{"id":"https://openalex.org/W2976209669","doi":"https://doi.org/10.1007/s41109-019-0182-8","title":"Feature-enriched author ranking in incomplete networks","display_name":"Feature-enriched author ranking in incomplete networks","publication_year":2019,"publication_date":"2019-09-23","ids":{"openalex":"https://openalex.org/W2976209669","doi":"https://doi.org/10.1007/s41109-019-0182-8","mag":"2976209669"},"language":"en","primary_location":{"id":"doi:10.1007/s41109-019-0182-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-019-0182-8","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0182-8","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Applied Network Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0182-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100450943","display_name":"Jorge Silva","orcid":"https://orcid.org/0000-0002-0239-2744"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jorge Silva","raw_affiliation_strings":["CRACS/INESC TEC & Department of Computer Science, Faculty of Sciences, University of Porto (DCC-FCUP), Rua do Campo Alegre, s/n, Porto, 4169-007, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-0239-2744","affiliations":[{"raw_affiliation_string":"CRACS/INESC TEC & Department of Computer Science, Faculty of Sciences, University of Porto (DCC-FCUP), Rua do Campo Alegre, s/n, Porto, 4169-007, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005515429","display_name":"David Apar\u00edcio","orcid":"https://orcid.org/0000-0001-8250-041X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"David Apar\u00edcio","raw_affiliation_strings":["CRACS/INESC TEC & Department of Computer Science, Faculty of Sciences, University of Porto (DCC-FCUP), Rua do Campo Alegre, s/n, Porto, 4169-007, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRACS/INESC TEC & Department of Computer Science, Faculty of Sciences, University of Porto (DCC-FCUP), Rua do Campo Alegre, s/n, Porto, 4169-007, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100363368","display_name":"Fernando Silva","orcid":"https://orcid.org/0000-0001-8411-7094"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Fernando Silva","raw_affiliation_strings":["CRACS/INESC TEC & Department of Computer Science, Faculty of Sciences, University of Porto (DCC-FCUP), Rua do Campo Alegre, s/n, Porto, 4169-007, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRACS/INESC TEC & Department of Computer Science, Faculty of Sciences, University of Porto (DCC-FCUP), Rua do Campo Alegre, s/n, Porto, 4169-007, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100450943"],"corresponding_institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":0.2777,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54059807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9958000183105469,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9926000237464905,"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/pagerank","display_name":"PageRank","score":0.7773128747940063},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.748261570930481},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7303668260574341},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6423678398132324},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.6170583963394165},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.5782253742218018},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.4810752868652344},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.45817089080810547},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4570408761501312},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4417720139026642},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4338003993034363},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.41925710439682007},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3836216926574707},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21634814143180847},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11288315057754517},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.0734979510307312}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.7773128747940063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.748261570930481},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7303668260574341},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6423678398132324},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.6170583963394165},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.5782253742218018},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.4810752868652344},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.45817089080810547},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4570408761501312},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4417720139026642},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4338003993034363},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.41925710439682007},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3836216926574707},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21634814143180847},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11288315057754517},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.0734979510307312},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41109-019-0182-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-019-0182-8","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0182-8","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Applied Network Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d9d4d308690841edae8b105def23e6b2","is_oa":true,"landing_page_url":"https://doaj.org/article/d9d4d308690841edae8b105def23e6b2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Network Science, Vol 4, Iss 1, Pp 1-15 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s41109-019-0182-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-019-0182-8","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0182-8","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Applied Network Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2976209669.pdf","grobid_xml":"https://content.openalex.org/works/W2976209669.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W289419902","https://openalex.org/W1595449516","https://openalex.org/W1854214752","https://openalex.org/W1985785811","https://openalex.org/W2018392915","https://openalex.org/W2022322548","https://openalex.org/W2053416613","https://openalex.org/W2058933996","https://openalex.org/W2069870183","https://openalex.org/W2082604907","https://openalex.org/W2086511124","https://openalex.org/W2101950590","https://openalex.org/W2128132605","https://openalex.org/W2128438887","https://openalex.org/W2155265018","https://openalex.org/W2460711538","https://openalex.org/W2903145242","https://openalex.org/W6639055396"],"related_works":["https://openalex.org/W2004145202","https://openalex.org/W1995916799","https://openalex.org/W2062424259","https://openalex.org/W2369501687","https://openalex.org/W2904868555","https://openalex.org/W2020198693","https://openalex.org/W1926303568","https://openalex.org/W2901716944","https://openalex.org/W3155846532","https://openalex.org/W4386880480"],"abstract_inverted_index":{"Abstract":[0],"Evaluating":[1],"scientists":[2],"based":[3,251],"on":[4,200],"their":[5],"scientific":[6,31,90],"production":[7],"is":[8,146,187,241,287,299],"a":[9,69,201,228],"controversial":[10],"topic.":[11],"Nevertheless,":[12],"bibliometrics":[13,38],"and":[14,71,85,118,183,216,253,278,292,304,320],"algorithmic":[15],"approaches":[16],"can":[17],"assist":[18],"traditional":[19,79,247],"peer":[20],"review":[21],"in":[22,68,210,328],"numerous":[23],"tasks,":[24],"such":[25,58],"as":[26,59],"attributing":[27],"research":[28],"grants,":[29],"deciding":[30],"committees,":[32],"or":[33,115,130],"choosing":[34],"faculty":[35],"promotions.":[36],"Traditional":[37],"rank":[39],"individual":[40,306],"entities":[41],"(e.g.,":[42],"researchers,":[43],"journals,":[44],"faculties)":[45],"without":[46],"looking":[47],"at":[48],"the":[49,53,107,112,116,121,143,176,267,274,284,296,313],"whole":[50,54],"data":[51],"(i.e.,":[52,169,249,260],"network).":[55],"Network":[56],"algorithms,":[57],"PageRank,":[60],"have":[61,72,96],"been":[62,73,97],"used":[63],"to":[64,75,171,323],"measure":[65],"node":[66],"importance":[67,314],"network,":[70],"applied":[74],"author":[76,102,157,326],"ranking.":[77,103],"However,":[78],"PageRank":[80,95,248],"only":[81],"uses":[82],"network":[83,108,145,178],"topology":[84,250],"ignores":[86],"relevant":[87,318],"features":[88,319],"of":[89,94,120,191,203,213,232,315],"collaborations.":[91],"Multiple":[92],"extensions":[93],"proposed,":[98],"more":[99,244,256],"suited":[100],"for":[101,149],"These":[104],"methods":[105,127],"enrich":[106],"with":[109,194,208,227],"information":[110],"about":[111],"author\u2019s":[113,275,285,297],"productivity":[114],"venue":[117],"year":[119],"publication/citation.":[122],"Most":[123],"state-of-the-art":[124],"(STOA)":[125],"feature-enriched":[126],"either":[128],"ignore":[129],"do":[131],"not":[132,147],"combine":[133],"effectively":[134],"this":[135],"information.":[136,196],"Furthermore,":[137],"STOA":[138,220,259],"algorithms":[139],"typically":[140],"disregard":[141],"that":[142,239],"full":[144],"known":[148],"most":[150],"real-world":[151],"cases.Here":[152],"we":[153,237],"describe":[154],"OTARIOS,":[155],"an":[156,188],"ranking":[158,226,230,327],"method":[159],"recently":[160,283,295],"developed":[161],"by":[162,290,302],"us,":[163],"which":[164,186],"combines":[165],"multiple":[166],"publication/citation":[167],"criteria":[168],"features)":[170],"evaluate":[172,198],"authors.":[173],"OTARIOS":[174,199,240,271],"divides":[175],"original":[177],"into":[179],"two":[180],"subnetworks,":[181],"insiders":[182,303],"outsiders":[184],",":[185],"adequate":[189],"representation":[190],"citation":[192],"networks":[193],"missing":[195],"We":[197,265],"set":[202],"five":[204],"real":[205],"networks,":[206],"each":[207],"publications":[209],"distinct":[211],"areas":[212],"Computer":[214],"Science,":[215],"compare":[217],"it":[218],"against":[219],"methods.":[221],"When":[222],"matching":[223],"OTARIOS\u2019":[224],"produced":[225],"ground-truth":[229],"(comprised":[231],"best":[233,268],"paper":[234],"award":[235],"nominations),":[236],"observe":[238],">30":[242],"%":[243,255],"accurate":[245,257],"than":[246,258],"method)":[252],">20":[254],"competing":[261],"feature":[262],"enriched":[263],"methods).":[264],"obtain":[266],"results":[269,310],"when":[270],"considers":[272],"(i)":[273],"publication":[276,279],"volume":[277],"recency,":[280],"(ii)":[281],"how":[282,294,305,322],"work":[286,298],"being":[288,300],"cited":[289,301],"outsiders,":[291],"(iii)":[293],"he":[307],"is.":[308],"Our":[309],"showcase":[311],"(a)":[312],"efficiently":[316],"combining":[317],"(b)":[321],"adequately":[324],"perform":[325],"incomplete":[329],"networks.":[330]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}