex.org/W2150577300","https://openalex.org/W2165389462","https://openalex.org/W2172139014","https://openalex.org/W2410414607","https://openalex.org/W2570749949","https://openalex.org/W2613314361","https://openalex.org/W2616425602","https://openalex.org/W2662704302","https://openalex.org/W2741722381","https://openalex.org/W2792950999","https://openalex.org/W2810474055","https://openalex.org/W2889465551","https://openalex.org/W2900719635","https://openalex.org/W2902142442","https://openalex.org/W2966290446","https://openalex.org/W2975755517","https://openalex.org/W2978878175","https://openalex.org/W3092537154","https://openalex.org/W3116078420","https://openalex.org/W3137012641","https://openalex.org/W4249888404","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4248817909","https://openalex.org/W4367048510","https://openalex.org/W2623347760","https://openalex.org/W4383031558","https://openalex.org/W3034138874","https://openalex.org/W2743342830","https://openalex.org/W2362192218","https://openalex.org/W2371931285","https://openalex.org/W1991466308","https://openalex.org/W2563581463"],"abstract_inverted_index":{"Abstract":[0],"The":[1,80,143],"field":[2],"of":[3,17,35,49,70,78,83,118,125,134,149,179],"expertise":[4,57,84],"extraction":[5,85],"utilizes":[6,86],"published":[7],"research":[8,29,44],"enabling":[9],"communities":[10],"to":[11,55,90,112,176],"highlight":[12],"and":[13,31,58,66,155],"identify":[14,56],"the":[15,33,68,113,165],"skills":[16],"researchers":[18],"within":[19,73],"specific":[20,98],"scientific":[21,41,92,141],"domains.":[22],"This":[23,121],"can":[24,173],"be":[25,174],"useful":[26,119],"for":[27,160],"evaluating":[28],"performance,":[30],"in":[32,38,52,138,170],"case":[34],"rising":[36],"stars,":[37],"identifying":[39],"top":[40],"talent.":[42,59],"Previous":[43],"has":[45],"harvested":[46],"a":[47,71,74,91,106,116,177],"range":[48,178],"publication":[50],"indicators":[51],"an":[53,131,135,139],"effort":[54],"These":[60],"include":[61],"content":[62],"indicators,":[63],"citation":[64],"metrics,":[65],"also":[67],"position":[69],"researcher":[72],"full":[75],"collaboration":[76],"network":[77],"scientists.":[79],"existing":[81],"mechanism":[82],"all":[87],"papers":[88],"attributed":[89],"author,":[93],"thereby":[94],"potentially":[95],"neglecting":[96],"their":[97],"or":[99],"specialized":[100],"expertise.":[101],"Here":[102],"we":[103],"show":[104],"that":[105],"tensor":[107,166],"decomposition":[108,167],"technique":[109,144],"when":[110],"applied":[111,175],"problem":[114],"addresses":[115],"number":[117],"problems.":[120],"includes":[122],"better":[123],"identification":[124],"individual":[126],"expertise,":[127],"as":[128,130,157],"well":[129],"integrated":[132],"appraisal":[133],"author\u2019s":[136],"role":[137],"extended":[140],"network.":[142],"will":[145],"afford":[146],"new":[147],"analyses":[148],"knowledge":[150],"production":[151],"which":[152],"consider":[153],"specialisation":[154],"diversity":[156],"core":[158],"elements":[159],"further":[161],"analysis.":[162],"More":[163],"generally":[164],"techniques":[168],"presented":[169],"this":[171],"paper":[172],"scientometric":[180],"problems":[181],"where":[182],"multi-modal":[183],"data":[184],"is":[185],"encountered.":[186]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
