{"id":"https://openalex.org/W2972392392","doi":"https://doi.org/10.1109/tkde.2019.2941206","title":"Impact-Based Ranking of Scientific Publications: A Survey and Experimental Evaluation","display_name":"Impact-Based Ranking of Scientific Publications: A Survey and Experimental Evaluation","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2972392392","doi":"https://doi.org/10.1109/tkde.2019.2941206","mag":"2972392392"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2019.2941206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2941206","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"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/A5072521052","display_name":"Ilias Kanellos","orcid":"https://orcid.org/0000-0003-2146-3795"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ilias Kanellos","raw_affiliation_strings":["NTU Athens, Zografou, Greece","ATHENA Research Center, Marousi, Greece"],"raw_orcid":"https://orcid.org/0000-0003-2146-3795","affiliations":[{"raw_affiliation_string":"NTU Athens, Zografou, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"ATHENA Research Center, Marousi, Greece","institution_ids":["https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066709451","display_name":"Thanasis Vergoulis","orcid":"https://orcid.org/0000-0003-0555-4128"},"institutions":[{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Thanasis Vergoulis","raw_affiliation_strings":["ATHENA Research Center, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ATHENA Research Center, Marousi, Greece","institution_ids":["https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090860653","display_name":"Dimitris Sacharidis","orcid":"https://orcid.org/0000-0001-5022-1483"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dimitris Sacharidis","raw_affiliation_strings":["E-Commerce Research Unit, TU Wien, Wien, Austria"],"raw_orcid":"https://orcid.org/0000-0001-5022-1483","affiliations":[{"raw_affiliation_string":"E-Commerce Research Unit, TU Wien, Wien, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042574890","display_name":"Theodore Dalamagas","orcid":"https://orcid.org/0000-0002-5002-7901"},"institutions":[{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Theodore Dalamagas","raw_affiliation_strings":["ATHENA Research Center, Marousi, Greece"],"raw_orcid":"https://orcid.org/0000-0002-5002-7901","affiliations":[{"raw_affiliation_string":"ATHENA Research Center, Marousi, Greece","institution_ids":["https://openalex.org/I4210156054"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064966524","display_name":"Yannis Vassiliou","orcid":"https://orcid.org/0000-0002-5774-7784"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yannis Vassiliou","raw_affiliation_strings":["NTU Athens, Zografou, Greece"],"raw_orcid":"https://orcid.org/0000-0002-5774-7784","affiliations":[{"raw_affiliation_string":"NTU Athens, Zografou, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.638,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.90618835,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"33","issue":"4","first_page":"1567","last_page":"1584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9937999844551086,"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":0.9937999844551086,"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.9879999756813049,"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/T10260","display_name":"Software Engineering Research","score":0.9871000051498413,"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/ranking","display_name":"Ranking (information retrieval)","score":0.8158048391342163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7781793475151062},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7235548496246338},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6361089944839478},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.630341649055481},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6178017854690552},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.5559449791908264},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5232455134391785},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.49898743629455566},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48966577649116516},{"id":"https://openalex.org/keywords/impact-factor","display_name":"Impact factor","score":0.47634008526802063},{"id":"https://openalex.org/keywords/altmetrics","display_name":"Altmetrics","score":0.4478965401649475},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.4412741959095001},{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.4178237318992615},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3817438781261444},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12314867973327637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.078947514295578}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8158048391342163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7781793475151062},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7235548496246338},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6361089944839478},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.630341649055481},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6178017854690552},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.5559449791908264},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5232455134391785},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.49898743629455566},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48966577649116516},{"id":"https://openalex.org/C2779455604","wikidata":"https://www.wikidata.org/wiki/Q5330","display_name":"Impact factor","level":2,"score":0.47634008526802063},{"id":"https://openalex.org/C2778407487","wikidata":"https://www.wikidata.org/wiki/Q14565201","display_name":"Altmetrics","level":2,"score":0.4478965401649475},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.4412741959095001},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.4178237318992615},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3817438781261444},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12314867973327637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.078947514295578},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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":1,"locations":[{"id":"doi:10.1109/tkde.2019.2941206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2941206","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320330142","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W95321676","https://openalex.org/W142875750","https://openalex.org/W1517176414","https://openalex.org/W1539164042","https://openalex.org/W1539510218","https://openalex.org/W1549917641","https://openalex.org/W1551136449","https://openalex.org/W1608412409","https://openalex.org/W1854214752","https://openalex.org/W1907286193","https://openalex.org/W1958739611","https://openalex.org/W1966297423","https://openalex.org/W1972039597","https://openalex.org/W1985624015","https://openalex.org/W1987881751","https://openalex.org/W1992037052","https://openalex.org/W1992422757","https://openalex.org/W2000574324","https://openalex.org/W2016453721","https://openalex.org/W2018392915","https://openalex.org/W2019600199","https://openalex.org/W2022322548","https://openalex.org/W2033398965","https://openalex.org/W2040906208","https://openalex.org/W2049213211","https://openalex.org/W2054096179","https://openalex.org/W2057626943","https://openalex.org/W2057954853","https://openalex.org/W2058649378","https://openalex.org/W2058933996","https://openalex.org/W2062424259","https://openalex.org/W2066636486","https://openalex.org/W2069153192","https://openalex.org/W2071630990","https://openalex.org/W2078483536","https://openalex.org/W2084877176","https://openalex.org/W2110896767","https://openalex.org/W2124168655","https://openalex.org/W2124379907","https://openalex.org/W2124689612","https://openalex.org/W2132631086","https://openalex.org/W2138621811","https://openalex.org/W2142367865","https://openalex.org/W2144981148","https://openalex.org/W2146084758","https://openalex.org/W2151496648","https://openalex.org/W2155265018","https://openalex.org/W2163767159","https://openalex.org/W2168201538","https://openalex.org/W2170265466","https://openalex.org/W2219466445","https://openalex.org/W2271477464","https://openalex.org/W2292416399","https://openalex.org/W2294964890","https://openalex.org/W2331384579","https://openalex.org/W2336743173","https://openalex.org/W2390598968","https://openalex.org/W2460518731","https://openalex.org/W2507562257","https://openalex.org/W2517070929","https://openalex.org/W2547045893","https://openalex.org/W2556745442","https://openalex.org/W2604286805","https://openalex.org/W2609596385","https://openalex.org/W2612113000","https://openalex.org/W2679850021","https://openalex.org/W2740348562","https://openalex.org/W2740789543","https://openalex.org/W2769775149","https://openalex.org/W2794537017","https://openalex.org/W2805128757","https://openalex.org/W2952706152","https://openalex.org/W2953304564","https://openalex.org/W2983396602","https://openalex.org/W3098007831","https://openalex.org/W3100722664","https://openalex.org/W3102590789","https://openalex.org/W3105854860","https://openalex.org/W3130540911","https://openalex.org/W4231256769","https://openalex.org/W4301429599","https://openalex.org/W6605818150","https://openalex.org/W6632377359","https://openalex.org/W6639055396","https://openalex.org/W6678568454","https://openalex.org/W6697162550","https://openalex.org/W6697681943","https://openalex.org/W6703256204","https://openalex.org/W6729979349","https://openalex.org/W6730015479","https://openalex.org/W6791373111"],"related_works":["https://openalex.org/W2917728557","https://openalex.org/W2346158230","https://openalex.org/W2735115653","https://openalex.org/W3158243680","https://openalex.org/W2464707411","https://openalex.org/W2973926634","https://openalex.org/W3192603459","https://openalex.org/W4297810136","https://openalex.org/W2080548714","https://openalex.org/W1964558575"],"abstract_inverted_index":{"As":[0],"the":[1,14,61,70,77,113,122,136,160,172],"rate":[2],"at":[3],"which":[4],"scientific":[5,198],"work":[6],"is":[7],"published":[8],"continues":[9],"to":[10,16,30,56,91],"increase,":[11],"so":[12],"does":[13],"need":[15],"discern":[17],"high-impact":[18],"publications.":[19],"In":[20,86],"recent":[21],"years,":[22],"there":[23],"have":[24],"been":[25,49],"several":[26],"approaches":[27],"that":[28,144,186],"seek":[29],"rank":[31],"publications":[32],"based":[33],"on":[34],"their":[35],"expected":[36],"citation-based":[37],"impact.":[38],"Despite":[39],"this":[40,44,87,155],"level":[41],"of":[42,64,73,135,176],"attention,":[43],"research":[45],"area":[46],"has":[47],"not":[48],"systematically":[50],"studied.":[51],"Past":[52],"literature":[53],"often":[54],"fails":[55],"distinguish":[57],"between":[58,163],"short-term":[59,107],"impact,":[60,69,110,169],"current":[62],"popularity":[63],"an":[65,74],"article,":[66],"and":[67,83,99,108,111,120,167,170,174],"long-term":[68,109,168],"overall":[71],"influence":[72],"article.":[75],"Moreover,":[76],"evaluation":[78,133],"methodologies":[79,134],"applied":[80],"vary":[81],"widely":[82],"are":[84,187],"inconsistent.":[85],"work,":[88],"we":[89,102,118,138,157,189],"aim":[90],"fill":[92],"these":[93],"gaps,":[94],"studying":[95,131],"impact-based":[96],"ranking":[97,115,164,177],"theoretically":[98],"experimentally.":[100],"First,":[101],"provide":[103],"explicit":[104],"definitions":[105],"for":[106],"introduce":[112],"associated":[114],"problems.":[116],"Then,":[117],"identify":[119],"classify":[121],"most":[123],"important":[124],"ideas":[125],"employed":[126],"by":[127,165],"state-of-the-art":[128],"methods.":[129],"After":[130],"various":[132],"literature,":[137],"propose":[139],"a":[140],"specific":[141],"benchmark":[142],"framework":[143,156],"can":[145],"help":[146],"us":[147],"better":[148],"differentiate":[149],"effectiveness":[150,173],"across":[151],"impact":[152],"aspects.":[153],"Using":[154],"investigate:":[158],"(1)":[159],"practical":[161],"difference":[162],"short-":[166],"(2)":[171],"efficiency":[175],"methods":[178],"in":[179],"different":[180,197],"settings.":[181],"To":[182],"avoid":[183],"reporting":[184],"results":[185],"discipline-dependent,":[188],"perform":[190],"our":[191],"experiments":[192],"using":[193],"four":[194],"datasets":[195],"from":[196],"disciplines.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}