{"id":"https://openalex.org/W3155701205","doi":"https://doi.org/10.1155/2021/6648863","title":"A Computational Complexity\u2010Based Method for Predicting Scholars\u2019 Ages through Articles\u2019 Information","display_name":"A Computational Complexity\u2010Based Method for Predicting Scholars\u2019 Ages through Articles\u2019 Information","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3155701205","doi":"https://doi.org/10.1155/2021/6648863","mag":"3155701205"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6648863","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/6648863","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6648863.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/6648863.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100433186","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0002-6456-3510"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Graduate School of Education, Dalian University of Technology, Dalian 116024, China"],"affiliations":[{"raw_affiliation_string":"Graduate School of Education, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101865712","display_name":"Xiaoyan Su","orcid":"https://orcid.org/0000-0003-4393-7461"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Su","raw_affiliation_strings":["School of Economics and Management, Dalian University of Technology, Dalian 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089105523","display_name":"Mingliang Hou","orcid":"https://orcid.org/0000-0001-5225-2195"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Hou","raw_affiliation_strings":["School of Software, Dalian University of Technology, Dalian 116620, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology, Dalian 116620, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005584649","display_name":"Jing Ren","orcid":"https://orcid.org/0000-0003-0169-1491"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Ren","raw_affiliation_strings":["School of Software, Dalian University of Technology, Dalian 116620, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology, Dalian 116620, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100433186"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06360918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2021","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":0.9416999816894531,"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":0.9416999816894531,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9405999779701233,"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/T11122","display_name":"Online Learning and Analytics","score":0.9294000267982483,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/affect","display_name":"Affect (linguistics)","score":0.7205557227134705},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7091687917709351},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.449927419424057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41778266429901123},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3529987931251526},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17486199736595154}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.7205557227134705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7091687917709351},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.449927419424057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41778266429901123},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3529987931251526},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17486199736595154},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/6648863","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/6648863","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6648863.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0f3902ff0956467c9b235274dc722e55","is_oa":true,"landing_page_url":"https://doaj.org/article/0f3902ff0956467c9b235274dc722e55","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2021/6648863","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6648863","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2021/6648863","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/6648863","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6648863.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1620614881","display_name":null,"funder_award_id":"62072067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3596439546","display_name":null,"funder_award_id":"71904022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7607137348","display_name":null,"funder_award_id":"DUT20RC","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G931898980","display_name":null,"funder_award_id":"DUT20RC(4)026","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321630","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3155701205.pdf","grobid_xml":"https://content.openalex.org/works/W3155701205.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W797227816","https://openalex.org/W942678457","https://openalex.org/W1820016892","https://openalex.org/W1897226256","https://openalex.org/W2017729405","https://openalex.org/W2043072004","https://openalex.org/W2099216531","https://openalex.org/W2103133870","https://openalex.org/W2116899917","https://openalex.org/W2136486572","https://openalex.org/W2151823253","https://openalex.org/W2154819126","https://openalex.org/W2268305941","https://openalex.org/W2294590546","https://openalex.org/W2330621414","https://openalex.org/W2487925454","https://openalex.org/W2526717647","https://openalex.org/W2527543885","https://openalex.org/W2570427954","https://openalex.org/W2585057539","https://openalex.org/W2604776663","https://openalex.org/W2605839703","https://openalex.org/W2606807691","https://openalex.org/W2614015351","https://openalex.org/W2624878181","https://openalex.org/W2734535397","https://openalex.org/W2781536163","https://openalex.org/W2794298852","https://openalex.org/W2808494527","https://openalex.org/W2903817278","https://openalex.org/W3124253902"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Many":[0],"scholars":[1,89,149],"have":[2,33],"conducted":[3],"in\u2010depth":[4],"research":[5,60,82],"on":[6,49,115,151,157,194],"the":[7,22,40,68,71,85,146,158,168,183,195],"evaluation":[8],"and":[9,15,59,130,138],"prediction":[10,112,204],"of":[11,24,39,74,88,148,171,182,186],"scholars\u2019":[12,31,76,92,126],"scientific":[13],"impact":[14],"meanwhile":[16],"discovered":[17],"various":[18,99],"factors":[19,43,123],"that":[20,124,162,174],"affect":[21,125],"success":[23],"scholars.":[25,172],"Among":[26],"all":[27],"these":[28,152],"relevant":[29],"factors,":[30],"ages":[32,87,127,147,170],"been":[34],"universally":[35],"acknowledged":[36],"as":[37],"one":[38],"most":[41],"important":[42],"for":[44],"it":[45],"can":[46,95,165],"shed":[47],"light":[48],"many":[50],"practical":[51],"issues,":[52],"e.g.,":[53],"finding":[54],"supervisors,":[55],"discovering":[56],"rising":[57],"stars,":[58],"funding":[61],"or":[62,70],"award":[63],"applications.":[64],"However,":[65],"due":[66],"to":[67,83,134,144],"inaccessibility":[69],"privacy":[72],"issues":[73],"acquiring":[75],"personal":[77],"data,":[78],"there":[79,175],"is":[80,176],"little":[81],"explore":[84],"true":[86,169],"currently.":[90],"Alternatively,":[91],"publications\u2019":[93],"information":[94],"be":[96],"obtained":[97],"through":[98],"digital":[100],"libraries.":[101],"Inspired":[102],"by":[103],"this":[104],"fact,":[105],"we":[106,189],"propose":[107],"a":[108],"novel":[109],"scholar\u2019s":[110],"age":[111],"method":[113,120,164,193,200],"based":[114,150],"their":[116,135],"articles\u2019":[117],"information.":[118],"Our":[119],"first":[121],"classifies":[122],"into":[128],"intuitive":[129],"complex":[131],"types":[132],"according":[133],"computational":[136],"complexity":[137],"then":[139,190],"apply":[140,191],"machine":[141],"learning":[142],"algorithms":[143],"predict":[145,167],"factors.":[153],"The":[154],"experimental":[155],"results":[156],"real":[159],"dataset":[160,180],"demonstrate":[161],"our":[163,192,199],"effectively":[166],"Given":[173],"no":[177],"completely":[178],"accurate":[179],"because":[181],"continuous":[184],"publication":[185],"academic":[187],"papers,":[188],"incomplete":[196],"dataset.":[197],"Nevertheless,":[198],"still":[201],"has":[202],"high":[203],"accuracy":[205],"in":[206],"such":[207],"situations.":[208]},"counts_by_year":[],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
